custom software, built at the speed of AI.

a software and AI consultancy your team can see inside. POCs, MVPs, and full products, shipped through a methodology and a platform we built ourselves and use on every engagement.

  • 01engineers, AI-leveragedthe engineers you meet in the sales call are the ones shipping. roughly 80% agent execution, 20% engineering judgment.
  • 02fixed scope, price, datequoted up front, written down. one number, one date, one scope.
  • 03transparent workspaceyour team has a seat alongside ours. specs, agent sessions, and evidence visible in real time.

custom software used to be the slow, expensive answer. it doesn't have to be anymore.

for years, "build it custom" meant six months and six figures. AI changed the math underneath. agents handle the typing, engineers handle the judgment, and a project that used to take a quarter now ships in weeks.

we built our methodology and our platform around that new math. fixed-fee pricing on the work, not the typing time. live visibility while the work ships. the same engineers from kickoff to handoff.

implementation was the bottleneck
plan33%
implement33%
verify33%
judgment is the bottleneck
plan33%
implement33%
verify33%
15+
years building production software
12+
years applied ML and AI experience
POCs in days. MVPs in weeks. modernizations in months, not years.

every kind of custom build. only faster.

if it's software, we ship it. AI in the loop where it earns its keep, senior engineers in the loop where judgment matters. we work best with teams that already have a product and customers, and need to modernize, integrate AI, or extend what they have without a big-bang rewrite.

  • proofs of conceptvalidate an idea before you commit a quarter to it.
  • MVPsget a real product in front of real users and learn.
  • AI features and integrationsagents, copilots, and automation wired into the product you already have.
  • internal platformsadmin panels, dashboards, connectors, the operational backbone that quietly runs the business.
  • legacy modernizationmigrations off aging stacks, subsystem by subsystem, with AI tooling that finally makes them tractable.
  • custom AI agent workflowsMCP servers, skill packages, multi-agent systems for teams already pushing into agentic territory.

a methodology and a platform. you can watch both before you sign.

we built both in-house, and we run every project on them, internal and external. before you sign, we'll walk you through how the loop works and let you sit inside the workspace. when work starts, your team has a seat from day one.

the methodology

small, risk-scoped loops that fold spec, build, and verification into one tight cycle. low-risk work ships in hours. critical work gets the verification its blast radius requires. iteration length scales to the work, the spec is the artifact of record, and scope is fixed when the price is.

01
define
PRD & feature specs
02
plan
implementation specs, refined with AI
03
decompose
dependency-aware task waves
04
build
agents execute in parallel
05
verify
evidence-based review, not line-by-line audit
read the methodology
the platform

the workspace where humans steer and agents ship. structured specs, parallel agent execution, evidence on every PR. it's where every project we deliver is built, and where your team watches it happen in real time.

tour the platform

the math underneath custom development changed. we rebuilt the model to match.

traditional consultancysteerdev
pricingT&M billed by the hour, or fixed-bid wrapped around discovery sprintsfixed price up front, or flat monthly fee
executionhumans typing for weeks, billed by the hoursenior engineers steering, agents executing in parallel
transparencystatus meetings, slides, restricted accesslive workspace, your team sees specs, agent sessions, evidence
iteration lengthfixed sprints regardless of riskrisk-scoped, hours to weeks, scaled to the work
reviewline-by-line PR review by an overloaded senior engineerevidence on every PR: tests, screenshots, traces, spec traceability
who actually shipsthe senior who pitched the deal is gone by kickoffthe same engineers and agents from kickoff to handoff

we don't sell our methodology. we ship with it, every day.

the methodology and the platform are how our engineers work, sharpened on every real project, internal and external. when you engage us, you get the same tooling and the same loop we use to ship our own.

  • a 2-week migration off a 2018 monolith. zero post-handoff incidents.
  • an 8-day custom MCP integration into a client's CRM. end-to-end behavioral tests included.
  • a 3-week internal admin tool. ~120 PRs, shipped on the quoted date.
  • an 11-day marketing site + headless CMS. lighthouse 98+, shipped on quote.

got a project? a roadmap? a system that can't keep waiting?

tell us what you're building, or what's stuck. we'll come back in 48 hours with a quote, a scope, or a starting plan.