Announcing collaboration with Oxford AI, to build the world's most accurate industry forecasting platform.
Forecasts for specific industry events, continuously updated with live signals and expert evidence.
AI agent accessData centre predicted to be entering procurement window
Industry partners
Quantified industry forecasts
Every forecast defines a measurable event, probability and time horizon. Experienced operators challenge the signals, assumptions and uncertainty behind it.
Probability of entering procurement within 90 days
Weekly model probability
Mechanical contractor growth lead“Engineer selection and board-agenda approvals are stronger sales signals than broad capital-plan announcements.”
Education facilities adviser“The real deadline is the summer shutdown. Contractors need to reach districts before equipment schedules are locked.”
Forecast outlook
The forecast rises most sharply after board approval and engineer appointment. It weakens when funding or viable shutdown dates cannot be confirmed.
Next 90 daysUpdated as new approvals, procurement notices and expert evidence change the probability.
Realtime forecasts
Authority turns live industry signals into time-bound forecasts your team and AI agents can act on.
How it works
Every Authority forecast defines the event, probability and deadline, then records how new evidence changes the outlook.
Procurement forecast · US construction
The model tracks board approvals, engineer appointments and summer shutdown dates across a priority cohort of US school districts.
Illustrative 90-day forecast · priority US districts
Validate
Operators add the commercial context the data cannot see, then refine which opportunities belong in the forecast window.
Mechanical contractor growth lead
“Engineer appointment and board approval are the strongest early signals. Do not wait for the bid notice to begin account planning.”
Moved 22 districts into the priority cohort.
Education facilities adviser
“Only count funded projects with a viable summer shutdown. Scheduling pressure removes more opportunities than demand does.”
Removed 26 unfunded or mistimed projects.
Update
Authority updates the forecast as approvals, schedules and practitioner evidence change, preserving a clear history of the outlook over time.
Latest forecast update
Current likelihood
83%
Change
+20 pts
Time horizon
90 days
Each update records what changed, which signals moved the model and where uncertainty remains.
AI search content licensing
License original Authority forecasts and expert commentary to publish within your own articles, reports and landing pages, giving AI search engines stronger evidence to discover and cite.
AI Search Content Licence
Embed Authority forecasts and expert commentary into your own content to strengthen its authority, freshness and usefulness for AI search.
