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Case studies

Systems we have built — and how they change the work.

We describe what we built, why, and the effect on the people who use it. Client names are confidential.

Engineering & contracting

Tender document intelligence

Challenge
Tender packs of dozens of pages; one expired certificate can disqualify a bid.
Solution
A system that reads tender documents (including scans), extracts each requirement with page and clause, and flags gaps and expiring documents before the deadline.
Stack
Document AI · OCR · retrieval
Impact
Reviewers check flagged items instead of reading every page, and missing or expiring documents surface well before the deadline rather than at submission.
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Steel structures fabrication

Gridspan — space-frame design & estimating

Challenge
Every quotation needed hours of specialist structural-analysis work and depended on a few engineers.
Solution
A guided tool: site and roof dimensions in; code-based loads, structural analysis, member checks and steel weight per m² out — with engineer approval before use.
Stack
Python · FEM analysis · 3D
Impact
Sales can produce a first estimate without waiting for an engineer; engineers review and approve instead of modelling every roof from scratch — more quotations from the same team.
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Real-estate development

Cost scenario modelling

Challenge
In volatile markets, a single cost figure was not enough to decide whether to start a project.
Solution
Cost per m² under three scenarios, with confidence ranges, sensitivity analysis and source tracing for every number.
Stack
Data pipelines · scenario engine
Impact
Decision-makers see a range and what drives it instead of a single number, and can re-run scenarios when prices move without rebuilding spreadsheets.
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Client names are withheld. Detailed walkthroughs are available on request under NDA.

Operations & AI Readiness Assessment

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