Specification-first, AI-accelerated engineering consulting. We solve the structure once so you never solve the same problem twice.
No spec means every feature is a gamble. Teams build what they think is right, only to discover they solved the wrong problem six weeks and $80k later.
You bought the Copilot license. You've got ChatGPT tabs open everywhere. But output is inconsistent, unreviewable, and nobody trusts it enough to ship.
You've solved authentication, state management, and data pipelines a dozen times — but nothing compounds. The architecture doesn't transfer. The knowledge walks out the door.
"Senior engineers have always known this. The hard work is defining the problem, not solving it. AI changes nothing about that truth."
Lukas Ruebbelke, Presolved
We don't sell hours. We sell the structure that makes every hour after the first one faster, cheaper, and more reliable.
Write the spec first, let the code follow. The specification is the primary deliverable — not documentation you write after the fact. It's the blueprint, the test suite, and the contract between your team and the machine.
We engineer deterministic pipelines that tame probabilistic output into reliable, reviewable, shippable results. Structured prompts. Validated outputs. Audit trails. AI that your compliance team can approve.
Our architecture makes solutions portable across domains. Click, voice, document — three modalities that compile to the same action interface. The more channels you add, the more powerful the system becomes.
A six-layer coordination framework across five market stages. We map your functional layers and identify where AI accelerants create compounding returns — not just cost savings, but structural advantages.
We start with the specification — not the code. Through structured discovery, we identify the invariant patterns in your domain. What entities exist? What actions are possible? What constraints are non-negotiable?
With the spec as contract, we build — AI-accelerated, test-driven, deterministic. Every component validates against the spec. Every prompt is structured. Every output is auditable.
Here's where Presolved earns its name. The structure you built for this problem applies to the next one. New modalities plug into the same registry. More powerful with every extension, not more complex.
Click, voice, and document all compile to the same action interface. Every new channel multiplies the value without multiplying the investment. Only the parsing changes.
DOM Event → Handler → Action
Audio → STT → Intent → Action
File → OCR → Classify → Propose → Action
Same interface. Same invariants. Same dispatch.
Calendar webhooks · Bank feeds · Sensor data · API callbacks · Each is just another surface.
The Portable Prompt Book distills 251 prompts into 6 structural patterns that work across any AI model, any vendor, any version. Vendor-agnostic. Version-proof. No expiration date.
↑ That's the difference between learning a trick and learning to think.
Six structural patterns behind 251 prompts — the compare framework, progressive disclosure, constraint injection, and more.
"Why would you hire us to do this with AI?
Because we can do it without AI."
Roger Tipping — Co-Founder
If you have to keep propping up your existing solution, have you really solved the problem? When you understand your domain and your solution properly reflects it, you solve that problem permanently.
Book a free 30-minute call. We'll look at your architecture, identify the structural patterns, and show you exactly where the compounding starts.