AI Products
Leverage the power of Large Language Models and Machine Learning to build intelligent applications. We integrate cutting-edge AI to automate workflows and enhance user experiences.
Built with
Useful AI features, grounded in your data
We build AI that ships — not demos. Every feature comes with retrieval grounded in your sources, structured outputs you can validate, evals that catch regressions, and observability so you know exactly what every prompt costs.
LLM Integration
GPT-4, Claude, and open-weight models — selected per task, not religion.
RAG Systems
Retrieval over your docs with citations, freshness, and re-ranking.
Custom Fine-tuning
When prompting can't get the tone, format, or behavior reliably.
AI Agents & Assistants
Tool-using agents with guardrails, loops, and explicit handoffs.
Vector Database
pgvector or Pinecone, indexed and tuned for your retrieval pattern.
Prompt Engineering
Eval-driven iteration — not vibes — backed by automated test suites.
Built for teams stuck between options
The signals we look for, the painful realities we hear, and the way we typically resolve them.
B2B SaaS adding AI
Pain
Your customers are asking for a copilot or AI search and your roadmap can't stop to do months of foundational AI work.
Solution
We integrate alongside your existing stack — RAG, evals, guardrails — without you forking a model team off the main product.
Knowledge-heavy workflows
Pain
Teams hunting through PDFs, tickets, and wikis for answers that exist somewhere in your org.
Solution
We build retrieval systems that answer with citations from your actual sources, so trust isn't an act of faith.
AI-native MVPs
Pain
You're shipping a v1 where AI is the core value, and demos are easy but the model misbehaves the moment a real user hits it.
Solution
We design for evals from day one — every prompt instrumented, every regression caught before it ships.
Internal automation
Pain
Ops teams drowning in classification, triage, summarization, or extraction tasks humans are doing manually at scale.
Solution
We build pipelines that hit your quality bar, with monitoring on accuracy, latency, and cost per run.
Built for ownership, scalability, and the long haul
Shipped with evals, observability, and the cost discipline to run in production.
Competitive Advantage
Embed intelligence directly into your product workflows — before a competitor does.
Operational Efficiency
Automate complex tasks and decision-making with measured accuracy and cost.
Personalized Experiences
Hyper-personalized content and recommendations grounded in real user context.
Opinionated, but not married to a stack
We default to a tight set of tools we trust in production, and pick the right one for each layer.
LLM Providers
01Frameworks
02Vector DBs
03Backend
04Observability
05Storage
06Selected engagements
A few projects where we've shipped this kind of work — problem, stack, and outcome at a glance.
Questions before we start building?
What teams typically ask before kicking off an engagement.
Still unsure what you need?
Book a 30-minute technical discovery call. We'll help you clarify scope and the right next step.
Ready to build?
No pressure. We'll help you clarify scope, budget, and the best technical path forward.