* AI products & models
- MVPs
- Fine-tuning
- Production rescue
For founders and product teams building something AI-first. We design and ship the product, fine-tune or train models only where they beat prompting on your numbers, and take over pilots that stalled before production.
What we build
- 01
AI product MVPs
A first version real users can pay for: product, interface, models and infrastructure.
- 02
Fine-tuning & custom models
Training runs and benchmarks against the prompting baseline, so you only pay for a model when it wins.
- 03
Production rescue
Pilots that work in a demo and nowhere else. We find what's blocking production and fix it.
Built in, every time
- ✓A baseline before any training spend
- ✓Costs per request known up front
- ✓Production monitoring from launch
- ✓Code and models you own
Why now
72%
of enterprises raised spending on testing and monitoring agents, the work that gets a pilot to production.
Aldric Research · mid-2026 ↗How it runs
- 01
Discover
Two weeks, fixed scope. We map the use case, test the riskiest assumption on your data, and hand you a plan and a fixed quote.
- 02
Build
Fixed-price milestones. A production system with evals, monitoring and documentation, shipped in weeks, not quarters.
- 03
Operate
We stay to run it: monitoring, evals, model upgrades and incident response. Or we hand it over cleanly.