// 01 What we deliver
What we deliver
Tool-calling agents wired into your systems
Agents that call real functions against Odoo, Payload, HubSpot, Stripe and your own databases — reading records, updating them and triggering work, rather than only answering questions.
RAG over your documents with pgvector
Retrieval-augmented generation against your contracts, procedures and correspondence, with embeddings stored in PostgreSQL via pgvector or a managed vector database, and every answer citing its source.
Multi-step orchestration and state
Long-running jobs that survive restarts, retry failed steps and resume where they stopped, so an agent handling a twenty-step process does not lose its place.
Model-agnostic, benchmarked per task
Frontier models from any provider, or open-source on your own infrastructure via Ollama or vLLM. Candidates are benchmarked on your real tasks and kept swappable behind one interface.
Observability and evaluation
Traces, token cost, latency and failure rates captured per run, with an evaluation set so a prompt or model change is judged on evidence rather than impression.
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