Robots & Pencils, an applied AI engineering partner known for high-velocity delivery and measurable outcomes in complex institutional environments, today announced that its CEO, Leonard Pagon, will participate in a panel discussion at the ASU-GSV Summit, a premier global event focused on the intersection of education, technology, and workforce innovation.

As a seasoned operator who has built and scaled technology-driven companies, Pagon will share practical insights on how universities are operationalizing AI across institutional systems while maintaining governance, security, and accessibility.

What Education Leaders Will Learn at ASU-GSV

The panel discussion, “ASU CreateAI Platform. An Enterprise Strategy for Designing AI for Everyone at Scale,” will take place Tuesday, April 14, 2026, from 10:00 to 10:40 AM at the Manchester Grand Hyatt.

Pagon will be joined by Kyle Bowen, Deputy CIO, Arizona State University; Matthew Gee, Director, U.S. Program Data, Gates Foundation; Stephanie Khurana, CEO, Axim Collaborative; and Elizabeth Reilley, Chief AI Officer, University of North Carolina. The panel will be moderated by Lev Gonick, Enterprise CIO, Arizona State University.

The session centers on the real-world mechanics of enterprise AI in higher education, including:

• How institutions connect AI across SIS, LMS, CRM, and operational systems
• Governance models that allow rapid experimentation without losing institutional control
• Real examples that enable non-technical users to design and deploy AI solutions
• The growing role of agentic AI in strengthening institutional resilience and operational efficiency

“A lot of AI activity in higher education is happening at the use case level, which creates fragmentation across the institution.” said Pagon. “The real shift is building platforms that bring those efforts together and make AI work inside everyday institutional constraints. The impact shows up when AI moves from pilots into production systems that perform, with the right guardrails in place.”

Scaling AI Across the University with Governance and Control

Robots & Pencils has worked with with Arizona State University since 2019 on cloud-native architecture, platform modernization, and applied AI initiatives that improve the student experience and strengthen institutional operations. This collaboration has produced practical insight into how universities move from small pilots to enterprise AI programs through platforms that support rapid innovation while maintaining strong governance, security, and accessibility standards.

From Experimentation to Enterprise AI

Institutions are increasingly looking to AI to improve student support, reduce manual processes, and extend staff capacity without increasing headcount. The ASU-GSV Summit brings together entrepreneurs, investors, and education leaders who are shaping the future of learning and workforce development through technology.

Higher education leaders are moving quickly to modernize operations, improve student experience, and prepare graduates for an AI-driven economy. Enterprise AI platforms give universities a structured way to design, deploy, and govern AI solutions across departments while enabling faculty, staff, and researchers to use AI in their day-to-day work with security, compliance, and accessibility built in. This approach enables institutions to scale AI in higher education with clarity, control, and speed.

Robots & Pencils team members will be onsite throughout the April 12 through April 15 event. Education leaders attending ASU-GSV can connect with Robots & Pencils to explore how enterprise AI platforms and applied AI solutions scale across institutions, edtech platforms, publishers, and workforce organizations.

Schedule time with the Robots & Pencils team at ASU-GSV.

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Across higher education, AI is no longer theoretical. It shows up in advising offices, finance teams, registrar systems, and IT backlogs every day. Not long ago, the conversations felt divisive. Leaders debated risk, approved tools, and moved forward with cautious optimism.  

Today, many of those same leaders are sitting with a different feeling. The systems technically work. Progress feels uneven. Accountability feels scattered. And no one can say with certainty whether the institution is truly advancing or simply carrying new technology without a clear owner of the outcome.  

That uncertainty now lives with presidents, provosts, and CIOs expected to defend AI investment, manage institutional risk, and show results inside universities designed to move carefully, by consensus, and without urgency. The technology is working. The institution is not.  

The gap between those two facts is structural. 

Today, Robots & Pencils, an applied AI engineering partner known for high-velocity delivery and measurable outcomes in complex institutional environments, announces the release of The Institutional Intelligence Crisis, a three-part research series examining why AI adoption fails at the departmental level and what senior leadership must address to change that trajectory. 

Read The Institutional Intelligence Crisis series. 

Drawing on research and operational experience across universities and complex organizations where AI adoption is already underway, the series identifies a set of recurring patterns that appear once AI moves beyond experimentation and into daily operations. 

The series is authored by Jess Martin, Principal Delivery Manager at Robots & Pencils, and is written for university presidents, provosts, CIOs, and boards of trustees. It treats AI adoption as an institutional design challenge, not a technology procurement problem, and focuses on the post-pilot phase: the period where accountability structures and human dynamics determine whether AI becomes a reliable capability or quietly rots. 

“AI doesn’t create accountability problems.” says Martin. ”It exposes the ones you already have.” 

