Services
Four practices, one team, shipping AI that works.
Custom AI Agents and AI Ops lead. Product and Software are the delivery arms that put them in your customers' hands and keep them running. Every engagement is scoped to an outcome — and staffed with senior people who ship the work themselves.
Flagship
01
Custom AI Agents.
Purpose-built agents that plug into your stack — running research, ops, support, and long-tail workflows your team shouldn't be doing by hand.
Every agent we ship is designed around a specific outcome, not a demo. We start with the workflow, define what 'correct' looks like, and build backwards from evals — so the thing that ships is the thing that keeps working. Built on our model-agnostic, proprietary AI agent framework, so your system isn't hostage to a single provider's roadmap or pricing.
Agent design & tool use
Task decomposition, tool interfaces, memory, and control flow — the parts most 'agent frameworks' handwave away.
Integrations
Native access to your CRM, ticketing, data warehouse, internal APIs, and the long tail of tools your team actually lives in.
Evals from day one
Ground truth datasets, regression suites, and human review baked in — so quality is measurable, not vibes.
Model-agnostic by design
Swap OpenAI, Anthropic, Google, or an open-weights model without rewriting the agent. Your leverage, not the vendor's.
The moat
02
AI Ops.
The unglamorous work that keeps AI reliable in production — guardrails, observability, cost controls, and continuous improvement.
Most AI pilots die in the gap between 'looks good in a demo' and 'safe to hand to a customer.' AI Ops is that gap, closed. We instrument the system, watch it in the wild, catch regressions before your users do, and drive quality up while cost drifts down.
Guardrails & safety
Input validation, output policy, jailbreak defense, PII handling, and human-in-the-loop where it matters.
Observability & evals in prod
Traces, live scoring, drift detection, and dashboards that make model behavior legible to non-engineers.
Cost & latency engineering
Model routing, caching, batching, and prompt discipline — often 40–70% cost reduction without touching quality.
Continuous improvement
A tight loop from production failures back into evals, prompts, tools, and fine-tunes. AI that gets better every month, not worse.
Delivery arm
03
Product Services.
Discovery, strategy, and product management for founders turning a rough idea into something worth shipping — and something users will adopt.
Great AI is a product problem long before it's a model problem. We help you figure out what to build, who it's for, and what has to be true for people to actually use it. Then we stay on to run it — as your PM, or alongside the one you already have.
Discovery & problem framing
User research, workflow mapping, and jobs-to-be-done work that separates 'sounds cool' from 'they'll pay for it.'
Strategy & roadmap
A sequenced plan tied to business outcomes — not a Gantt chart of features nobody asked for.
Embedded product management
Senior PMs who own scope, sequencing, and stakeholder communication so engineering can stay in flow.
Launch, feedback & iteration
GTM support, live user feedback loops, and the honest post-launch pruning that most teams skip.
Delivery arm
04
Software & Applications.
Built by senior engineers and guided AI agents to produce high quality apps, internal tools, and system integrations — delivered faster than ever before.
AI features are still software. They need type safety, tests, monitoring, incident response, and the same craft any production system deserves. Our engineering practice ships web apps, internal tools, and the integrations that stitch your stack together — with AI-native workflows compressing the timeline without compressing the quality.
Web & mobile applications
Modern, typed, testable applications on stacks we can hand off — no bespoke tech nobody else can maintain.
Internal tools & admin
The dashboards, back-offices, and workflow tools your team needs to actually operate what you've built.
System integrations
Webhooks, ETL, event pipelines, and API glue between the tools you already own.
AI-accelerated delivery
Senior engineers driving AI agents as force multipliers — quality gates on every commit, velocity you can feel.
Honest disclaimer
Not for
everyone.
- You want a slide deck and a strategy document. We ship working systems, not artifacts to file away.
- You need someone to rubber-stamp a vendor's demo. We're the team that pressure-tests it instead.
- You want to bill by the hour and stretch scope. Our incentives are wrong for that.
Start something
Have a problem
worth solving?
A 30-minute call is usually enough to tell whether we're the right team for it — and if we're not, we'll say so.