AM

Atiq Israk

Essay

How PMs Should Actually Use Goals (Not OKR Theater)

One primary outcome per quarter. Weekly reviews on whether the number moved.

July 29, 202610 min read1,860 words
How PMs Should Actually Use Goals (Not OKR Theater)
Goals that move metrics—not OKR theater. Toyota kaizen discipline, outcome hierarchies, and weekly reviews from $40M saved and Neoshift scale.

Atiq Israk learned goal discipline at Toyota/Navana ($40M saved through workflow automation) and applies it across AssetIQ, Neoshift, and Chromatics. This article is about using goals to move metrics—not OKR theater that fills slides.

Key Takeaways

  • One primary measurable outcome per team per quarter beats twelve aligned key results nobody reviews.
  • Goals should trace to P&L or operator behavior—not output counts like "ship 14 features."
  • Weekly reviews ask "did the number move?" not "is the ticket green?"

What Is OKR Theater?

OKR theater is when teams write objectives that sound strategic but cannot be falsified: "delight customers," "increase innovation," "be AI-first." Key results become project milestones disguised as metrics. Everyone stays green until the quarter ends and the business metric did not move.

Real goal systems—Toyota kaizen, outcome-driven roadmaps—start with a number finance or ops already tracks.

How Did Toyota Change How I Use Goals?

On Toyota/Navana systems, success was rework hours, queue time, and error rate—not "launch portal v2." Those metrics rolled up to $40M saved because leadership reviewed them weekly and killed work that did not affect them.

That is Compound the Gains: many small metric movements stacked, not one hero launch.

Quarterly metrics review session
Weekly reviews on whether the number moved—not ticket color.

What Should PMs Track Instead of Output OKRs?

Use a hierarchy:

  1. North star / business metric — revenue, margin, retention, cost saved.
  2. Quarter outcome — one primary movement (e.g., cut stockouts 15%).
  3. Bets — initiatives with expected impact and eval or pilot evidence.
  4. Outputs — ships only as proof bets executed—not goals themselves.

This mirrors outcome-driven roadmaps: name the number before the quarter.

OKR theaterOutcome goal
KR: Ship AI searchKR: Reduce search-to-purchase time 20%
KR: 3 partner integrationsKR: Raise enterprise NRR 5 points
KR: Improve NPSKR: Cut support tickets per store 30% (Navbot path)

How Should Weekly Goal Reviews Run?

Twenty minutes, same three questions:

  1. Did the primary metric move? By how much vs baseline?
  2. Which bet contributed—or failed—and what did we learn?
  3. What do we stop doing next week to protect focus?

Neoshift scaled to 1,000+ restaurants by reviewing activation and shift-level usage, not feature burn-down alone.

Focused planning workshop
One primary outcome beats twelve vanity key results.

How Do Goals Work With AI Initiatives?

Never set a goal like "launch copilot." Set "reduce L1 support cost 25% with 90% eval pass on top intents." Tie to evals and revenue scoping. If the model ships but the metric flatlines, the goal failed—regardless of demo applause.


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Frequently Asked Questions

One primary outcome, up to two supporting metrics.

Align to team outcomes; avoid personal theater detached from shipped bet impact.

Translate features into metric hypotheses; escalate misalignment if they cannot fit.

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