Pigment Stencil
Reinventing implementations with AI
The first agentic delivery system for enterprise planning.
“With the Modeler Agent, I built and launched our North America overheads application in 25 days, which could have otherwise taken four to six months. It was the fastest turnaround we've ever achieved.”
Lizbeth Alberto
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AI-powered delivery. Human-led decisions.
2–7×
Faster implementations when conditions for success are met.
See conditions in FAQ*
90%
Of the implementation delivered using AI.
100%
Decision signed off by people.
Slow, complex implementations keep teams on outdated systems
Replacing a platform can feel more disruptive than living with it.
Requirements arrive slowly
Discovery turns into documents that are reviewed weeks after the workshop.
Legacy logic stays hidden
Business rules live in old formulas and in people's heads.
Testing comes last
Problems surface near the end, when they cost the most to fix.
Delivery hangs on a few people
Scarce specialists configure one requirement at a time, by hand.
how it works
Pigment Stencil puts AI to work
Pigment Stencil puts AI agents to work in every phase of your implementation. Build fast and stay in control of every decision.
You define. Experts steer. Agents execute.Â
Start with context, not a blank page
Agents capture requirements from discovery and keep it in a shared project memory, so design starts with context already in place.
See it before it is built
Agents turn workshop notes into user stories, architecture and design documents. We mock up an application using Frames so you react to something real.
Agents build. Experts steer.
The Agents builds directly in your governed workspace. Implementation experts steer the work and review the logic generated.
Tested as it is built
Agents run first-pass tests against the approved spec and draft UAT scenarios from it that the business validates.
Go live with everything you need to run it
The project memory stays with your application and your team can maintain and extend the model giving AI the full context.

Teams that already made the switch
“Pigment’s AI-first approach is helping us build planning models faster, so we can spend more time with our customers on what matters most: shaping processes and designing experiences they’ll love. The result is more impactful models, with the right planning processes and decision-making capabilities for every business.”
Ryan Meehan
Practice Leader

“We used about 90% AI for our Pigment implementation, so it completely transformed the way the actual build was happening. We were working side by side with the Pigment team and could see it progressing in real time.”
Raymond Yue
SVP Finance
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“We started building at the beginning of August, and within four to six weeks we were live enough to run a full P&L forecast in Pigment. We can now review budget versus actuals and drill from the vendor level down to individual transactions in one place. What used to take 10 minutes to dig into takes seconds.”
Amanda Levine
Director FP&A
“Pigment AI has taken a lot of the repetitive build work off our team’s plate. With clear instructions, the Modeler Agent can build complex logic in Pigment, which has sped up our implementations considerably. That gives our consultants more time to focus on the design decisions that matter most to our customers”
Tanvi Madaan
Partner
“Pigment Stencil is transforming how we deliver implementations. We can take a customer’s existing models and requirements to a working Pigment application in a week, cutting time to value by around 75%.”
Mike Benaron
Partner

“With the Modeler Agent, I built and launched our North America overheads application in 25 days, which could have otherwise taken four to six months. It was the fastest turnaround we've ever achieved.”
Lizbeth Alberto
Digital & Agile
Partners
Your consultant’s expertise. Accelerated by Stencil.
Already working with a partner? Bring them into the conversation from day one.
Expert delivery accelerated by AI
Your consultant uses Pigment Stencil to accelerate delivery while guiding solution design, reviewing results and supporting your teams through adoption.
A shared standard for delivery
AI capabilities run with continuous testing and clear approval points that your consultant orchestrates throughout your implementation.
Expertise shaped around your business
Stencil combines Pigment’s technical expertise with your consultant’s industry knowledge, building a solution around your processes, priorities and long-term needs.
Frequently Asked Questions
What are the conditions for success?
To get the most value out of Stencil, here are our conditions for success:
- Source data identified, mapped, cleaned and accessible
- Owners available for design workshops and review prototypes
- In-scope process flows documented and the initial scope defined
How is Stencil different from other methods using AI?
Stencil is a new process built around AI, not the old process with AI added. AI agents contribute in every phase, from discovery to launch, within a single gated cycle with clear review and sign-off points.
How do we know the AI-built model is correct?
Agents build against a specification you’ve approved and follow Pigment best practices. A Pigment or consultant expert reviews all AI-generated logic, and your team runs user acceptance testing on real data before go-live. Every decision is logged in the project record.
How does Stencil affect pricing?
Stencil changes how the work is delivered. The main benefits are speed, quality and predictability. We agree the outcome, effort and terms with you at scoping.
Where does our data go, and who can see it?
Stencil works on your model structure, specifications and workshop material through Pigment’s governed interface. Access follows your Pigment permissions, and your IT and Security teams stay in control.
See Pigment in action
The fastest way to understand Pigment is to see it in action. Sign up today and explore how agentic AI can transform the way you plan.

From 8 days to 4 min
Update P&L actuals & financial forecasting
80%
Time cut on data aggregation
12 hours
Saved per month on executive reporting
6 days faster
For scenarios creation and analysis