Why AI Governance Fails in Higher Education: Three Failures That Compound 

The series is built around three failures that compound in sequence: 

• The Intelligence Leak (Part 1): When institutions fail to provide operational pathways for AI, high-performing staff build their own, exporting institutional problem-solving logic to personal accounts at third-party vendors. The sector now calls this Shadow AI. The university does not get smarter. The vendor does. When institutions leave a gap between policy and practical access to AI tools, staff close that gap themselves, often outside the visibility of supervisors or institutional governance. 

• The Redistribution of Expertise (Part 2): AI makes institutional expertise portable. The specialized knowledge that senior staff in advising centers, registrar offices, and financial aid departments have spent decades accumulating and making indispensable can now be replicated by a junior colleague and a well-prompted AI. What leadership often experiences as operational friction is frequently a rational response from professionals whose expertise has defined their role inside the institution. 

• The Brittle System (Part 3): When no one is accountable for output quality, performance degrades without announcement. Errors become plausible enough that staff quietly work around them rather than report them. The system continues running while confidence in the results quietly erodes. In many institutions, leaders lack a clear view into whether AI systems are improving outcomes or introducing new operational risk. 

Higher education leaders are encouraged to read the full series and engage with a data-driven perspective grounded in accountability, execution, and institutional readiness. 

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Location: Tempe, Arizona (main campus), with additional campuses across Arizona and global online presence 

Customer Profile: Leading public research university serving thousands of students and faculty members, focused on innovation in education technology, digital transformation, academic credentialing, learning management systems, student engagement platforms, and AI-powered support systems 

Customer Challenge

In 2023, Arizona State University modernized its course provisioning system to streamline enrollment processes, reducing delays and minimizing the need for manual intervention at the start of each semester. Robots & Pencils partnered with ASU to build the Canvas Enrollment System (CES), a modern Canvas LMS integration that automates course creation and roster syncing. This new system reduced wait times that occurred previously from more than three days to less than 30 minutes and decreased manual requests by 40%, saving hundreds of administrative hours each term.

Robots & Pencils’ Solution

By modernizing the course enrollment process using AWS managed services, including Amazon SQS, SNS, Step Functions, Lambda, OpenSearch, and DynamoDB, the organization achieved a remarkable reduction in processing time from three days to only 30 minutes.  

• Amazon SQS and SNS enable reliable, asynchronous communication across components, eliminating processing bottlenecks and ensuring seamless handling of large enrollment volumes.  

• AWS Step Functions coordinate and monitor the end-to-end workflow, improving transparency, error handling, and operational resilience.  

• AWS Lambda delivers compute power on demand, automatically scaling to meet workload spikes without provisioning or maintaining servers.  

• Amazon DynamoDB provides a low-latency, fully managed NoSQL database for high-speed data access, enabling near-instant retrieval and updates of student and course records.  

• Amazon OpenSearch supports fast, flexible search and analytics, allowing administrators to instantly view enrollment progress and gain actionable insights.  

Results & Benefits

The new event-driven, serverless architecture replaced a batch-based legacy system with a scalable, resilient, and highly automated solution.  

• Reduced processing time by more than 99% moving from three days to 30 minutes and enabling near real-time student onboarding  

• Increased scalability and reliability, allowing the system to handle thousands of concurrent enrollments during peak periods with no downtime.  

• Decreased operational costs through serverless compute and managed services that minimize infrastructure maintenance.  

• Enhanced data visibility and decision-making, empowering staff with real-time reporting and faster issue resolution.  

By leveraging AWS’s cloud-native capabilities, ASU has transformed its legacy process into an intelligent, automated, and scalable system that advances institutional growth and optimizes operations in service of enhancing the student experience.   

“The new Canvas Enrollment System brings real speed, clarity and reliability to a process that is central to student success. This transformation reflects our commitment to innovation on AWS and how we can collaborate with teams like Robots & Pencils to make improvements to core systems that empower our teams to deliver an exceptional student experience with efficiency and confidence.”  

Kyle Bowen, Deputy CIO, Arizona State University 

About Arizona State University

Arizona State University, ranked the No. 1 “Most Innovative School” in the nation by U.S. News & World Report for 11 years in succession, has forged the model for a New American University by operating on the principles that learning is a personal and original journey for each student; that they thrive on experience and that the process of discovery cannot be bound by traditional academic disciplines. Through innovation and a commitment to accessibility, ASU has drawn pioneering researchers to its faculty even as it expands opportunities for qualified students. 

About Robots & Pencils

Robots & Pencils is an Applied AI Engineering Partner that builds AI systems designed for enterprise velocity and measurable business impact. With delivery centers in Canada, the United States, Eastern Europe, and Latin America, the company combines world-class UX with elite engineering talent for rapid, enterprise-grade delivery. Founded in 2009, Robots & Pencils has earned the trust of leaders in Consumer Products and Retail, Education, Energy, Financial Services, Healthcare, and Manufacturing industries, gaining a reputation as a high-velocity alternative to traditional global systems integrators. Robots & Pencils is an AWS Advanced Tier Partner and one of the 11 inaugural AWS Pattern Partners, selected to help define how enterprise AI systems are productized, deployed, and scaled through AWS Marketplace.

