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Autonomous AI will run your business operations.
Stimulir is bringing trustworthy outcomes to Finance and Ops.

AI Workspaces

AI workspaces

Stimulir makes Finance accessible to the people closest to the business, not just the specialists.

Finance

Close faster, trust the numbers, stay confident.

Decision-ready outputs

  • Month-end close pack
  • Monthly financial report
  • Rolling forecast
  • Investor update + board report
  • Runway risk summary
  • Cash flow statement
  • Burn rate analysis
  • Vendor spend summary
  • Budget vs actuals report
  • Revenue Intelligence

Control Plane

Execution governance by design.

Context is preserved across every step, so agents never lose state, and every output is traceable to the data that produced it.

Propose

Agents generate actions and outputs.

Gate

Confidence-aware routing enforces policy.

Execute

Transitions commit only after approval.

Context

Agents are grounded with the data and state they need before acting.

Evidence

Traces and decision logs attach to every action.

Learn

Policies and adaptive learning across future runs.

Lifecycle State Machine

Deterministic states with enforced transitions.

Policy Engine

Constraint evaluation before execution commits.

Checkpointed Execution

Resume across retries, crashes, and escalations.

Durable Context Layer

Business data, prior run state, and policy constraints injected at every transition.

Specialist Subagents

Browser-level and Developer-level step agents per workflow domain.

Adaptive Evidence Memory

Append-only logs with replayable artifacts, sync-back, and adaptive learning across runs.

Trust

Trust enforced by architecture.

Governance is evaluated before execution, preserved across failure, and evidenced after completion.

Without governance

  • Workflows drift.
  • Context disappears across retries.
  • Confidence becomes guesswork.
  • Audit gaps compound.
  • KPI signals distort.

With Stimulir

  • Policy-evaluated transitions
  • Confidence-gated escalation
  • Checkpoint recovery
  • Append-only evidence trails
  • External sync-back integrity
  • Context preserved across every run

Pricing

Simple, transparent pricing

Start free. Scale when you're ready.

Free

For individuals exploring AI-native workflows.

FreeNo credit card required
  • 100 credits per month
  • 10 agent tasks per day
  • Basic support
Start Free
Most popular

Pro

For teams running governed autonomous workflows.

£50/month
  • 1,000 credits per month
  • Unlimited tasks per agent
  • Agent memory / context
  • Priority support
Start Pro

Request early access

If you're deploying autonomous workflows, Stimulir turns execution into trusted, decision-ready outcomes.

No spam. We'll reply with a demo and onboarding plan.

FAQ

Frequently asked questions