Modernize Your Software. Connect It to AI.
We modernize the software your business runs on, whether that means stabilizing, migrating or rebuilding it, and we connect it to AI safely. Senior engineers, fixed prices, and a free audit to start.
Start From Your Situation
Each solution starts from a situation buyers bring us: what it looks like from the inside, what people try, and how we’d approach it.
The System Your Revenue Runs On, Safer to Change
- “Modifying one thing takes ages.”
- “Every release breaks something.”
Your Existing System, Safe for AI to Use
- “Every new number is a request to our developer.”
- “People are already pasting our data into AI chats.”
Your New Product, Built Up to Enterprise Standard
- “Our group’s IT will review whatever we build.”
- “We know the goal, but we don’t want to worry about the system.”
Your Product, Ready for Security Review
- “A security questionnaire is blocking the deal.”
- “The auditor wants evidence the system can’t produce.”
Start With a 30-Minute Call
A free call with a senior engineer about your system and what it’s blocking, then the honest next step, even when it isn’t us.
One Standard, As Much Help As You Need
The same senior standard runs through all four services: a diagnosis when you need the truth, ongoing advice, a product built and owned end to end, or experts embedded in your team. You take on only as much as the problem needs and step up or down as it changes, without ever dropping below that standard. For an existing system the right starting point is often the audit; for a new build it’s the work itself.
The truth about the codebase you actually have: what’s fragile, what isn’t, and the fix sequence, free for now, before you commit a dollar to fixing it. Sometimes the answer is that you don’t need us; you get the truth either way.
We prescribe and run the fix: what to track, how to fix the loop, and how to make your engineers faster with AI on your own codebase. Then we measure whether it worked, so the tooling spend shows up in delivery, or you see exactly why it doesn’t.
We own the delivery and the risk: fixed price off the estimate, test automation included in that price, a warranty that keeps our incentives alive past handover. If we’re over budget, that’s our problem, not yours.
Senior engineers embedded in your team, working to our written standard. On team augmentation, you own delivery; when you want the delivery risk on us, that’s Project Development.
What the Numbers Showed
We publish engagement numbers and how they were obtained. These three are from the track record, recorded at the time of each engagement.
Notes from the Work
Building in Healthcare or Finance: What You Can’t Add Later (HIPAA, SOC 2, GDPR)
Most compliance work in a regulated product can be added whenever you get to it: multi-factor login, background checks, policies, scanning. A smaller part cannot, because it is about the past. Records that are never overwritten, a trail of every access, field-level encryption and separation between clients only count if they were running when the data arrived.
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Start-up Software Development: 3 Traps and 4 Things You Control
Building a first product rarely fails on engineering. It fails in the gap where a founder cannot tell whether the engineering is going well. Three traps account for most of it: building everything because it is cheap, building for a future you cannot see, and building for everyone. Here is what you control instead.
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What a Code Audit Actually Covers
A code audit answers one question: whether your system can carry the weight you are about to put on it - ten times the traffic, an enterprise security review, a due diligence. It reads three things: how the team works, what you actually own, and how the system behaves under load. Not whether the code is “good”.
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AI is a multiplier, not a cure. Drop it into a codebase with no tests, no CI, no real review and it just writes the next legacy faster than any team could by hand. The rollout gets absorbed. The gain is conditional on discipline.
Start With a Straight Answer.
A free 30-minute call to understand your system and the goal it’s blocking, then the honest next step, whether that’s the free audit, a set of approaches to weigh, or a pointer toward what we’d do in your place. No pitch, no nurture sequence.
Notes on Building High-Quality Software
A short founder’s note and a digest of what we’ve published, sent only when there’s something worth the inbox.