StakforgeBuild What’s Next
All capabilities

01 / AI & automation

Put AI into the work—not beside it.

We connect models, business context, tools, and review steps so AI becomes part of a dependable operating workflow—not another disconnected chat window.

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When this becomes urgent

The signals are usually operational.

01

Promising AI pilots are not reaching production.

02

Teams spend too much time finding context and assembling routine decisions.

03

AI adoption is outpacing operating controls, evaluation, or permissions.

What we design and build

Turn high-friction decisions and repetitive workflows into reliable, human-centered systems.

  • Assistants grounded in approved enterprise knowledge
  • Tool-using agents with explicit permissions and checkpoints
  • Workflow automation with confidence-based escalation
  • Evaluation, monitoring, and feedback systems
AI system / governed executionGrounded intelligence inside the workflow
System map / traceable
Grounded intelligence inside the workflowPeople + context connect through Governed intelligence to produce Decision support • Automated workflow • Product feature. Controls and feedback preserve trust and improve the system over time.01 / SOURCE PLANE02 / CONTEXT PLANE03 / INTELLIGENCE04 / OPERATIONSretrieveauthorizeevaluateDocumentsapproved corpusWarehouseenterprise dataTools + APIsavailable actionsUser intenttask + contextRetrieval indexranked evidenceEntity graphfacts + linksTool registryscoped functionsPolicy + evalslimits + qualityAgent runtimeretrieve • reason • actAnswerwith citationsActionvia approved toolHuman reviewexception queueEvaluation tracequality record
01 / SourcesPeople + context
02 / ContextRetrieval index • Entity graph • Tool registry • Policy + evals
03 / OrchestrationGoverned intelligence
04 / OperationsDecision support • Automated workflow • Product feature

Related capabilities

Start with the hard part

Bring us the product idea, broken workflow, or data problem.

We’ll help determine what to build, how to build it, and what it will take to make it work in your environment.

Build What’s Next