Our work
What we have built.
Each piece of work below started the same way: a decision to make and more information than any person could read. These are the kinds of systems and research we build to close that gap.
01
Live
AI Business Intelligence (RAG)
A knowledge graph of a company's vendors, customers and competitors, kept current by an automated news feed and queried in plain English. Every answer cites the article it came from.
Read the write-up →
02
Live
Contract Reviewer
Upload a purchase order, get back every quality clause it invokes: the exact wording, plain-English meaning, whether it applies to the whole order or one line, and a page-level citation for each one.
Read the write-up →
03
Live
Procurement & Bidding Intelligence
An ETL pipeline that takes procurement records from different sources and reconciles them on the part, so bid discovery, prior awards and the competitive field sit in one queryable dataset.
Read the write-up →
04
Live
ML Price Predictor
Recommends a unit price for an open procurement opportunity from that part's own history, with a confidence band, and refuses to guess when the history is too thin.
Read the write-up →
05
Cost Accounting Dashboard
Monthly cost-accounting intelligence: margins by part and department, inventory exposure, vendor price movement and customer concentration.
06
Opportunity Assessment Dashboard
Part-level opportunity assessment: what is open, how likely an award is, how prices are moving and who else is qualified to bid.
07
Operations Dashboard
Operations reporting: throughput, delivery performance and the month-over-month movement behind them.
08
Manufacturer Website
Site design and build for a manufacturer, structured around what their buyers actually search for.
Get in touch
Want this for your market?
We tailor the solution and deliver it one to one. Tell us about the decision in front of you and we will tell you what we would build.
Use the contact form Email us directly
Or write to info@instrumentalpartners.com · find us on LinkedIn.