Your chatbot makes things up, an n8n or Make automation fails silently, or nobody trusts what your AI agent does. I audit it read-only, measure the problem and give you a ranked list of fixes.

Who it's for: teams with an AI bot, RAG assistant, agent or automation already running that isn't reliable enough to trust.

Answers: does the bot answer only from your content, cite sources and admit when it doesn't know? I build a small test set from your real questions and score it.

Automations: silent failures, missing retries, duplicate runs, secrets in workflows, webhooks without signatures.

Agents: what the agent can change, whether actions need approval, whether every step is logged.

Security: prompt injection, data leaking between customers, exposed admin panels.

Cost: tokens per conversation and where money is wasted.

You give me read-only access (or exports) and 3–5 examples of where it goes wrong.

I test and measure, read-only. Nothing is changed on your production system.

You get a written report and a 30-minute walkthrough.

The fixes themselves can be quoted separately at a fixed price.