| Factor | Codaiman | Traditional agency |
|---|---|---|
| AI used in the build process itself, not just marketed | Varies | |
| Runs its own live products daily (not just client work) | Rare | |
| Direct access to the engineers doing the work | Varies | |
| MVP-focused delivery (weeks, not months, for a focused scope) | Varies | |
| Full source code & ownership on completion | Varies | |
| Large account-management layer between you and developers | Common | |
| Enterprise-scale bench for very large, multi-team engagements | Varies |
AI is used both to accelerate the build itself (LLM-assisted scaffolding, reviewed by engineers) and as a core feature inside client products — not just a marketing label on an otherwise conventional process.
Codaiman's own products — siteIQ, CWS, ToolHub, Fluenzo — are built and operated by the same team that does client work, so the AI-assisted workflow is proven daily on real, live software, not only pitched to clients.
You talk to the people actually building your project. There isn't a large account-management layer between you and the engineers.
Yes — for very large, multi-team enterprise engagements needing a big bench across many parallel workstreams, a larger traditional agency's scale can be the right fit. Codaiman is built for focused, fast-moving projects where direct access to the builders matters more than headcount.
A free discovery call comes first, then a clear milestone timeline — a focused MVP typically ships in 3-6 weeks.