Software shaped
like your company.
A senior engineering team directing AI agents, building the system your business needs and no vendor sells. Fixed price, a working demo every week, and your repository from day one.
Four kinds of builds. One standard: it ships.
Workflow automation
The process that eats your week, built to run itself. Quote to cash, onboarding, claims, triage, reconciliation, reporting. Built against your real systems of record rather than a parallel copy, with a human checkpoint on the exception path.
AI copilots & agents
AI that works inside your business: drafting responses, triaging tickets, processing documents, chasing invoices. Built on your data with scoped permissions, evaluations, cost ceilings, and human handoffs designed in from day one rather than added after the incident.
Internal tools & dashboards
The ops tool your team keeps faking in spreadsheets. Custom-fit to your workflow, connected to your real data sources, and cheap enough to build that "we'll just use Excel" stops being the rational answer.
Legacy replacement & product
That $50k-a-year SaaS you use 20% of, or the 2014 codebase nobody dares touch. We map what it actually does, rebuild the parts you need as your own asset, and hand you the keys plus the maintenance plan. Also: v1 products for founders who need to ship.
28 days, fully visible.
This is the level of detail every client sees, every day, in a shared log. No status meetings. No “we're at 80%.” Just what shipped, and what broke.
AI writes most of the code.
Seniors sign every line.
The engineering standard
- Every AI-generated change reviewed by a senior engineer before merge
- Automated tests and CI from day one: green pipeline or it doesn't ship
- Evaluations before features on anything with a model in the path
- Least privilege by default: every tool scoped, every action logged
- A human checkpoint on anything irreversible: money, deletions, customer contact
- Enforced cost ceilings per run, per user, per day. Not monitored. Enforced.
The commercial standard
- Fixed price locked before kickoff. Scope changes get a new quote, never a surprise invoice
- First working demo within 7 days, or the sprint is free
- Every sprint is a clean exit point: stop anytime, keep everything
- 30 days of post-launch fixes included on every build
- One senior operator as your point of contact, start to finish
- No proprietary layer. Nothing you have to keep paying us for.
Chosen for your problem, not our comfort.
We are not religious about tools. We are religious about you being able to hire someone else to maintain what we built, which rules out anything exotic.
Boring on purpose
React, TypeScript, Node, Python, Postgres. Widely known, widely hireable, and still here in five years. If your team already runs something sensible, we use that instead.
Model-agnostic by design
Claude, GPT, or open weights, behind an interface you can swap. The evaluation suite is what makes swapping safe, which is why we build it first.
Your cloud, your keys
AWS, GCP, Azure, or wherever you already are. Your accounts, your billing, your access control. We get invited in and we can be shown out.
Build questions.
What exactly is a sprint?
Two weeks, one fixed price, one agreed list of requirements, and working software at the end of it. Not a time box we fill with whatever is convenient. The requirement list is written down before the sprint starts and it does not move without a new quote you approve.
How many sprints will we need?
Most workflow automations are one to two. Most agent systems are two to four. Most product v1s are three to five. After a Map sprint we can give you the number rather than a range, which is most of the reason the Map exists.
Is AI-written code actually reliable?
On its own, no. That is why every line ships through a senior engineer's review, with tests and documentation. AI gives us the speed; humans guarantee the quality. You get the repo, so nothing is hidden.
What happens when the model gets something wrong in production?
It routes to a human. Every system we ship has confidence thresholds and a review queue, plus a full trace of each run so you can see exactly what the model saw and why it decided what it did. Anything irreversible requires a person regardless of confidence.
Who maintains it after handover?
Your team can, and we write the documentation and runbook assuming they will. Thirty days of fixes are included. If you would rather we ran it, that is what Loop is for, but it is a choice and not a requirement.
What if you miss the 7-day demo?
That sprint costs you nothing. We carry that risk because we are the ones making the speed claim, and a guarantee you never have to invoke is the only kind worth publishing.
Have something to build?
Describe it in three sentences. We come back inside 48 hours with a fixed price, a sprint plan, and a launch date.