Capabilities

Everything we build.
End to end.

We cover the full arc — from a two-week AI audit to a production mobile app — so you never have to rewire a handoff between vendors.

01Services

Pick one. Or stack a few.

Most engagements start as an audit and grow from there. Mix and match — or hand us a well-defined scope and we'll quote it fixed-price.

AI audit & strategy

A focused two-week engagement: interview your team, audit your stack, prioritize opportunities, and deliver a build-ready roadmap.

Integration & implementation

Wire third-party AI (OpenAI, Anthropic, open-source) into your existing tools — CRM, helpdesk, CMS, ERP, data warehouse.

Chatbots & AI agents

Retrieval-augmented chat, support deflection, and task agents grounded in your own docs, tickets, and transcripts.

Workflow automation

Automate the manual glue work — follow-ups, triage, summaries, approvals — with human-in-the-loop where it matters.

Custom web apps

From internal tools to customer-facing products. Typed end to end, tested, and shipped on modern infrastructure.

Mobile apps (iOS & Android)

React Native or native Swift/Kotlin where it matters. Built to pass the App Store reviews, not just a demo.

Data engineering

Warehouses, pipelines, event tracking, and vector stores — the unglamorous work that makes AI actually useful.

Evals & observability

Golden datasets, regression tests, cost and latency dashboards — so your AI features stay good after launch.

Embedded retainer

One or two senior engineers, integrated with your team, paid monthly. Extend what we built or take on the next thing.

02AI, done right

We're opinionated about what actually ships.

AI projects don't die in the prototype. They die three months in, when someone realizes the chatbot can't cite its sources, the agent retries forever, or the token bill tripled overnight. We've shipped enough of these to know what survives.

That's why every engagement includes evals, observability, and cost controls from day one. Not a separate phase, not a later upsell — just how we work.

Every feature ships with a golden dataset + regression tests
Cost and latency dashboards in your own monitoring stack
Human-in-the-loop on high-stakes steps, not just high-risk ones
Deterministic fallbacks when the model is confused or slow

Eval matrix · livehover cells

AccuracyLatencySafetyCostGroundednessRegression

OpenAIClaudeGeminiLlamaMistralFine-tune

03Custom software

Web and mobile, engineered for real users.

AI isn't the whole job. Most of the value comes from the software around it — the dashboards, the mobile app, the approval flow, the integration with your CRM. We build those too, and we build them as well as we build the AI.

Next.js on the web, React Native or native Swift/Kotlin on mobile, Python/Node on the backend. Typed end to end, tested, deployed on modern infrastructure you can keep running.

Web: Next.js, TypeScript, Postgres, Vercel or your own cloud
Mobile: React Native for speed, native when performance demands it
Backend: Python (FastAPI), Node, or Go — whatever your team can maintain
Every project ships with CI, tests, docs, and a handoff session

The stack · tilt to inspect

Mobile

iOS · Android · React Native

Web

Next.js · React · TypeScript

API

Python · Node · Go

Data

Postgres · Snowflake · S3

∙

Models

OpenAI · Claude · Open source

04Engagement model

Four phases. No mystery.

Every engagement moves through the same four phases. You can stop at any of them — and you only sign up for the next one when the last one paid off.

Audit

≈ 2 weeks

Interviews with ops + leadership
Stack & data health review
Opportunity map, scored
Build-ready roadmap

Prototype

2–4 weeks

Working demo on your data
Hooked into one real workflow
Honest evals: what works, what doesn't
Fixed-scope quote for v1

Ship

4–12 weeks

Production-grade integration or app
Typed end to end, tested, deployed
Rollout plan + internal training
Handoff docs your team can use

Operate

Monthly retainer

Embedded senior engineers
Tune, monitor, extend
Quarterly roadmap reviews
Exit any time

You own the code, the models, and the runbook — always

01 — Metric

2 wks

Audit to first recommendation

02 — Metric

4–8 wks

Typical ship window

for integrations

03 — Metric

100%

Senior engineers on every project

04 — Metric

30+

Projects shipped across industries

Let's talk

Tell us what you're trying to build.

Send a three-paragraph description and we'll come back with a yes, a no, or three sharper questions. All within one business day.

Start a conversation Email us directly

Everything we build.End to end.