Custom AI Solution vs Generic AI Tools
Generic AI tools (ChatGPT, Copilot and similar) are excellent for individual productivity. A custom AI solution wins when answers must be grounded in your private data, wired into your systems, governed, and owned — not typed into a chat box and copied back out.
| Criterion | Custom AI Solution | Generic AI Tools |
|---|---|---|
| Setup effort | A build project | Instant — buy a licence |
| Grounded in your data | Yes — RAG over your systems | No — general knowledge only |
| Workflow integration | Embedded in your apps & processes | Separate chat window, copy-paste |
| Data privacy & governance | Your boundary, your controls | Depends on the vendor plan |
| Consistency & guardrails | Enforced — tuned to your rules | Varies prompt to prompt |
| Cost model | Build once, run at token cost | Per-seat subscription |
| Individual productivity | Not the point | Excellent out of the box |
| Automating a real process | Yes — agents & pipelines | No — human in the loop each time |
Choose Custom AI Solution when
You need answers grounded in private/company data, AI embedded in a product or workflow, governance and auditability, or an actual process automated end-to-end.
Choose Generic AI Tools when
You want to lift individual productivity today — drafting, summarising, coding help — with no build and standard, non-sensitive inputs.
The verdict
Give your team generic AI tools for personal productivity now — and build a custom solution where AI touches your data, your customers, or a process you want to automate. The two are complementary. Lazlo builds the grounded, governed, integrated layer that a chat box can't be.