Forward-deployed AI · founded 2023
Production AI systems for small businesses
Itamih is a consulting studio that builds and ships AI software end to end. RAG, agents, voice, and custom Claude Code stacks — deployed on-prem or in the cloud, then run with the team that uses them.
What we build
RAG and agents
Retrieval over private data, multi-step agents, tool use, evaluation harnesses. Built on the Anthropic stack when it fits, custom when it doesn't. We ship the loop, the prompts, the cache strategy, and the dashboards.
Voice and customer-facing assistants
Phone and chat assistants that answer real questions, route correctly, and hand off to humans cleanly. Latency-aware, cited, scoped to your data.
On-prem and cloud LLM deployment
When data can't leave the building, we deploy open-weights models on your hardware. When it can, we wire up the frontier APIs and own the cost and reliability story end to end.
Custom Claude Code stacks for your team
Internal tooling, skills, and agent workflows tuned to how your team actually works. The same harness we use to build everything else.
Full-stack product engineering
Most AI work doesn't fail at the model layer — it fails at the app around it. We design the UI, model the data, run the migrations, and operate the production system.
Selected work
Four engagements that show the range — production hospital software, a private-markets agent platform, a family-office wealth advisor, and a foundation-side AI stack.
Rewriting a 26-year-old dental practice OS
Full migration off a legacy Centura/Gupta SQLBase system. ~36K patients and ~102K visits moved cleanly into a modern stack. Live in production, used daily by doctors, billing, and ops.
A private-markets agent platform for CRE
Three engines over a DuckDB warehouse: deal sourcing, underwriting, and outreach. Built to compress time from listing to decision.
Holding & David.ai: wealth dashboard with a Claude advisor
Multi-entity, multi-currency portfolio tracking, paired with a Claude agent grounded in the actual holdings.
FundLens: AI grant prospecting
Filters 10K+ foundations, scores mission alignment with Claude, drafts personalized outreach.
How we engage
Forward-deployed
We embed with your team, learn the workflow, and ship working software in weeks. The first deliverable is a thing your team uses, not a slide deck.
End to end
One studio handles the model, the app, the data pipeline, and the deployment. No handoffs between vendors. No diffusion of responsibility.
Operate, don't just deploy
We don't ship and disappear. The system runs with the team that uses it. We stay close, fix what breaks, evolve what works, and hand it off when the team is ready to own it.
Get in touch
Tell us what you're trying to build or what's slowing your team down. If it's a fit we'll schedule a working session within a week. If it isn't, we'll point you to someone who's a better match.