Mathias Jonsson
I build practical AI systems for the people who have to commit: the industrial services owner pricing a job, the fund screening an acquisition, the broker placing a risk, the insurer carrying it, the developer deciding whether a site pencils. My background is operations, estimating, and business development. It is why I start with how people already bid, report, approve, and hand work off, and build from there.
I work from Edmonton, Alberta, with teams across Western Canada and remote markets.
Work With Me
- Market intelligence for industrial contractors. Find projects before tender, map the people who control the work, and rank the pursuits worth acting on. Explore market intelligence.
- Applied-AI systems for construction and industrial teams. Turn one expensive, repeatable workflow into a measured pilot and, when it works, a managed production system. Explore applied-AI systems.
Current Work
- Market intelligence on work and capital that has not surfaced yet: which projects are moving, who controls them, and who to engage next, 6 to 18 months before the tender or the transaction is public. Contractors use it to find work. Funds, brokers, and insurers use it to size a market and screen a counterparty. Built from public records, with every item traced back to a source document.
- Bid qualification agents that watch public tender sites, read long RFPs, and give BD a fast answer: worth chasing, maybe, or pass.
- Estimating systems that compare new bids against old project data to catch missing scope, weak assumptions, and crew plans that only look good on paper.
- Contract analysis that reviews MSAs for the clauses that change the risk: pay-when-paid, liquidated damages, and broad indemnity.
- Automated reporting that turns daily reports, financials, and market notes into executive briefs without another person rebuilding a deck by hand.
- Predictive models that use past projects to flag change-order risk and cost drift before they become end-of-month surprises.
A free two-page sample of the market intelligence work: three projects in your market you are probably not tracking.
For the full library, start with AI methods for construction teams or writing on AI for construction.
Learn more about Mathias Jonsson, contact Mathias, or read the privacy policy.