Build
How we deliver AI Chat Assistants.
Most agencies pattern-match the playbook. We work the weakest part from first principles — here's how that plays out.
The traditional way
Bolted-on chatbot widgets
AI surfaces nobody uses, isolated from your CRM & knowledge base — a feature, not a workflow.
Hallucinated answers to customers
Generic LLMs ungrounded in your content — confident wrong answers, brand risk.
Platform-locked workflows
Automation that only works inside the vendor's walled garden — switching costs lock you in.
Manual reporting after every period
Spreadsheets exported & re-formatted on a schedule — automation that needs a human to run it.
The Metrix method
AI inside the systems you already run
Surfaces in HubSpot, Salesforce, your portal — not bolted-on chatbots nobody uses.
Grounded in your knowledge base
Retrieval-augmented over your content — answers traceable to a source, no hallucinations.
Pragmatic stack — native APIs, n8n, Zapier
Tools chosen for the spec, not the contract — no vendor lock-in baked into the build.
Reporting & CRM automations that stack up
Operations scaled without headcount — every hour saved builds on the last.
Name the weakest part.
Move the number.
We find the part of your business costing the most, fix it for you & prove the change in numbers. Fixed fee, tied to a result — no retainers, no hourly.
Clear direction · Less noise · Results you can see