Simbox AI for companies — prove the AI training worked

Baseline. Train. Re-measure.

WEEK 0 Everyone does one assessment

SCORED Eight skills, human-reviewed

SEEN 13% verify AI output routinely

Step 1

Baseline

Ninety minutes per person. Now you know where you actually stand.

DAILY 5 min at lunch

QUESTS Catch 2 planted errors · +20 XP

LEAGUE Anonymous · activity only, never scores

Step 2

Train by doing

Realistic work simulations with planted errors and live interruptions, reviewed after every session. Streaks and quests make it a daily habit.

WEEK 6 Same assessment, fresh version

DELTA Verification 2.1 → 2.7

EXPORT Heatmap → your board deck

Step 3

Re-measure

Skill change per person, per team, from evidence you can open and read.

Skills & models

Using AI well includes choosing it well.

Exercises like Know Your Models train the judgment: which model class for which job, what each gets wrong, and what it costs. Content is validated against current models and refreshed when they change.

The job	Frontier model	Fast & cheap	Open-weights, on-prem
Deep analysis
Quick drafts, bulk work
Working with code
Sensitive data
Niche facts, no sources

strong fine, with checks don't

Fig. 02 — The judgment the exercises train. Bottom row included on purpose.

From five minutes to a full morning.

A library across eight roles — plus your own scenarios, built from your real documents, private to your workspace. Details regenerate per attempt; only the scoring stays fixed.

Quick · 5 minSplit the QueueSix requests land at once. Two are bait.Skill: delegating

Quick · 7 minKnow Your ModelsSix jobs, four models. Send each to the right one.Skill: delegating · model choice

Quick · 6 minThe Cheap, Fast OneWhen the small model is plenty — and when it isn't.Skill: delegating · cost

Rush · 12 minTwelve-Minute InboxEight items. Two matter.Skill: judgment under pressure

Deep · 45–90 minFirst MorningNew job, messy data, a deadline that moves.Skills: verification · briefing · pressure

Assessment · 90 minRole assessmentsScored and human-reviewed. Fresh details each try, same rubric.Analyst · PM · support · sales · more

Fig. 03 — Same engine underneath: practice predicts assessment.

Built to run quietly.

Minutes a day

Results arrive pre-scored; a keyboard queue for the flagged few.

Costs capped

A monthly AI budget per workspace. It degrades gracefully, never bills surprise.

Yours stays yours

Scenarios from your documents are private to your workspace.

EU AI Act ready

Role-appropriate, documented AI literacy — Article 4, with an audit trail.

"Did the AI training work?" Now you can answer.