Learn more about Robots & Pencils’ solutions for Education.

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Robots & Pencils, an applied AI engineering partner known for high-velocity delivery and measurable business outcomes, today announced the appointment of Jason Lacy as Client Partner, Education. Lacy will lead the company’s education vertical, expanding its work across the full education ecosystem.

Explore how Robots & Pencils accelerates AI and cloud modernization in higher education.

Strengthening Leadership Across the Education Ecosystem

Education has been a core focus for Robots & Pencils since its earliest days. Lacy’s appointment strengthens that commitment with dedicated leadership grounded in deep sector knowledge, platform expertise, and enterprise execution.

“Jason has a deep passion for education and brings decades of experience delivering outstanding results and outcomes for education clients,” said Len Pagon, CEO of Robots & Pencils. “He brings a rare blend of market leadership, real education expertise, and technical depth. He understands how institutions help students and enable faculty, how platforms scale, and how to turn AI strategy into production systems that perform. Education leaders need partners who combine ambition with discipline. Jason brings that balance, and it elevates what we can deliver across the sector.”

Lacy’s 30 years of experience spans global partnerships, enterprise technology strategy, and revenue-aligned growth. Most recently, as Senior Vice President of Global Partnerships at Learnosity, he led a worldwide ecosystem representing a significant share of organizational revenue across assessment, learning technology, and workforce certification platforms. He built and scaled partner programs, advanced complex integrations, and aligned commercial strategy with product innovation to drive sustained growth.

Earlier in his career, Lacy expanded strategic partnership practices at Unicon and strengthened relationships across major publishers, platforms, and institutional stakeholders. With a foundation in software engineering and system architecture, he evaluates integration pathways with precision and translates complex technical capabilities into enterprise value. He has advised institutions across public, private, and online sectors, edtech platforms and publishing organizations on digital transformation, ecosystem strategy, and outcome-based modernization initiatives.

Focused Leadership for AI and Cloud Modernization in Education

In his role, Lacy will guide education clients as they modernize legacy infrastructure, strengthen data foundations, and operationalize artificial intelligence within accountable, enterprise-grade environments.

“Education institutions carry both public trust and generational responsibility,” said Lacy. “Innovation must move forward, but it must do so responsibly. The right technology strengthens operational performance while keeping student success at the center.”

AI Patterns Accelerate Responsible AI Adoption in Education

Robots & Pencils’ AI Pattern framework makes this possible with velocity and impact. This structured, repeatable solution model combines proven architecture with use-case-specific configurations to compress delivery timelines from months to weeks.

“When I looked at Robots & Pencils’ AI Pattern approach, I immediately saw its relevance for education,” said Lacy. “Education leaders operate within rigorous governance and risk frameworks. They need progress they can trust. AI Patterns provide a disciplined, repeatable foundation that allows institutions to move quickly on targeted priorities while maintaining control.” 

Robots & Pencils views this early traction as the catalyst for sustained partnership, enabling institutions to expand AI capabilities through phased modernization strategies that advance enrollment growth, student retention, student success analytics, academic operations, enterprise data strategy, and secure adoption.

As an AWS Advanced Tier Services Partner and AWS Pattern Partner, Robots & Pencils plays a guiding role in defining how enterprise AI systems are productized and scaled. That experience strengthens the company’s ability to bring structured, production-ready AI systems to complex institutional environments.

A Longstanding Commitment to Education Innovation

“Everything we build begins with the belief that the best AI systems emerge when engineering discipline meets human-centered design,” said Pagon. “Education sits at the intersection of mission and modernization. With Jason leading our education vertical, we are strengthening our ability to help institutions scale AI responsibly while staying true to the people they serve.”

Robots & Pencils has partnered with education institutions and platforms for well over a decade, modernizing legacy systems, launching cloud-native products, and building digital experiences used by millions of learners. Lacy’s appointment reinforces the company’s long-term investment in education and its commitment to helping leaders translate AI ambition into secure, scalable systems that perform in production.

Education continues to evolve. Robots & Pencils is building the AI and cloud foundations that enable that progress, with Jason Lacy helping guide the way.

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Patient safety increasingly depends on decisions made outside the clinical floor. When supplies fail to align with patient flow and rising acuity, care teams absorb the risk through substitutions, workarounds, and delayed treatment. These conditions now shape daily operations across healthcare systems, elevating supply chain performance into a defining factor of care quality, safety, and capacity.

