The Stagnation Assassin Show

You Spent 6 Months Getting to 95% Confidence. The Answer Was the Same at 70%. | The 70% Rule

Todd Hagopian

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A Chinese competitor entered the market at 40% below our pricing. Leadership spent six months analyzing — market research, competitive teardowns, financial modeling, focus groups, engineering studies. By the time they decided correctly to reposition, they'd lost 30% of retail placement. The decision was brilliant. It was also six months too late — and that's just another way of being wrong.

In this episode, Todd Hagopian — the original Stagnation Assassin — introduces two frameworks that transform decision velocity: the 70% Rule (make decisions with 70% confidence because the opportunity cost of waiting for 90% exceeds the marginal gain in certainty) and Revenue Responsibility Engineering (the system that converts technical teams from cost centers into profit engines).

Todd breaks down the three decision killers destroying transformation velocity — the Consensus Trap, the Data Delusion, and Responsibility Diffusion — with real examples including a division with a dozen standing committees that produced zero decisions and endless expensive air conditioning. He delivers the three-question test for 70% confidence, the Decision Type Matrix that calibrates analysis depth to decision importance, and the Raise Your Hand Rule that eliminated $340,000 of wasted effort in its first month.

The research is clear: decision quality peaks at 60-70% of ideal information, then plateaus or declines. Every day beyond that threshold costs more in lost opportunity than it gains in certainty. Your thoroughness is not rigor — it's paralysis wearing a lab coat.

Key topics covered:

  • The six-month mistake: 70% confidence and 95% confidence produced the exact same decision — but the market changed during the 15 months of additional analysis
  • The Consensus Trap: "we need buy-in from all stakeholders" has killed more transformations than market downturns
  • The Data Delusion: gathering more data to delay decisions disguised as due diligence
  • Responsibility Diffusion: committees don't decide — they deliberate, discuss, and defer
  • The 70% Rule: three-question test for sufficient confidence — do you understand key risks, can you explain the decision clearly, do you have a reasonable hypothesis?
  • The Decision Type Matrix: irreversible/critical (85%), reversible/critical (70%), irreversible/non-critical (70% with exit strategies), reversible/non-critical (50%)
  • Revenue Responsibility Engineering: replacing cost center metrics with revenue accountability for technical teams
  • The Raise Your Hand Rule: "How does this create revenue?" — first month, 47 hands raised, 31 projects killed or redesigned, $340K of waste eliminated
  • When engineers attend sales calls and project prioritization requires revenue projections, technically interesting but commercially irrelevant work dies
  • The compound effect: 70% decisions + revenue responsibility = 29x more commercially valuable decisions

Your assignment: Identify three decisions stalled for more than two weeks. Apply the three-question test. If all three pass, decide this week. Then audit your technical team — what percentage of projects have clear revenue attribution? If below 50%, implement revenue impact statements for every project over $10K.

Grab Todd's book "The Unfair Advantage: Weaponizing the Hypomanic Toolbox" at toddhagopian.com

Visit the world's largest stagnation slaughterhouse at stagnationassassins.com