Human sensemaking for the age of AI
How customer stories, team judgment, and the board sit on one record. This is our celebration of the people who were here early.
A note from the founder
Human sensemaking in the age of AI.
You were here early. You made ScrumDo real: boards, cards, iterations, and the judgment of people who do the work. This letter is to honor you, and to celebrate what you already practiced.
Your work comes with you. Nothing is forced. Classic stays until you choose to move. If you are on an annual plan, you keep your current level and current rate until your current term ends, even if you choose to move to version 5. The cost can go up only after that term ends.
30-day Business trial · Upgrade opens October 12, 2026 · 60% off training through October 31, 2026 · Limited cohort seats
Starting the trial moves this account onto the new platform. Classic does not keep running alongside it. Your work comes with you. You are not charged the new plan price for 30 days.
Seats grandfathered when you moveWe celebrate the people who were here early.
You ran delivery on boards when that was still a bet. You kept meaning with the work: what the customer said, what the team judged, what actually finished. Agents can now sit on those same cards. A human still has to accept. That is human sensemaking in the age of AI, and it is our tribute to you.
We honor the years of cards, comments, and iterations you already logged. None of that is leftover. It is the foundation.
See the tribute, then the platform.
We open on Human sensemaking for the age of AI. The two training masterclasses sit right below it. The rest of the walkthroughs follow.
Training masterclasses
AI Project Management Masterclass
Delivery on the board you already know: sprint planning from finish times, cards that carry over, and agents that still need a human accept.
AI Portfolio Management Masterclass
Connect strategic priorities to living OKRs, team backlogs, and governed AI delivery without reselling tokens or losing human judgment.
More walkthroughs
Customer Experiences
Turn customer stories into improvement work without losing the original context. Return to customers to learn whether the change made a difference.
AI Cockpit and ScrumDo MCP
Connect Claude, Cursor, Codex, or Grok to a card. A human still has to accept before anything runs.
Planning
Pack a sprint from how work actually finished. Your iterations are still iterations.
Strategy Portfolio
Living strategy on the same record as the boards you already run.
Continuous Strategy
Keep strategy current from the work, not a quarterly slide deck.
OKRs and adaptive outcomes
Living OKRs on the room, tied to the cards underneath.
DORA Metrics
Delivery metrics on the same boards you already run.
Lean Budgeting
Portfolio budget connected to the work underneath.
What else is on the new platform.
The videos open the tribute and the two masterclasses. This is the rest of the record, in one list. Boards, cards, and iterations are still here. Human judgment stays on every item.
The board you already know
- Sub-second boards. Massive backlogs open without the freeze. Query work is budgeted under 400ms. Drag a card, it stays put.
- Sprint planning from finish times. Pack an iteration from how work actually finished, with readiness gates on the card. Your iterations are still iterations.
- Classes of service and WIP limits. Room-assigned objectives stay on the board. Squads keep their boards. Leaders see the operating pattern.
- Empirical flow forecasting. Cumulative flow, lead-time histograms, and Little's Law. Honest confidence when WIP is unstable.
- DORA delivery evidence. Delivery metrics on the same boards you already run.
Portfolio and strategy
- Living OKRs. Objectives on the room, tied to the cards underneath. Not a slide deck.
- Outcome Impact Mapping. Goal to actor to impact to deliverable, so work traces to a stakeholder change.
- Wardley maps. Value chain and evolution on the same record as the epics.
- Work types and value streams. Table stakes, differentiators, spoilers, cost reducers. Multi-room releases without drowning the board.
- Cost of Delay and WSJF. Market-sensitive epic sequencing, with delay cost on the portfolio.
- Lean budgeting. Portfolio budget connected to the work. Capacity mix: Build, Improve, Operate.
- Continuous strategy. Strategy Feedback kept current from the work, including strategic themes.
Agents, with a human accept
- ScrumDo MCP. Claude, Cursor, Codex, or Grok on a permitted card. Your keys. No resold tokens.
- Governed specs (StorySpec). Agents can draft. Only a human accepts.
- Decision records and evidence gaps. Owner, approval, and linked proof on the room. An audit trail you can inspect.
- Automation you control. Observe, suggest, notify, or auto. Every move explained and undoable.
- Security on the card. GitHub, Snyk, or Sentry findings on the card that owns the risk. You pay the vendor.
Signals from the field
- Customer and field feedback. Stories and micro-surveys land on the record, including ScrumDo Mobile.
- Employee Experience. Worker stories into portfolio sensemaking, with privacy boundaries and no surveillance.
- Team retrospectives. Takeaways become tracked improvement work on the board.
- Process feedback. WIP friction, ageing blockers, and class-of-service adherence.
Want the sample-world walkthrough with OKRs, maps, and agent traces? Open the full platform tour.
- ✓ Your classic account and price stay exactly as they are until you start the trial.
- ✓ If you are on an annual plan, you keep your current level and current rate until your current term ends, even if you choose to move to version 5. The cost can go up only after that term ends.
- ✓ The 30-day Business trial is this account on the new platform. It is not a second account. Classic does not keep running beside it.
- ✓ You are not charged the new plan price during those 30 days.
