Automation for figure-heavy work
Raw documents in, finished output out, built the way your team already works. AI reads the documents. Real software runs the numbers and your method, exactly. It all runs in your own cloud, and every figure traces back to its source.
How it works
Documents → outputWe use AI for the one thing it's great at: reading your documents. Everything that has to be exact, the math, your model, your rules, runs on real software you can audit. No agents winging your numbers.
We sit with your team and map the real workflow: the documents, the model, the house conventions, and the judgment calls nobody wrote down.
We decide where AI reads and where software does the work, with a verification step in between, then agree on what to build first.
Your process becomes software inside your Azure, AWS, or GCP, wired to the tools you already run, with your team in the loop.
It runs in your environment. We stay on to maintain and improve it as your process changes.
Your call
Want to stay hands-on? Put someone from your team alongside us through the build, so the software ends up matching the way you actually work.
We deploy inside the cloud you already run and wire into the systems you've got. Your documents and deal data never leave your own walls. That's the architecture, not a setting. Don't run your own cloud? We host it for you in our secure, isolated cloud, with the same controls.
Microsoft Azure
Azure OpenAI, AKS, Functions
Google Cloud
Vertex AI, GKE, BigQuery
AWS
Bedrock, ECS, Lambda
We rebuild your whole process as an easy-to-use dashboard. Documents go in, AI reads them, every figure is checked against its source, your software does the math your way, and the finished output comes out in the format your team already uses. It runs in your own cloud, and every number traces back to where it came from.
Most vendors vanish after delivery. We embed, ship, and stay.
01
We don't disappear at delivery. The system lives in your cloud, and we stay on to evolve it as you grow.
02
We build your process the way you already do it: your model, your conventions, your rules. Not a template with your logo on it.
03
Every figure is checked against its source before it's used, so the output is auditable and easy to defend.
Book a 30-minute call: no slides, no obligation. We'll take one workflow that's eating your team's hours and show you how we'd automate it. Prefer email? We reply within one business day.