Webinar · Resilient Intelligence Series · Pillar III of III

Autonomous, Where It Counts.

The Five Levels of Earned Decision Rights.

Nobody in your company holds authority permanently — it’s delegated on evidence and withdrawn when conditions change. Your planning software should be held to the same bar.

Autonomy never removes the human. It promotes them. — Autonomous Maturity Model, five grades of delegated decision rights: L1 Spreadsheets Rule (Human is the Loop), L2 Decision Loop (AI-Assisted), L3 Exception Loop (AI-Delegated), L4 Guardrail Loop (AI-Autonomous), L5 Constitution Loop (Self-Calibrating). The human climbs to a slower, more consequential loop as the machine earns the routine one.
Webinar cover · Autonomous Maturity Model · L1 → L5
  • Tuesday, August 25, 2026
  • 8:00 AM PT
  • 11:00 AM ET
  • 5:00 PM CET
  • 8:30 PM IST
  • 60 minutes, live on Zoom
  • Recording sent to all registrants

June 4: Resilient. July 14: Integrated. This session completes the arc.

The provocation

Today’s AI-assisted planning produces recommendations your planners may freely ignore — and when a good one is ignored, nobody books the cost. Your systems can tell you who ignored it and when. They cannot tell you what it cost. Meanwhile, the policy that was safe in March is dangerous in July, and the governance that would revise it meets quarterly. Two holes, one conclusion: decision rights can’t be assigned once, in a workshop or an org chart. They have to be computed — continuously, per decision, against the futures your business might actually face.

The market has already decided

The destination is no longer in question. The mechanism is.

What you’ll take away
  • 01How to measure what ignored recommendations actually cost you — the economic accountability hole in AI-assisted planning.
  • 02The Decision Resilience Score: how robustness across futures, consequence, and reversibility decide — at runtime — whether the machine or the human holds the rights.
  • 03The five delegation grades (L1–L5), and why one enterprise legitimately runs three of them at once.
  • 04What the top level looks like: the machine improving its own policies while humans own the constitution.
  • 05Live: one decision traveling three levels — and a machine that attacked its own plan overnight.
Agenda · 60 minutes
  1. 0:00Recommendation theater: the cost of being ignored
  2. 0:14The claim: decision rights, computed
  3. 0:20The score and the five levels
  4. 0:33Live: one decision, three levels, one engine
  5. 0:42Live: the machine attacks its own plan
  6. 0:45Who Should Decide? — open Q&A
Speaker

Ashutosh Bansal

Founder & CEO · VYAN

Twenty-plus years building enterprise decision systems for supply-chain-heavy businesses. Now building the System of Intelligence — a Decision Twin that scores every decision before commit and delegates authority only when it’s earned.

Register

Free to attend. Recording, deck, and community invite sent to every registrant.

Zoom collects first & last name, work email, company, and title — plus one custom question: “If you could automate one decision tomorrow, which one?”

Register free · Zoom →Tuesday, August 25 · 8:00 AM PT / 11:00 AM ET / 5:00 PM CET / 8:30 PM IST
The Resilient Intelligence Series