Robots & Pencils, an applied AI engineering partner known for high-velocity delivery and measurable business outcomes, today announced the release of Supply Chain as a Patient Safety System, a new thought leadership series written for healthcare executives, clinical leaders, and board members. The series examines how applied AI enables healthcare organizations to anticipate patient demand, respond to real-time acuity shifts, and align resources before operational strain reaches the bedside.

Read the full Supply Chain is Patient Safety series.

Supply Chain Performance Now Shapes Patient Safety and Care Capacity

Authored by Eric Ujvari, Solutions Lead at Robots & Pencils’ Studio for Generative and Agentic AI, the three-part series reframes supply chain decision-making as a clinical discipline with direct impact on patient outcomes. It challenges legacy models built on historical consumption and static inventory rules, presenting a patient-centered approach grounded in real-world care delivery patterns.

“Healthcare leaders already understand that patient acuity changes hour by hour,” said Ujvari. “What remains under-addressed is the gap between that clinical reality and the systems responsible for positioning supplies. When AI connects patient flow and acuity signals to supply decisions, organizations gain the ability to protect care quality as conditions evolve.”

Why Patient Flow and Acuity Must Drive Supply Decisions

The series unfolds across three core themes that reflect the realities facing modern healthcare systems. The first establishes supply availability as a clinical variable that directly influences safety, treatment timing, and outcomes. The second explains why forecasting must begin with patient flow rather than historical usage to position resources ahead of demand. The third explores how AI-driven, acuity-aware systems transform static inventory into adaptive capacity management that responds to real-time care intensity.

Across each installment, the series draws on current clinical data, operational patterns observed across healthcare environments, and applied AI practices proven in production systems. The result is a practical framework for leaders seeking stronger resilience, clearer governance insight, and greater alignment between operational decisions and patient safety outcomes.

How Applied AI Aligns Supply Decisions with Clinical Reality

This release reflects Robots & Pencils’ broader focus on building applied AI systems that operate at enterprise scale and deliver measurable impact. The firm partners with healthcare organizations to design intelligent platforms that integrate clinical signals with operational execution, supporting safer care delivery in complex and dynamic environments.

Healthcare leaders are encouraged to read the full series and engage with a perspective that positions supply performance as a foundational pillar of patient safety.

Healthcare moves forward when systems anticipate patients, align resources, and protect care before strain appears.

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Robots & Pencils, an applied AI engineering partner known for high-velocity delivery and measurable business outcomes, today announced it has achieved AWS Advanced Tier Partner status. The designation marks a significant milestone in the company’s continued growth, delivering production-grade systems on AWS for enterprise organizations.

Explore how Robots & Pencils delivers applied AI and cloud-native systems built to operate at enterprise scale. 

AWS Advanced Tier Recognition Reflects Production-grade Delivery at Enterprise Scale

AWS Advanced Tier Partner status recognizes organizations with demonstrated depth in AWS delivery, technical expertise, and customer success at scale. Partners at this level consistently design, build, and operate secure, resilient, and scalable systems running in production. Robots & Pencils earned this designation through sustained enterprise delivery, a strong bench of AWS-certified engineers, and real-world workloads running on AWS.

A High-Velocity Alternative to Traditional Global Systems Integrators

Robots & Pencils operates as a nimble alternative to traditional global systems integrators, pairing AWS-native architecture with a relentless focus on velocity and impact. Small, senior, highly focused teams move quickly from idea to execution, delivering production-ready systems that create value early and improve continuously through real-world learning.

“Our AWS Advanced Tier designation continues to build on strong momentum as we strengthen our relationship with AWS,” said Len Pagon Jr., Chief Executive Officer of Robots & Pencils. “In December, we were selected as one of 11 AWS Partners out of more than 190,000 to join the new Pattern Partner program. In January, we launched our Bellevue, WA Innovation Center next door to AWS HQ to work closely with the AWS GenAIIC team. Now, as an AWS Advanced Tier Services Partner, we have access to additional AWS funding for proofs of concept and substantial resources to support our clients.”

Building and Operating Generative and Agentic AI Systems that Scale

Enterprise leaders continue accelerating modernization and AI initiatives that demand speed, reliability, and operational maturity. 

AWS Advanced Tier status signals that Robots & Pencils brings disciplined execution and rapid iteration to move confidently from strategy to production and scale. Clients gain earlier insight, reduced delivery risk, and steady progress aligned to clear business outcomes.

“Enterprises are moving quickly toward generative and agentic AI systems that operate as an enablement layer of their business,” said Jeff Kirk, Executive Vice President of Applied AI at Robots & Pencils. “AWS provides a powerful foundation, and our role is to design and deliver AI systems that integrate securely, perform reliably, and scale with confidence. Advanced Tier recognition affirms our ability to move AI from ambition into production.”

Certified Talent and Engineering Discipline Behind AWS Advanced Tier Recognition

The AWS Advanced Tier recognition also reflects the company’s investment in certified talent, security discipline, and operational excellence.

