You shipped fast. Now it is in customers' hands and the cracks are showing. RAG hallucinating, agents looping, costs spiking, latency unpredictable. We are the senior team that audits what you have built and ships the production layer so the demo becomes a system you can scale.
Built for AI-native startups, fintech, and healthcare.
We do not take on projects where failure is acceptable.
Organisations our team members have previously worked at, not a client list.
Start here
Every founder we talk to is asking one of three questions. The fastest way to start with us is the audit that matches yours.
AI Opportunity Audit
For companies new to AI.
Where AI fits, what is safe given your data, what realistic ROI looks like. Roadmap of three highest-value integrations.
See what's included →$5,000. 2 weeks.AI Code Audit
For products built with AI coding tools.
You shipped on Cursor, Claude Code, Lovable, v0. Two senior engineers do the review AI tools cannot do themselves.
See what's included →$6,000. 2 weeks.AI Production Readiness
For AI features live in production.
Architecture, evals, costs, reliability. Exactly what to fix and in what order. Audit fee credits to engagements.
See what's included →Centenum Labs
Most teams can call an API. Few build the orchestration, routing, and execution architecture underneath it. Centenum Labs is where we invest in the patterns our client work draws on six to twelve months later.
AI-native operating system for running a business.
Tell Kliog what you need. Its 23 agents and 1,400+ tools handle the rest in one conversation. Two products on the same brain: Kliog AI runs the operation (clients, invoices, scheduling, campaigns, analytics through one chat interface), and Kliog Connect gives your customers their own white-labeled AI portal. Configured for 105 industries.
Formula-first modeling platform
A canvas-based math-to-model platform for ML practitioners. Write the formula, execute the model. Paper to prototype without the scaffolding.
These platforms are how we stay ahead of what clients will need next. When you engage Centenum for AI work, this is the depth you are drawing on.
See full Centenum LabsTell us the problem. Not the budget, not the timeline.
We respond within 24 hours. If it is not a fit, we will be direct about it.