AI Solutions
AI products that hold up in production
Anyone can wire a prompt to an API. We design AI systems with the unglamorous parts done right — evaluation, guardrails, fallbacks, observability, and cost control — so your product works on day 400, not just day one.
AI product builds typically start at $20K; scoped pilots from $10K.
Where you are
You've seen the demos. But between a prototype and a product sits everything that breaks: hallucinations in front of customers, token costs that scale faster than revenue, prompts nobody can maintain, and no way to measure whether the model is actually good at your task.
Where we take you
A shipped AI product with measurable quality: evaluation suites that catch regressions before users do, structured fallbacks when models misbehave, per-feature cost visibility, and an architecture your own team can extend.
What's included
What we build for you
Custom LLM applications
Chat, copilots, document intelligence, and workflow automation built on Claude, GPT, Gemini, or open-source models — chosen for your task, not the hype cycle.
AI agents & orchestration
Multi-step agents with tool use, human-in-the-loop checkpoints, and deterministic guardrails around non-deterministic models.
RAG & knowledge systems
Retrieval pipelines over your data — chunking, embeddings, hybrid search, and citation-grounded answers that you can trust and audit.
Voice & real-time AI
Voice agents and real-time interfaces with the latency budgets, interruption handling, and transcript pipelines they actually require.
Typical stack
How it works
The same process, tuned to your build
- 01
Discovery call
We learn what you're building, why, and by when. Within 48 hours you get an honest written assessment: scope, timeline, team, and cost — including whether we're the wrong fit.
- 02
Scope & kickoff
We lock milestones, set up repos and infrastructure, and align on the stack. No three-month discovery theater — we start building in week one.
- 03
Build in sprints
A working demo every week and async updates every day. AI-native tooling for speed, senior judgment for quality — you watch the product take shape in real time.
- 04
Launch & grow
We deploy to production, hand over documentation and access, and stay available. Keep us for iteration or scale your own team — we support both paths.
FAQ
AI Solutions questions
Let's talk about your ai solutions project
Tell us what you're building. Within 48 hours you'll have a clear plan: timeline, team, and cost.