“AWS Advanced Tier status is earned through consistency, accountability, and a deep commitment to craft,” said Nicholas Waynik, Vice President of Engineering at Robots & Pencils. “Our engineers invested the time to master the platform, earn the certifications, and apply that knowledge to systems running in production. This recognition reflects the standards they hold themselves to every day and the trust our clients place in their work.”

Enterprise-ready AI Architectures Delivering Impact Across Industries

Robots & Pencils also holds AWS Pattern Partner recognition, highlighting its strength in delivering repeatable, enterprise-ready architectures for applied AI and intelligent systems. This capability complements Advanced Tier status by reinforcing architectural leadership alongside delivery maturity, while maintaining a clear focus on execution that performs in production.

Robots & Pencils delivers application modernization, cloud-native product development, data platforms, and AI-enabled systems on AWS across Consumer Products and Retail, Education, Energy, Financial Services, Healthcare, and Manufacturing. These solutions support regulated environments, high-growth digital products, and complex enterprise ecosystems where reliability and scalability matter every day.

Request an AI briefing to evaluate how applied AI can deliver velocity and impact within your organization.

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Robots & Pencils, an applied AI engineering partner known for high-velocity delivery and measurable business outcomes, today announced the opening of its Studio for Generative and Agentic AI in Bellevue.  

Candidates seeking high-impact engineering, data, and design roles can learn more at robotsandpencils.com/careers. 

A Strategic Expansion to Meet Demand for Rapid Enterprise AI 

The Studio in downtown Bellevue is fully operational and actively building its founding team as enterprise demand accelerates for AI systems that move from experimentation to production with speed, precision, and accountability. 

The Studio expands Robots & Pencils’ AI-native delivery model and represents a significant step in the company’s U.S. growth, supported by global operations in Cleveland, Calgary, Toronto, Bogota, and Lviv. It adds meaningful capacity to support organizations launching AI-enabled products, platforms, and agentic systems at scale. 

Strong Leadership Driving Focus and Velocity 

The Studio in Bellevue operates under the leadership of Jeff Kirk, Executive Vice President of Applied AI at Robots & Pencils, and reinforces the company’s growing presence in the Pacific Northwest while serving global clients pursuing ambitious AI initiatives. 

“This Studio is designed for builders who want real ownership and real impact,” said Kirk. “We are bringing together experienced teams who move quickly, think clearly, and take responsibility for outcomes. Our Studio model gives people the trust and focus to make strong decisions and deliver AI systems that translate directly into business value.” 

Working with AWS to Accelerate Enterprise AI Delivery 

As an Amazon Web Services Partner located near Amazon headquarters, the Studio in Bellevue supports clients building and scaling AI solutions on Amazon Bedrock, Amazon SageMaker, Amazon Bedrock AgentCore, Amazon Quick Suite, and related AWS services. This proximity strengthens collaboration and supports faster experimentation and production-ready delivery for complex enterprise environments. 

Robots & Pencils was recently selected as one of 11 inaugural partners in the invite-only AWS Pattern Partners program. The program works with a select group of consulting partners to define how enterprises adopt next-generation AI and emerging technologies on AWS through validated, repeatable patterns. 

This recognition acknowledges Robots & Pencils’ experience delivering production-grade AI architectures for enterprise customers. Working with AWS, the company supports secure and scalable AI delivery across regulated and high-impact industries while enabling teams to move with clarity and confidence from design through deployment. 

A Destination for Elite AI Builders 

The Studio for Generative and Agentic AI reflects Robots & Pencils’ long-standing commitment to talent density and engineering craft. Employees average fifteen years of experience and contribute patents, published research, and category-defining products across industries. The Studio in Bellevue offers engineers, applied AI specialists, product leaders, and user experience innovators the opportunity to shape a new hub while influencing high-stakes client work from the ground up. 

“To support our substantial client demand, we need incredible GenAI talent and are significantly investing in how we work with AWS. Our Bellevue AI Studio places our teams in close proximity to AWS, creating an environment that supports knowledge sharing and enables us to tap into the Seattle-area hot bed of incredible, wicked-smart talent,” said Len Pagon Jr., CEO of Robots & Pencils. “The Bellevue location expands our ability to deliver applied AI outcomes at scale while creating an environment where experienced builders can do the most meaningful work of their careers. This expansion reflects confidence in our teams and the direction we are taking the company.” 

Velocity Pods Deliver AI Products in Weeks 

Teams in the Studio operate in industry-focused Velocity Pods supporting Education, Energy, Financial Services, Healthcare, Manufacturing, Transportation, and Retail and CPG. These pods launch AI generative and agentic products to market in 30-to-45-day cycles while addressing complex modernization and intelligent automation programs across the enterprise. 

Now Hiring for AI Engineering Jobs in Bellevue 

Robots & Pencils is actively staffing the Studio for Generative and Agentic AI in Bellevue and invites experienced engineers and builders to apply. Open roles span engineering, applied AI, product, and design. 

