What Derive Adds
Analytical capabilities for the systems you are building.
Give your application analytical capabilities that would otherwise require a dedicated engine, from statistical methods to mathematical and logical computation.
Deterministic analysis inside your application
Analytical depth without a custom engine
Output ready for downstream systems
A consistent analytical layer across your agentic workflows
What is Derive?
An Analytical AI engine for agents, applications, and workflows.
Derive API connects questions to data, code, and operational context, then runs deterministic analysis behind the scenes.
It returns structured results backed by computation and traceable to the supporting evidence.
Use it when you need answers you can prove, not guesses you have to trust.
For Teams Using AI For Real Work
Modernization work often begins with estimates, interviews, partial documentation, and assumptions.
Using Derive, we analyze code repositories to reveal dependencies, architecture, business logic, and risk before scope, budget, timeline, and staffing decisions are locked in.
Know what exists before you commit to the work.
A High-Value Use Case: Modernization Intelligence
When Answers Carry Consequences
Generative AI is useful for explaining and summarizing. But decisions involving money, operations, customers, modernization, risk, or strategy require more than a plausible response.
Derive puts structured analytical methods behind the interface, so each result can be checked against the data, logic, and context that produced it.
Operations
Bring analysis into the tools your teams use to investigate performance, identify bottlenecks, and plan improvements.
Development
Turn analytical requests into repeatable API calls that can be tested and incorporated into application logic.
Data and AI
Standardize repeatable analytical workflows across applications instead of rebuilding the same analysis in every tool.
Modernization
Use findings from code analysis to evaluate scope, staffing, and delivery assumptions.
Less Work Between Question and Answer
From Request to Usable Output:
Send a question with the relevant data, code, or operational context.
Derive connects the request to structured analytical methods and performs the analysis.
Your application receives output it can display, explain, store, or reuse.
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Envision
The enterprise view into your business.
Powered by Derive, Envision turns complex business systems into an interactive 3D decision environment.
See how people, data, applications, processes, vendors, locations, and dependencies connect across the enterprise.
Explore operations over time. Zoom from the big picture to the smallest relationship. Understand what changed, where risk lives, and how decisions ripple through the organization.
Envision is available for enterprise engagements.