Production AI systems. Shipped fast. Maintained properly.
Private chat bots, RAG, agents, evals, and integrations for real products and companies.
Trusted by teams at
What We Do For Your Business
AI that works for you, not the other way around
Private AI model hosting—exclusively yours
Run AI models on your infrastructure or ours. Your data never trains public models. Predictable costs, full control, zero sharing with competitors.
Instant answers from your documents
Search contracts, policies, support tickets, manuals—and get answers with sources cited. Your team stops digging through files and starts making decisions.
AI workers that complete tasks end-to-end
Digital coworkers that handle workflows across your tools—from data entry to customer follow-ups. Free your team from repetitive work to focus on what matters.
Custom AI trained on your business
Not generic ChatGPT. AI that understands your products, processes, and terminology. Works the way you work, speaks the way you speak.
Built-in safety and governance
Human oversight, compliance tracking, and quality checks baked in. Safe to use in regulated industries. Won't hallucinate or expose sensitive data.
Plugs into what you already use
Integrates with your existing software—Salesforce, Slack, databases, internal tools. No ripping out your stack. No isolated demos that never ship.
Architecture
Architecture that survives production
We build retrieval and agent pipelines with explicit gates: ingest → index → retrieve → generate → validate → observe. No black-box chains.
Ingest
Docs, PDFs, SOPs, product data.
Index
Chunking, embeddings, versioning.
Retrieve
Hybrid search + reranking.
Generate
Prompt assembly + citations.
Validate
Guardrails + eval gate.
Observe
Logs, traces, redaction.
Process
How we work
Value alignment
Define outcomes, feasibility, and the first production use case.
- Use-case prioritization + ROI model
- Data access + security constraints
- Phase-1 plan + fixed scope
Design + build
Ship the core workflow, wired into your stack and ready for staging.
- Service blueprint + UX flows
- Retrieval and agent orchestration
- Staging release + demo
Govern + harden
Reliability, safety, and auditability for real-world traffic.
- Eval suite + regression gates
- Monitoring, alerts, runbooks
- Guardrails, redaction, audit trails
Launch + enablement
Production rollout, team training, and continuous improvement.
- Docs + playbooks
- Support SLA
- Next-use-case roadmap
Send the brief + repo access.
We’ll reply with a scoped phase 1 plan, milestones, and a fixed estimate if we can meet your deadline.