Interested candidates can explore opportunities and submit applications at robotsandpencils.com/careers. 

The Studio in Bellevue opens with momentum, leadership, and a clear mandate to build AI solutions that matter.  

The pace of AI change can feel relentless with tools, processes, and practices evolving almost weekly. We help organizations navigate this landscape with clarity, balancing experimentation with governance, and turning AI’s potential into practical, measurable outcomes. If you’re looking to explore how AI can work inside your organization—not just in theory, but in practice—we’d love to be a partner in that journey. Request an AI briefing. 

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As a Pattern Partner, Robots & Pencils brings proven success with emerging technologies on AWS, including AI/ML, Generative/Agentic AI, Robotics, Space Technology, and Quantum. The program focuses on accelerating enterprise adoption through repeatable, scalable patterns that encode tested ways to solve specific business problems, with architecture, controls, and delivery practices that have already been validated with customers. 

For customers, selection of Robots & Pencils into this program signals that AWS has reviewed and endorsed both the outcomes and the operating model behind the work delivered in these domains. Enterprises that face pressure to modernize critical processes, adopt AI safely, and respond to new regulatory and security requirements gain access to patterns that have already delivered measurable results. 

Pattern Partners also sets a clear horizon view for emerging technology. In the near term, it concentrates on AI/ML, Generative & Agentic AI patterns, including sub domains such as Process to Agent (P2A), Agent to Agent (A2A), Responsible AI, and RegAI. Over the midterm, the program extends these capabilities into connected environments that use Robotics, IoT, and Edge and Space Technology on AWS. For the long term, it explores Quantum and next generation enterprise innovations, aligning new capabilities with existing AWS investments in data, AI, and security as they mature into reliable patterns. 

Our Pattern: Enterprise Document Intelligence Platform 

At the heart of the participation of Robots & Pencils in Pattern Partners is a flagship pattern that the company is co-developing and scaling with AWS. 

The Customer Problem 

Organizations in Energy, Manufacturing, and Health & Wellness face a common set of challenges. Data and workflows sit in disconnected systems, which slows AI adoption and creates duplicated effort. Teams find it difficult to govern AI models and agents at enterprise scale, especially when regulations and internal standards move quickly. Talent and process gaps make it hard to adopt new technology in a way that satisfies risk, compliance, and operational leaders. 

Our Joint Approach with AWS 

Together with AWS, Robots & Pencils has designed the Enterprise Document Intelligence Platform. This pattern combines an architecture built natively on AWS using Amazon Bedrock, Amazon SageMaker, and Amazon Bedrock AgentCore, an operating model with clear roles, runbooks and guardrails for IT, data, security and business teams, and accelerators such as pre-built integrations, automations, policies, templates, dashboards and agents. This pattern is being refined through a time boxed incubation with a set of lighthouse customers. As it matures, it is packaged as a Pattern Package so that more joint customers can adopt it rapidly with consistent results. 

Early Results 

Early adopters are already reporting tangible outcomes from the Robots & Pencils’ Enterprise Document Intelligence Platform. With 2 million interactions across 100,000+ users, customers reported a 90% satisfaction score and 40% improved confidence in responses from the pattern. 

As these results are validated across additional lighthouse customers, the Pattern Package becomes available to AWS field teams globally. This enables customers in new regions and sectors to benefit from the same proven approach without restarting design from the beginning. 

How the Pattern Partners Program Works with Customers 

When a customer engages Robots & Pencils through the Pattern Partners program, the engagement starts from a proven blueprint, not from scratch. The Pattern Package already encodes successful implementations, including architectures, guardrails, and playbooks. Customers receive coordinated support from AWS specialists, the AWS Consulting COE Pattern Partner team and experts from Robots & Pencils across consulting, engineering, and product. 

The program design supports fast yet responsible experimentation. Customers can move from idea to live pilot while maintaining enterprise grade security, compliance and governance. The pattern also includes a clear path from pilot to scale, so organizations can extend from initial deployments to cross region and multi business unit rollouts with ongoing optimization. 

Being part of the AWS Pattern Partners program allows Robots & Pencils to bring emerging AWS capabilities such as Generative AI and Agentic applications to customers earlier. Guardrails and controls stay clear and well defined. The company can turn its strongest customer successes into repeatable assets that benefit a wider set of organizations. Collaboration with AWS field teams, solution architects and service teams keeps the pattern aligned with the latest platform innovation. Robots & Pencils also contributes back to the broader AWS partner ecosystem by sharing learnings and raising the standard for how emerging technology is adopted. For customers, this approach reduces risk, increases predictability, and accelerates business impact from AWS investments. 

