Method
Conversational AI, built like a system.
"Connect ChatGPT to a website" produces a toy. A system that qualifies leads, sells products or answers from your documentation needs architecture, evaluation and iteration. This is our method:
Discover
Your business, your users, your data, your current systems — and the problem actually worth solving. We say no to bots that shouldn't exist.
Architect
Conversation flows, controlled tools, memory layers, model selection, safety boundaries. You see and approve the architecture before we build it.
Build
The AI core, the integrations (CRM, e-commerce, calendars, WhatsApp), and an interface your customers actually enjoy using.
Train
Your knowledge goes through a real pipeline — extract, clean, chunk, embed, index — with retrieval that cites its sources. Prompts are versioned and tested, not improvised.
Test
Golden conversations, edge cases, adversarial attacks ("ignore your instructions", "show me another customer's data"). It ships when it passes.
Launch
Production rollout with monitoring, rate limits, cost controls, graceful fallbacks and human escalation from day one.
Learn
Every conversation produces telemetry: what was asked, what failed, what converted, what it cost. We find exactly where conversations leak.
Evolve
Improvements to knowledge, prompts and tools ship as versioned, tested, approved releases — measurable intelligence gains, not marketing fantasy.