You get a complete system, not just a model: from the data to the decision, including deployment, tests and a proper handover to your team. Here is how that looked for manufacturers, enterprises and startups we worked with.
Danpal · facade panel manufacturer
Production drawings in one click, instead of by hand.
At Danpal, every 2D production drawing was prepared by hand from a 3D assembly. Now an AI agent does it inside SolidWorks: it produces a drawing, compares it with the reference, fixes it and tries again until it is right. The draftsman gets the drawing in one click from the browser, and is free for work that needs a person.
- One click instead of manual drafting
- 95 rounds of refinement
- SolidWorks end to end
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Plasgad · manufacturing
They knew what to buy before spending money.
Plasgad wanted AI visual quality checks. Before they ordered hardware, we ran a 674 call experiment for them, for under a dollar. It showed a 2 megapixel camera is enough: 78 to 80 percent accuracy, and not a single good part rejected by mistake. The 20 megapixel camera on the quote simply was not needed.
- 674 calls for under $1
- 0 good parts rejected
- 4 weeks to the first production line
Focus · financial planning and wealth management
Client proposals, without drowning in paperwork.
At Focus, preparing a client proposal was manual work buried in documents. Now they have a guided process from scoping to the finished proposal, so the team spends its time on the client, not on paperwork.
Precise / Lawyal · legal tech
Invoices matched to the bank, without going line by line.
The engine matches every bank transaction to the right invoice and leaves a person only the final approval. A working prototype was ready after 4 working days. We then built it as an engine on AWS inside the Lawyal platform, together with the client's developers, so the knowledge stays with them.
- 4 days to a working prototype
- AWS Lambda, ECS, infrastructure as code
STC · engineering
DrawingExtract
Instead of reading engineering drawings and copying data out by hand, the system reads them with Claude and returns structured data. All of the infrastructure is defined as code, and the first version was live in less than a week.
- Under a week to a live first version
- Terraform and background workers
Ready Group · software and hardware R&D · advisory
AI leadership at executive level, without a full time hire.
Since 2024 Ready Group has had an outsourced Chief AI Officer from us, who leads their AI team and takes part in the big decisions. Together we planned a three year, $10M AI research lab, from the business model all the way to whether the building's power could carry the servers.
- $10M plan
- 3 year roadmap
- 2+ years of ongoing work