What we do
Four ways to work with us.
Every engagement has a fixed scope, a fixed price, and a fixed end date. Nothing runs longer than a week. Work that needs more than one week is scoped and committed one week at a time.
Why a week is possible
We are not fast because we rush. Most of it is already built.
Data access, background work, concurrency, pipelines, and auth run on patterns refined over a decade and reused since. A build carries a fraction of the code it would elsewhere, and less code means fewer places a change can reach.
That is why a bug takes minutes, a real feature takes hours, and a pivot takes days. It is also why the same work takes us a week where it takes others a quarter.
Product Audit
A written verdict on what is actually wrong, what it costs you today, and what to do first. Sometimes the verdict is: do not build this.
Access and trace.
We get into the codebase, the infrastructure, and the product itself, then trace a real bug, a small feature, and an integration end to end.
Root cause, not symptom.
What is actually broken, what your team has been chasing instead, and why those are two different things.
Cost of change, measured.
What a change costs you today in hours and in risk. Measured against your real codebase, not estimated from a call.
The flag map.
Red, orange, yellow. What to fix now, what to leave alone, and what you are paying for that you should stop paying for.
Fixed scopes out the other side.
Every recommended fix priced and scoped as a single week you can commit to one at a time. No retainer, no open-ended engagement.
Product Rescue
A build that someone else left broken, working again. Against a defect list agreed before the week starts.
The defect list comes first.
We agree the exact list of what must work before the week begins. Nothing enters the scope mid-week.
Stop the bleeding.
The failures costing you customers or blocking your deadline go first, in that order.
Fix the root cause.
The underlying problem and the infrastructure gaps around it, not the surface bug that has been getting patched.
Hand back with control.
You get the working build, the reasoning behind every change, and a written picture of what to watch next.
The Blocker
The one technically hard thing that has stalled your team for weeks, solved and shipped in your codebase.
One problem, defined precisely.
Written down clearly enough that at the end it is either finished or it is not. No partial credit.
Straight at the hard part.
The thing your team has been stuck on is the entire engagement. No discovery phase, no roadmap, no surrounding project.
Working, not theoretical.
It ships running in your codebase, not as a proof of concept or a document explaining how it could work.
Priced on the block, not the hours.
What being stuck costs you sets the price. If we solve it faster than expected, that is not a discount, it is the point.
Product Launch
One real, working thing you can put in front of a customer, a community, or an investor. Built in a week.
Progress before features.
What your customer is actually trying to get done, and what the smallest thing that proves it looks like.
Cut until it fits a week.
We scope down until it fits. Whatever does not fit gets named and deferred out loud, not quietly dropped.
Built on the foundation.
Data access, background work, pipelines, and auth are already solved and reused. The week goes into your product, not the plumbing.
Demoable, not decorative.
It ships as something real enough to show. If the next week is worth doing, we scope and price it then, separately.
On price
The price is for the outcome, not the hours.
Prices are shown in USD and start from. What sets the number is what the problem is costing you, not how long it takes us. If we solve something faster than expected, that is the point, not a discount.
We quote in EGP for Egypt-based clients. The audit is paid and is not credited against later work — it is the work.
Capabilities
What we build.
The technical ground we cover. Any of it can be the subject of an audit, a rescue, a blocker, or a week.
AI agents & retrieval
Agents that read your data and answer from it, grounded in a knowledge graph rather than a guess. Swapping the model later is configuration, not a rebuild.
Custom neural networks
Production models built for your data and your problem. Not a prompt wrapper around someone else's API.
Workflow automation
The manual handoffs eating your team's day, running end to end. When the process changes, the automation changes with it.
Data & knowledge graphs
The data your competitors pay a fortune for: scraped, structured, and kept current.
Product engineering
Full-stack delivery on the product itself: web, mobile, payments, and the architecture underneath.
Infrastructure & DevOps
The deployment, monitoring, and infrastructure that keep a build fast and safe as it grows.
Start with the audit.
Two to five days. You get a written verdict on what is actually wrong, what it costs you today, and fixed scopes for the work. If we are not the right team, the audit will say that too.
