CLC Labs execution-layer product

Governed execution for production OpenAI workflows.

CachePilot sits between application logic and the OpenAI Responses API so teams can control cost, latency, output budgets, tool access, policy receipts, and hash-first telemetry without prompt or output storage by default.

Request to policy to receipt
curl https://api.cachepilot.clclabs.ai/v1/responses \
  -H "X-CachePilot-Key: cp_live_proj_abc" \
  -H "Authorization: Bearer sk-your-openai-key" \
  -d '{
    "model": "gpt-4.1",
    "input": "Run the production support workflow",
    "tools": [{"type": "file_search"}]
  }'

< X-CP-Policy-Version: 4
< X-CP-Output-Budget-Applied: 800
< X-CP-Skills-Applied-Hash: a3f8...c1e2
< X-CP-Prefix-Hash: 7b2d...f491
Governed OpenAI gateway

The production controls missing from raw API traffic.

01

Policy Receipts

Every governed request carries policy version, output budget, skills hash, prefix hash, and other X-CP receipt headers.

02

Hash-First Telemetry

Track request structure, drift, latency, token usage, and cache behavior without storing prompts or outputs by default.

03

Budget Enforcement

Apply route-level output budgets and policy controls before requests reach the OpenAI Responses API.

04

Tool Governance

Control shell, hosted tools, tool schemas, and skill pipelines with explicit project policy.

05

BYOK Path

Your application supplies the OpenAI key while CachePilot applies policy and records content-free receipts.

06

Drift Detection

Pin golden runs and compare future workflow hashes against known-good production behavior.

How it works

Start narrow, prove the governed path, then expand.

01

Route one workflow

Point a selected production OpenAI path through CachePilot and keep the baseline path visible for comparison.

02

Apply policy

Set output budgets, tool access, cache hygiene rules, and receipt requirements for that workflow.

03

Compare results

Review governed-vs-passthrough behavior across cost, latency, drift, and auditability before rollout.

Find the execution leaks in one real workflow.

Start with a technical teardown or a 14-day governed gateway pilot. The first decision should come from measured workflow data, not a generic demo.

CLC Labs tools

Public diagnostics for production OpenAI teams.

Use the calculators and leak-audit tools before deciding which workflow to route through CachePilot.