Friends never let forecasts go stale.
The Hinsley AI Forecaster is always running, always revising. It continuously scans for new evidence, updates probabilities, and surfaces what changed. Your perspective on the future, always live.
Knowledge Decays. Most Tools Don't Notice.
Research reports, risk briefings, scenario plans, strategies. They all start going stale the moment they're published. The world moves; your analysis doesn't. Decisions get made on old perspectives.
Geopolitical Risk Briefings
Out of date the day they ship. Events move faster than the review cycle.
Quarterly Scenario Planning
Six weeks behind reality by the time stakeholders read it.
Research Desk Snapshots
Point-in-time analysis that quietly drifts from the truth while it sits in someone's inbox.
Static Indexes & Dashboards
They feel authoritative — until the underlying assumptions shift and nobody updates them.
The Hinsley AI Forecaster — part of the Hinsley platform, and available as an integration within Cultivate Forecasts to run alongside your human crowd — is not a snapshot tool. It's a process: always running, always revising, always current.
How It Works
Research agents monitor open-source and proprietary information on a schedule you choose, feed it to multiple frontier models for independent structured reasoning, and aggregate the results into a single calibrated probability estimate with a full written rationale.
Research
Agents scan the web and, optionally, your proprietary sources for the latest relevant evidence — so every estimate is grounded in what's happening now, not what was true last quarter.
Structured Reasoning
Multiple AI forecasters independently weigh base rates, current evidence, and time remaining. Every estimate ships with a step-by-step rationale — no black boxes.
Aggregate & Update
Individual forecasts are aggregated across models using techniques honed over a decade, combined with any human predictions, and automatically revised on your chosen schedule. When the outlook shifts, you'll know.
Two Modes: Standalone or Integrated
Run the AI Forecaster on its own, or plug it into Hinsley's full sensemaking platform. Most AI forecasting products don't have a human side; most human platforms don't have a serious AI side. Hinsley has both.
Standalone with Cultivate Forecasts
Teams that want machine forecasting on their own questions — no human forecasting platform required. Add crowdsourced human predictions when you want them; the AI + human ensemble consistently outperforms either alone.
Learn About Cultivate Forecasts
Integrated with Hinsley
Inside Hinsley, the AI Forecaster handles scale and coverage while human forecasters handle judgment-heavy questions. The two cross-check each other — within a full analytical workflow that includes scenario development, decomposition, and policy drafting.
Learn About HinsleyWhat Teams Track
Concrete use cases, not generic promises.
Live Geopolitical Risk
Track elections, sanctions, conflicts, and diplomatic shifts with probability estimates that update as events unfold — not briefings that go stale the day they ship.
Competitive Intelligence
Monitor competitor moves, M&A activity, regulatory decisions, and product launches. Know when the competitive landscape is shifting before it shows up in quarterly reports.
Macro Market Indicators
Follow interest rate moves, commodity price thresholds, currency shifts, and recession indicators with continuously updated probability estimates grounded in current evidence.
Systemic Threat Monitoring
Track supply chain disruptions, critical infrastructure risks, pandemic indicators, and other systemic threats with forecasts that revise themselves as conditions change.
