Things we build, and what breaks.
Interactive demonstrations of the workflows we build, plus the experiments behind them. Everything here runs on synthetic data.
Three workflows you can click through.
Each one runs entirely in your browser on generated data. Nothing is uploaded, and no figure represents a real business or result.
Margin Audit
FlagshipFind + Prove
Find pricing and margin anomalies hidden in transaction data. 48,237 synthetic transactions, analysed, ranked by potential impact and traced back to the lines behind each finding.
RFQ → Quotation
Build the fix
Turn messy customer requests into reviewable quotations. Document extraction, catalogue matching with confidence, pricing rules, a margin check and human approval.
Documents → Decisions
Build the fix
Turn business documents into structured operational workflows. Extraction anchored to its source, validation against the purchase order, business rules and a human review queue.
The work behind the demonstrations.
Experiments built to answer a specific technical question. We publish the approach, the architecture and the failure modes — and the results once they have been measured.
- Synthetic dataIn progress
Pricing anomaly detection on synthetic distributor transaction data
If you generate the leakage yourself, you can measure your own false positive rate instead of guessing at it.
Read the write-up → - Public documentsIn progress
Messy RFQ and PDF documents to structured line items
Per-document accuracy looks fine. Per-line-item accuracy is where the actual work lives.
Read the write-up → - PrototypeIn progress
RFQ to quotation workflow prototype
Extraction is one stage. The prototype exists to find out where the rest of the workflow breaks.
Read the write-up →
On results
Experiments marked in progress have a defined method and architecture but have not been measured yet. We publish numbers once they exist, not before — an estimated benchmark is not a benchmark.
Recognise one of these problems?
If any of this looks like something happening in your business, tell us how it works today. We will tell you whether it is worth measuring.
20-minute conversation · No ERP integration required