Infinity vs Generic AI Consulting
Infinity vs. Generic AI Consulting (or "just using ChatGPT yourself")
Generic AI consulting (or giving the team ChatGPT access) teaches the concept. It doesn't connect the AI to your company's real data, doesn't keep running after the meeting ends, and has no governance mechanism over what the AI does. Infinity builds the infrastructure that keeps operating — with its own Ground Truth and a governance brake — long after the first conversation.
| — | Infinity | Generic AI Consulting |
|---|---|---|
| Connection to real data | RAG over your company's Ground Truth | Generic prompts, no proprietary database |
| What's left afterward | Infrastructure running continuously | A slide deck and good intentions |
| Governance over actions | L0-L3 autonomy level enforced in code | None — relies on each employee's judgment |
| Audit trail | Every agent decision logged | Doesn't exist |
| Maintenance | Self-healing and monitored | No one monitors it after the workshop |
| Measurable outcome | ROI and maturity metrics tracked | Hard to measure what actually changed |
Generic consulting is a fine first step to understand the concept. It is not an answer to "who operates this after you leave" — and that question is what decides whether the company's AI initiative survives the first quarter.
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