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Four practices, one delivery model. Outcome-priced, senior-staffed, ninety-day windows. The brief is the contract.
Production AI systems. Not demos, not chatbots. Operational loops that run.
We build the LLM pipelines, agents, and decisioning models that companies actually run on. Every system ships with evals, audit, and a runbook. We measure what we deploy.
We don't pilot. The first deliverable is a system running in your stack.
Every model is evaluated against your data before it touches a customer.
Source-available code, your weights, your prompts, your infrastructure.
Backend platforms and internal tools engineered for scale.
When the off-the-shelf SaaS runs out of room, we build what's missing. Backends, APIs, internal tools, data platforms. All built by senior engineers who've shipped at scale.
Average ten years of experience. No juniors. No offshoring.
CI, CD, tests, IaC, observability. All standard. Not a nice to have.
We leave runbooks, architecture decisions, and a maintenance plan.
Interfaces for technical products and technical buyers.
We design interfaces that engineers, operators, and analysts actually use eight hours a day. Functional, fast, deliberate. No decoration, no fluff.
Designed for the people who use it daily, not the people who buy it once.
Fast feedback, fewer pixels, more decisions per week.
Tokens, components, and accessibility specs ready for production.
Positioning and growth systems for technical products.
We help technical companies sound technical to technical buyers. Positioning, narratives, AI-search visibility, and growth systems that target CTOs and engineering leaders.
We speak engineer. No 'unleash,' no 'unlock,' no synergy.
Built for an internet where ChatGPT is the new front page.
Every output is tied to a metric. No awareness projects.
Five phases. Twelve weeks. Same model since 2022.
We sit down with your team. We diagnose what is real, what is opinion, and what we'd actually ship in 90 days.
Architecture, interface, and operating model. Agreed in writing. We commit to outcomes, not hours.
Senior engineers write the code. Weekly demos against the brief. No pretty timelines, no fake burn-down charts.
Production hand-off. Runbooks. Monitoring. Two weeks of paid support, included.
Optional: monthly retainer to evolve the system. We don't go dark after deploy.
One engagement window opens in May 2026. Tell us what you're building. We'll tell you what we'd ship.