Small, focused products for teams shipping AI automation. Start with a scoped audit, prove the issue with real evidence, then automate only the work that repeats.
Bilingual inbound receptionist and lead-response workflow for US HVAC and plumbing teams. Capture missed demand, qualify requests, route urgent calls, and measure verified bookings.
Pre-deployment review for n8n and AI-agent workflows. Find expensive AI use, deterministic routing candidates, sensitive tool permissions, and release-risk flags before production.
Scan code and configuration for deprecated AI APIs, models, and platform features. Get sourced deadlines, migration targets, and a concrete readiness plan.
Vendor-neutral forensic audit for WhatsApp and AI messaging workflows. Analyze metadata and provider exports without requiring message content by default.
Start with one client workflow, compare the findings against your current QA process, then standardize it across handoffs only if it repeatedly catches useful issues.
Tell us which audit you want to test and what input you already have. We will start from exports, configuration, or metadata and keep the first pass scoped.
✓ No production credentials for the first audit
✓ Clear pilot pricing before work starts
✓ Evidence and prioritized next actions in the output
Each Labs product starts as a focused audit that works from exports, configuration, or metadata. If the audit repeatedly produces value, we productize the recurring layer. If it does not, we do not force a subscription around it.
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