Partner Perspective 

“Joining AWS Pattern Partners is a strategic milestone for Robots & Pencils,” said Jeff Kirk, Executive Vice President of Applied AI, Robots & Pencils. “With our Enterprise Document Intelligence Platform, we turn our strongest customer wins into a clear, repeatable path to reduce onboarding time for customers in need of intelligent search, and increased confidence in the accuracy of the results, so customers can move from pilots to production with greater speed, control and confidence.”  

AWS Perspective 

“AWS created Pattern Partners to work with a select cohort of builders who can set the standard for how enterprises adopt emerging technology on AWS. Robots & Pencils brings deep expertise in KnowledgeOps, including RAG and compound systems, and a proven pattern in the Enterprise Document Intelligence Platform that is already delivering measurable outcomes for customers,” said Brian Bohan, Managing Director of Consulting COE, AWS. “We look forward to scaling this work together and bringing these benefits to more joint customers across industries.”  

Next Steps 

Customers interested in these patterns can speak with Robots & Pencils through Robotsandpencils.com/contact to review current challenges and identify which patterns are most relevant. 

Those that want to explore Enterprise Document Intelligence Platform in depth or learn how the AWS Pattern Partners program could support their own roadmap can request a focused discovery session. In that conversation, AWS and Robots & Pencils work with stakeholders to map business challenges to the pattern, estimate potential impact, and define a practical path to adoption. 

Together, AWS and Robots & Pencils look forward to turning critical business challenges into repeatable, scalable patterns for growth. 

The pace of AI change can feel relentless with tools, processes, and practices evolving almost weekly. We help organizations navigate this landscape with clarity, balancing experimentation with governance, and turning AI’s potential into practical, measurable outcomes. If you’re looking to explore how AI can work inside your organization—not just in theory, but in practice—we’d love to be a partner in that journey. Request an AI briefing. 

Key Takeaways

• Robots & Pencils has been selected as a launch partner in the invite-only AWS Pattern Partners program, recognizing leadership in next generation AI and emerging technologies.
• The joint Enterprise Document Intelligence Platform provides a validated, repeatable pattern that helps enterprises adopt Generative and Agentic AI with confidence.
• The pattern incorporates AWS native services such as Amazon Bedrock, Amazon SageMaker, and Amazon Bedrock AgentCore, along with an operating model, runbooks, guardrails, and pre-built accelerators.
• Early lighthouse customers report strong outcomes including high satisfaction, increased confidence in accuracy, and millions of successful interactions.
• The program gives organizations a faster, clearer path from idea to pilot to full scale rollout, supported by coordinated teams across AWS and Robots & Pencils.
• Enterprises gain access to patterns that reduce risk, increase predictability, and produce measurable business impact from AWS investments.

FAQs

What is the AWS Pattern Partners program?

It is an invite-only AWS initiative that works with a select group of consulting partners to define how enterprises adopt next generation AI and emerging technologies through validated, repeatable patterns.

Why was Robots & Pencils selected as a Pattern Partner?

AWS recognized the company’s proven outcomes across AI and emerging technologies, as well as its track record delivering measurable results with scalable architectures and operating models.

What is the Enterprise Document Intelligence Platform?

It is a jointly designed pattern that uses AWS native services and accelerators to help organizations unify data, streamline governance, and deploy Generative and Agentic AI across complex environments.

Which AWS technologies power the pattern?

Key services include Amazon Bedrock, Amazon SageMaker, and Amazon Bedrock AgentCore, along with AWS controls, security practices, and operational frameworks.

Who benefits most from this pattern?

Enterprises in sectors like Energy, Manufacturing, and Health and Wellness that face challenges with disconnected data, evolving regulations, and the need for responsible AI adoption at scale.

What results have early adopters seen?

Customers reported 2 million interactions across more than 100,000 users, a 90 percent satisfaction score, and a 40 percent improvement in confidence in response accuracy.

How does the program support faster innovation?

Organizations begin with a proven blueprint rather than a blank page. This accelerates pilots while maintaining enterprise grade governance and provides a clear pathway to large scale deployment.

How do customers engage?

Teams can connect through Robotsandpencils.com/contact to discuss current challenges or request a focused discovery session to understand fit, impact potential, and next steps.

What does this mean for long term innovation?

The program continually extends into new domains, guiding enterprises through emerging capabilities such as Robotics, IoT, Space Technology, and Quantum as they mature into reliable patterns.

The post Accelerating Innovation with AWS: Robots & Pencils Selected as an AWS Pattern Partner  appeared first on Robots & Pencils.

Robots & Pencils, an applied AI engineering partner known for high velocity delivery and measurable business outcomes, today announced plans to open a Seattle-area Studio for Generative & Agentic AI office in downtown Bellevue in early January 2026. The expansion fuels the next phase of growth for the company’s AI-native Studio and strengthens North American delivery, as demand for AI-enabled product engineering accelerates across the United States. As an Amazon Web Services (AWS) Partner, the Bellevue location, with its proximity to Amazon headquarters, is a natural site to accelerate client AI solutions on Amazon Bedrock, Amazon SageMaker, Amazon Bedrock AgentCore, and more. 

