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Invoke sits between your agent and the real tools it calls — Stripe, CRMs, Slack, Linear, and internal APIs. It controls what happens when the agent reaches for a real tool: validating scope, reconciling ambiguous outcomes, and returning a trace of every decision.

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Why Invoke

AI agents fail in production in three specific ways:
  • Unknown outcomes — your agent calls stripe.charge_customer, the connection drops. Did it succeed? Retrying blindly charges twice.
  • State drift — the customer record the agent resolved at plan time is stale by the time the write executes. Wrong entity gets touched.
  • Duplicate retries — a lost response from a write-once API triggers a second side effect on replay.
These aren’t model problems. They’re execution problems. Invoke solves them at the runtime level.

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How it works

Invoke intercepts every tool call and applies four controls:
  1. Classify — labels the tool as idempotent, write-once, irreversible, or approval-bound
  2. Commit — writes a durable execution record before any side effect lands
  3. Reconcile — checks live state when an outcome is unknown, blocks retries if already succeeded
  4. Trace — returns structured proof of every decision, attempt, and policy gate
Your agent calls Invoke instead of hitting APIs directly. No framework changes required.