01APPLICATIONS
LLM products
Assistants, copilots, and intelligent features engineered for production.
- Chat · tool use · streaming
- Structured outputs · APIs
AI & LLM consulting studio
Intelligence,
made useful.
We design, build, and ship reliable AI products—from RAG systems and agents to fine-tuned models and evaluation pipelines.
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01The full LLM stack,
CAPABILITIES
The full LLM stack,
end to end.
From first prototype to on-call operations, we build the complete system around the model.
02KNOWLEDGE
RAG systems
Grounded answers over your data with retrieval designed for real queries.
- Hybrid search · chunking
- Re-ranking · citations
03AUTOMATION
AI agents
Human-in-the-loop agents that act safely across your tools and workflows.
- Planning · integrations
- Guardrails · recovery
04QUALITY
Evals & observability
Measurement systems that catch regressions and make releases dependable.
- Test sets · scorers
- Tracing · analytics
05MODELS
Fine-tuning
Focused models optimized for your task, latency, and operating cost.
- Dataset curation · SFT
- Distillation · preference tuning
06OPERATIONS
AI infrastructure
The gateways, fallbacks, caching, and delivery systems production AI needs.
- Cost · latency · reliability
- Prompt and model CI/CD
02Measured honestly.
HOW WE WORK
Measured honestly.
Built to last.
AI projects fail through ambiguous goals, missing evaluations, and quiet regressions. Our process addresses those risks from day one.
Discover
Define success, failure, and the constraints that actually matter.
Design
Choose the simplest architecture and write the evaluation plan first.
Build
Move from prototype to production using evidence, not intuition.
Operate
Monitor drift, improve quality, and control cost as usage evolves.
HAVE A USE CASE IN MIND?
Let’s make AI
work in production.
Tell us about the use case, your current stack, and the outcome you need. We’ll respond with a candid technical perspective and practical next steps.