Product writes the spec. The factory produces the code, the tests, and the evidence. An engineer approves what merges.
A production line on your codebase: specifications go in, pull requests come out with the change, functional and visual tests, an independent verification and a traceability record. The factory never merges its own work.
The input is a spec the way product already writes it: expected behavior, acceptance criteria, scenarios. The factory decides the implementation and comes back with a pull request.
Placed where your architecture and your conventions say it belongs.
One test per criterion, failure paths included.
Desktop and mobile, with the evidence attached.
Requirement to file to test, in one record.
What ran, what was verified, what was corrected.
A test that checks less is the fastest route to a green build. The verifier looks for loosened assertions, skipped steps and emptied validations, and blocks them, visual baselines included.
The pull request arrives with the reasoning, the diff, the tests and the evidence. A person approves each one before it enters your codebase.
A spec with a gap produces a precise question, and the task waits for the answer.
The factory opens the pull request with the reasoning, the diff, the tests and the evidence, and stops there. An engineer approves what enters your codebase, every time, and the approval is recorded in your repository's history.
Requirement, reasoning, diff, tests and evidence travel together in the pull request. Six months later, anyone on your team can read why a line of code exists and which test covers it.
Throughput, first-pass acceptance and spec-to-PR cycle time are being measured on a line running in production today. Each number is published here with its source once its measurement closes.
The line runs in production on a Dynamics 365, .NET and Blazor system in the Canadian public sector: an architecture with years of history, under the client's CI and the client's review flow. The factory produces changes in a codebase your team already maintains, in your conventions, merged through your process.
Everything the factory produces is readable code, tests and records in your repository, under your version control. If you stop working with us, everything it produced keeps running.
The intelligence layer inside your Brain. It arrives knowing your vertical, sees your operation live, and becomes your own compounding IP.
Explore the Brain →The Neocortex brings distilled operating expertise for your type of operation, enterprise operations, the SaaS business cycle, talent, continuously strengthened by a worldwide network of domain experts. Your brain arrives knowing the job.
It sees what is happening now and knows why things are the way they are. Your people ask it anything, without status reports. Your agents run on it.
Everything your operation learns becomes your proprietary layer, on models fine-tuned for your business. Your IP, protected and compounding.
Context quality determines AI performance. Every agent you deploy, every decision your team makes, is only as good as what it can see. The brain is that context: unified, live, and sourced.
Brains in production today, with tens of thousands of connected, sourced facts, queried daily by people and agents.
Explore the Brain →AI agents, AI software delivery and GenAI implementation are complete services on their own, and most clients start with one of them: software built in weeks to solve something specific, a single agent taking over real work, or the whole thing scoped from zero when you know you need AI and not yet in which shape. Here is the part that compounds: every agent we deploy is built, by default, on its own mini brain, the live context it needs to decide well, and every build ships with an engineering brain behind it. Piece by piece, those brains connect. Long before you decide on a Company Brain, you are already growing one.
That is how it plays out: the first agent makes the second one obvious, and the connected context makes the Brain evident.
We design, build and operate AI agents end to end. Agents that review cases and decide, assess candidates and submissions at volume, hold long structured conversations by voice and text, read and produce documents, analyze your operation and monitor it continuously. Every agent is built, by default, on its own mini brain, the live context it needs to act well, and every verdict ships with the evidence behind it.
We define what correct means with you, measure the agent against your real cases, and gate every release on those numbers.
We run your agents daily: calibration, drift detection, human escalation paths, and quality reported continuously at production volume.
Every agent runs on its own mini brain, complete on its own, and already the first module of your Company Brain. Deploy a second, and they connect.
Many clients start here: something specific, delivered in weeks. AI generates the code, senior engineers judge every gate, and full QA automation protects every change, from ticket to tested. Each project is built on an engineering brain (decisions, rules and tests, connected), so the software stays maintainable, keeps evolving with your company, and becomes another module your Company Brain inherits. You own all of it: the code, the IP, the repo.
Something specific, shipped in weeks. Spec-driven, with senior judgment on every gate.
Generated test suites covering the workflows that matter, running on every change.
Your code, your IP, your repo, plus an engineering brain your Company Brain inherits.
Agents doing real work in your operation, AI features inside your product, and the knowledge layer underneath. If you know you need AI and not yet in which shape, this is where it gets scoped. All of it yours when we are done: code, IP and repository.
Explore GenAI Implementation →Consulting sells you hours and leaves you slides. yaab leaves you a running system: your Company Brain holding what your company knows and what is happening now, agents doing real work on that context, and software built with the same method, feeding what it learns back to the Brain. All of it powered by the Neocortex, the intelligence layer we provide, continuously strengthened by a worldwide network of thousands of domain experts.
That is actionable expertise intelligence, available to your company. Each piece works alone as a service. Together, they are how a company becomes AI-native.
A distributed, multi-country enterprise operated day to day on the brain: performance management, delivery quality and workforce intelligence, with leadership decisions running on live state.
A SaaS running its full cycle on one brain: sales, marketing, customer success, support and engineering connected, every input ingested into one live picture, from first touch to shipped release.
The full talent cycle run with agents and the brain: candidates assessed at volume with evidence-cited outcomes, and performance signals feeding development.
connected, sourced facts across brains
conversations and cases handled by agents
of delivered code is AI-generated
AI is the labor. Accountability stays human.
Everything on this site runs today in real engagements.
Brain, agents and software, built and operated by the same senior team, compounding together.
Bring the three questions you wish your company could answer instantly, the process that eats your team, or what you want built. In one working session we map it and tell you, honestly, what it takes. No deck.
yaab is an AI-native engineering company. Distributed senior teams, building in production.