Scoped autonomy, audited

Agents that do real work and can prove what they did.

Narrow, tool-using agents with explicit permissions, evaluation, and escalation. Built for accountability, not demos.

78%
of tier-1 tickets resolved without a human
<2 s
median tool-call latency in production
100%
of actions written to an audit trail

How it works

What's actually inside this engagement.

Four capability pillars we build in every version of this service, adapted to your stack.

01

Tool and permission design

Every capability is an explicit, typed tool with scoped credentials and rate limits.

02

Retrieval that stays fresh

Incremental indexing across your sources with provenance on every answer.

03

Evaluation harness

Golden sets, adversarial cases, and CI gates so behavior changes are caught before shipping.

04

Graceful escalation

Agents hand off with full context when confidence drops. No silent failures.

What you get

Deliverables

  • Agent specification and permission matrix
  • Production agent with monitoring and cost controls
  • Eval suite with regression CI
  • Escalation and audit tooling

Under the hood

Stack

TypeScriptLangGraphpgvectorAnthropicOpenAIRedisOpenTelemetry

Engagement

Pilot in 4 weeks, production hardening in 4–8 more.

Questions

AI Agents, answered directly.

Capabilities are whitelisted, destructive actions require approval, and every run is evaluated against a golden set.

Next step

Ready to talk about ai agents?

A 30-minute discovery call, no deck. We'll come with questions about your process and leave you with a scoped first step.

Typical reply within one business day