- ✓ Boards, cards, full history, and members come with you. We migrate it with you. No setup fee.
- ✓ Your seats are grandfathered at today's count. Removing a member never frees a paid seat.
- ✓ Training is optional. Limited cohort seats, 60% off through October 31, 2026.
Try Business for 30 days on this account.
You will be able to upgrade starting October 12, 2026. Starting the trial is the move onto the new platform. Classic does not stay open beside it. You are not charged the new plan price for 30 days.
30-day Business trial
Move this account onto the new Business plan. Work comes with you. You are not charged the new plan price for 30 days. After that, seats grandfathered. If you are not on an annual plan, 15% off the new plan for 12 months. If you are on an annual plan, you keep your current level and current rate until your current term ends, even if you choose to move to version 5. The cost can go up only after that term ends.
You will be able to upgrade starting October 12, 2026.
Stay on classic
If you are not on an annual plan: do not start the trial. No deadline and no auto-migration. Your boards, people, and price stay as they are today. If you are on an annual plan, you keep your current level and current rate until your current term ends, even if you choose to move to version 5. The cost can go up only after that term ends.
Read the questionsHumans keep the judgment.
An agent that can read your cards needs a human accept, its own space, and an audit trail. You bring your own keys. ScrumDo does not resell tokens. That is how we honor the way you already work. Your work still comes with you.
- human requested an AI spec
- agent drafted a spec proposal
- humanaccepted the spec
- agent ran, posted a plan
- humanapproved the plan
- agentcompleted the run
Want the full walkthrough?
The sample world (Lumen) with living OKRs, Wardley maps, Cost of Delay, sprint packing, and agent traces loads here when you ask, so this letter stays fast.
Boards, OKRs, flow charts, and agent walkthroughs.
Same price band, free to move.
| Today | New home | What carries over |
|---|---|---|
| ScrumBan | Team | Free to migrate · same price band · more workspaces and a monthly agent-run allowance. |
| SAFeban | Business | Free to migrate · 30-day Business trial first · living OKRs, Strategy Feedback, Portfolio Budgeting. |
| SAFeban Plus | Enterprise | Free to migrate · full portfolio scale · governance and audit throughout. |
Optional training
Two applied tracks, separate from the 30-day trial. Book through October 31, 2026 for 60% off. After that date, 50% off. Limited cohort seats.
Project management
$5,000$2,000through October 31, 2026
Portfolio
$6,000$2,400through October 31, 2026
You will not land this alone.
Always free
Docs, and a weekly group office hour. Book a seat to join. It is recorded so you can catch up in your timezone.
After you move
A 45-minute onboarding session to land the move and get your first agent running.
Go deeper
The two training tracks above, or one-to-one coaching in your language and timezone.
What this means for you.
What is human sensemaking in the age of AI?
You already did it: customer meaning, team judgment, and the board on one record. Agents can help. A human still accepts. That is our tribute to how you work.
Do I have to move?
If you are on an annual plan, you keep your current level and current rate until your current term ends, even if you choose to move to version 5. The cost can go up only after that term ends. If you are not on an annual plan, there is no deadline and no auto-migration. Stay on classic as long as you like. Classic stays only if you do not start the trial.
What if I am on an annual plan?
If you are on an annual plan, you keep your current level and current rate until your current term ends, even if you choose to move to version 5. The cost can go up only after that term ends. Boards, cards, history, and members come with you.
What is the 30-day Business trial?
It is this account on the new Business plan for 30 days. It is not a second account. Classic does not keep running during the trial. You are not charged the new plan price for those 30 days. You will be able to upgrade starting October 12, 2026.
Will my price go up if I stay?
No. Your classic price does not change. If you are on an annual plan, you keep your current level and current rate until your current term ends, even if you choose to move to version 5. The cost can go up only after that term ends.
What does it cost if I move?
You are not charged the new plan price during the 30-day trial. After that, seats are grandfathered at today's count. If you are not on an annual plan, the new plan is 15% off for 12 months, same price band. If you are on an annual plan, you keep your current level and current rate until your current term ends, even if you choose to move to version 5. The cost can go up only after that term ends. Migration is free. No resold AI tokens.
What does training cost?
Project management is $5,000. Portfolio is $6,000. Book through October 31, 2026 for 60% off ($2,000 and $2,400). After that date, 50% off. Limited cohort seats.
Do I lose my boards if I move?
No. Boards, cards, history, and members come over intact, and we migrate your org with you.
Can I keep classic during the trial?
No. Starting the trial is the move. Classic does not run alongside the new platform.
Can I switch back to classic afterward?
Starting the trial is a one-time move. Stay on classic if you are not ready.
Is the new platform faster?
Yes. Large boards are rebuilt for sub-400ms queries and instant drag-and-drop.
With gratitude, whenever you are ready.
Thank you for being here from the early days. Human sensemaking in the age of AI is our tribute to you. You built something real in ScrumDo, and none of it goes away. If you are on an annual plan, you keep your current level and current rate until your current term ends, even if you choose to move to version 5. The cost can go up only after that term ends. You will be able to upgrade starting October 12, 2026. Book training if you want a cohort, or stay on classic. Your work comes with you.
Ajay Reddy, ScrumDo