MindFrame
Teams — not yet available

MindFrame for teams is an interest list

Not yet. Team plans are an interest list: there is no team price and nothing to buy today. Leave your details and we will tell you when team billing exists. Each person can already use the free plan or buy their own pass.

No team price · Nothing to buy today · A session takes about 4–5 minutes

What does a team owner see?

The team owner sees each member's display name, top mode, calibration trend and session frequency. Session content, reasoning text, answers and coaching conversations are never shown to anyone but the member.

Who asks about teams

Where calibrated judgment matters at work

Investment and strategy teams

Calibrated conviction: saying how sure you are about a thesis, and being right about it.

Product and research teams

Spotting assumptions and weighing conflicting evidence before a roadmap call.

Clinical and safety teams

Noticing overconfidence in judgments made under time pressure.

Learning and development

A per-person calibration trend instead of a completion certificate.

The research

What published studies found

These are findings from independent research, not results measured in MindFrame teams.

6–11%

forecasting accuracy (Brier score) after under an hour of probability training

In the Good Judgment Project (Mellers et al. 2014), forecasters given under an hour of probability training were consistently more accurate than a control group, improving Brier scores by about 6–11% over a two-year tournament.

g = 0.63

academic performance after metacognitive strategy instruction

A 2018 meta-analysis of 67 school studies (de Boer, Donker & van der Werf) found metacognitive strategy instruction improved academic performance by about g = 0.63 — a typical trained student scored above roughly 73% of untrained peers.

Our own outcomes are not yet measured. MindFrame has not yet run a controlled study, so we do not claim it produces the effect sizes reported in the research. We will publish our own numbers, including weak ones, once we have them. Evidence & limits →

Common questions

FAQ for teams

What does a team owner see?

The team owner sees each member's display name, top mode, calibration trend and session frequency. Session content, reasoning text, answers and coaching conversations are never shown to anyone but the member.

Can I buy MindFrame for a team?

Not yet. Team plans are an interest list: there is no team price and nothing to buy today. Leave your details and we will tell you when team billing exists. Each person can already use the free plan or buy their own pass.

What is the minimum team size?

Three or more people is where team views become meaningful. Teams of 5–20 get the most from shared leaderboards and weekly Cognitive Wars events.

Does it integrate with Slack or Microsoft Teams?

Not yet, and there is no release date. Mention it when you join the team interest list and we will tell you if it ships.

How does this compare to other L&D programmes?

Metacognition training has one of the stronger evidence bases among learning interventions (g = 0.63 across independent studies). That is evidence for the approach, not a measured result for MindFrame teams; we will publish our own numbers once we have them.

Join the team interest list

We will only use your details to tell you when team plans exist. There is no team price yet.

No commitment. We'll propose a plan that fits your team.