Security & FM
Pricing model for bids, ingests 5 years of won/lost tenders and predicts optimal quote.
Custom AI models fine-tuned on your jobs, your prices, your margins, your client history. For quoting, classification, forecasting, pricing and decision support. The IP is yours.
An AI model that's seen every quote you've ever sent, and priced the next one with the same judgment as your best estimator. A classifier that knows a "compliance" email from a "complaint" email because it's seen ten thousand of yours. A forecaster that predicts next month's call volume from your six years of history.
We fine-tune on top of open-source foundations (Llama, Mistral) or closed frontier models (GPT-4, Claude), whichever gets you the right accuracy/cost trade-off. Models run on your infrastructure or ours. IP transfers with the project.
Same kind of system, very different jobs.
Pricing model for bids, ingests 5 years of won/lost tenders and predicts optimal quote.
Quote estimator that prices a new job from a photo, postcode and a 2-line description.
Demand forecaster predicting cover counts per session, per venue, drives rostering.
Matter classifier routing new enquiries to the right practice area with 96% accuracy.
Representative examples. Full case studies on the proof page.
Security firm: trained on 1,400 historical bids. Cut quoting time from 2 days to 20 minutes.
Trades firm: customer photo + postcode → priced quote in 90 seconds, 92% margin accuracy.
Hospitality group: per-venue per-session demand forecast. Cut food waste 34%, over-rostering 28%.
4 days. Bottleneck map, hour-cost analysis, one prioritised recommendation, fixed quote for the build.
3–6 weeks depending on scope. Fixed price, weekly demos, staff trained to own what we build.
After go-live. Measurement, tuning, minor extensions. Cancel with 30 days' notice.
30-minute call. No slide deck. We'll tell you if custom ai models is the right fit, or if something else is.