Candidates seeking high-impact engineering roles can learn more at robotsandpencils.com/careers. 

The new Studio reflects a growing U.S. footprint supported by existing global operations in Cleveland, Calgary, Toronto, Bogotá, and Lviv. The Studio organizes cross-functional product, engineering, data, and design talent into vertical industry-focused pods that support sectors such as Education, Energy, Financial Services, Healthcare, Manufacturing, Transportation, and Retail/CPG. The presence in the Seattle area adds meaningful engineering capacity and enhances support for clients pursuing ambitious AI programs and large-scale modernization work. 

“The investment in Bellevue and access to deep talent in the Pacific Northwest gives our teams and our clients a powerful new chapter,” said Len Pagon Jr., CEO of Robots & Pencils. “The engineering expertise in this region aligns perfectly with our Studio strategy. We see tremendous opportunities to grow our talent base, strengthen delivery, and help organizations reach AI outcomes that advance their businesses. Our teams are energized by this expansion and ready for the momentum ahead.” 

Jeff Kirk, Executive Vice President of Applied AI at Robots & Pencils, will lead the Bellevue studio. “The Studio in Bellevue is a pivotal investment in our client and talent strategy,” said Kirk. “Engineers and builders in this region bring the experience and ambition that shape industry-defining solutions. Speed matters, and our Studio structure is designed for launching AI products to market every 30 to 45 days. The Seattle-area strengthens the engineering capacity required to deliver that velocity at scale. We look forward to building a team that thrives on complex challenges and produces work that matters.” 

Robots & Pencils continues to invest in environments where elite talent can perform at the highest level. The company is known for its talent density, with teams averaging fifteen years of experience and contributing patents, published research, and category-shaping products across industries. The Studio creates space for engineers, applied AI specialists, product leaders, and user experience innovators to influence major client engagements and shape a new hub from the ground up. It anchors work in AI systems, agents and agentic workflows, digital modernization, intelligent automation, and data-driven product innovation. 

Interested applicants can explore open roles at robotsandpencils.com/careers. The Studio is ready for builders who want to shape the next era of AI solutions with momentum and purpose. 

The pace of AI change can feel relentless with tools, processes, and practices evolving almost weekly. We help organizations navigate this landscape with clarity, balancing experimentation with governance, and turning AI’s potential into practical, measurable outcomes. If you’re looking to explore how AI can work inside your organization—not just in theory, but in practice—we’d love to be a partner in that journey. Request an AI briefing. 

The post Robots & Pencils Plans Seattle-area Expansion with Studio for Generative & Agentic AI  appeared first on Robots & Pencils.

Robots & Pencils, an applied AI engineering partner, will attend AWS re:Invent 2025, taking place December 1–5 in Las Vegas, joining global builders and business leaders shaping the future of cloud, data, and AI. 

Schedule time to connect with the Robots & Pencils team at AWS re:Invent. 

Robots & Pencils enables ambitious teams to move faster, build smarter, and deliver measurable results. With proven systems and elite engineering talent, the company modernizes, activates AI, and scales intelligent products across leading cloud platforms. 

“Leaders of organizations are seeking methods to speed up time-to-market and modernize work,” said Jeff Kirk, Executive Vice President of Applied AI at Robots & Pencils. “AI is a strategic advantage that increases the velocity of how organizations deliver on customer needs. That’s where we live, turning data, and design into intelligence that moves the business forward.” 

Where traditional systems integrators scale with headcount, Robots & Pencils scales with small, nimble teams and compounding systems that learn, adapt, and accelerate impact. Through a continuous cycle of piloting, scaling, calibration, and operationalization, the company helps clients move from idea to implementation with speed and confidence. By combining automation with human-in-the-loop intelligence, Robots & Pencils compresses months of research, design, and development into weeks, driving faster outcomes and sharper market alignment. 

Across industries such as Financial Services, Education, Healthcare, Energy, Transportation, Industrial Manufacturing, and CPG/Retail, Robots & Pencils helps organizations modernize systems, activate intelligent automation, and deliver products that evolve with the business. 

The team will be in Las Vegas throughout the week. Schedule a meeting with Robots & Pencils at AWS re:Invent. 

The pace of AI change can feel relentless with tools, processes, and practices evolving almost weekly. We help organizations navigate this landscape with clarity, balancing experimentation with governance, and turning AI’s potential into practical, measurable outcomes. If you’re looking to explore how AI can work inside your organization—not just in theory, but in practice—we’d love to be a partner in that journey. Request an AI briefing. 

The post Robots & Pencils Brings Its Applied AI Engineering Expertise to AWS re:Invent 2025  appeared first on Robots & Pencils.