+4 hrs/week
One more club
A small weekly yes quietly becomes meetings, messages, and context switching.
Regret OSPersonal futures analystJoinJoin usYour Personal Futures Analyst
See the cost of your choices before they compound.
Regret OS helps students understand how today's commitments affect future workload, sleep, stress, and focus.
4 weeksForecast window
3 pathsDecision modes
Human-ledControl
Decision simulation
Live workflow forecast
Workflow input
Enter a real commitment to generate a personalized forecast.
Sleep riskCalculated
Deadline conflictCalculated
Stress windowCalculated
Focus reserveCalculated
Recommendation
Recommendations appear only after your workflow is saved and scored by the backend.
The hidden cost
Students make decisions in isolation. Consequences compound in systems.
A yes feels small today because the calendar still looks survivable. Regret OS visualizes the delayed cost: stress, missed deadlines, reduced sleep, and scattered focus.
Focus drop
One more project
The first sprint feels exciting. Week three is where sleep and focus start paying.
Conflict risk
One more deadline
Deadlines rarely stay isolated. They collide with labs, exams, jobs, and recovery.
Core concept
Your future workload, simulated.
Regret OS turns a choice into a projected four-week impact map. It does not make the decision for you; it shows what the decision may cost.
01
Decision
02
Timeline
03
Stress Impact
04
Better Choice
Product system
A productivity OS for decisions, not another task list.
Regret OS combines forecasts, explainable signals, and recovery planning so students can choose with more context.
Future Impact Score
A fast pressure signal for workload, reversibility, sleep risk, and deadline load.
Commitment Load Map
See how today's yes changes next week's available focus and recovery capacity.
Regret Forecast
Preview likely regret points before the decision compounds into stress.
AI Reflection Coach
Get grounded prompts that help you define boundaries instead of overcommitting.
Weekly Recovery Plan
Turn the simulation into a practical recovery guardrail for the next four weeks.
Audit Log / Explainability
Know why the system flagged a risk, what evidence it used, and what it avoided.
Demo preview
A product screenshot built for the moment before overcommitment.
The interface frames one real question, then shows delayed risk with enough explanation to support a better choice.
Decision simulation
Forecast generated from workload, sleep, and deadline signals
Saved workflow from your dashboard
Workload, sleep, stress, focus, deadline, and confidence are read from the workflow API.
Current loadDynamic
Extra timeDynamic
Focus stateDynamic
Deadline pressureDynamic
Sleep riskCalculated
Deadline conflictCalculated
Stress windowCalculated
Four-week impact
sleep / load / focus
W1
W2
W3
W4
Recommendation
Generated from your saved workflow.
Regret OS stores the workflow in Postgres and recalculates when inputs change.
More than a to-do list.
Task apps help after you commit. Regret OS helps before commitment, when the best decision is still available.
Decision support for student life
Designed around classes, clubs, jobs, hackathons, exams, and uneven recovery time.
Responsible AI by design
Recommendations stay explainable, uncertainty stays visible, and the final choice stays human.
Regret OS
Make better choices before they become regret.
Start with a single decision. See the future cost. Choose with context.
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