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Team Check-up · Methodology

STRIDE — Velocity & Efficiency

Remove the structural bottlenecks slowing your team down.

STRIDE is the diagnostic frame behind the Team Check-up. It looks at how work moves through your team — what gets stuck, what gets duplicated, what gets dropped — and prescribes the AI integrations that actually reclaim velocity (not the ones that look good in a board pack).

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The pillars

6 letters · STRIDE

Setup

Define the digital guardrails.

Before tools, agreements. What's allowed, what's logged, what's reviewed. Without setup, every AI introduction creates new risk surface.

In practice

  • Document an AI usage policy your team can actually follow
  • Define a sanctioned tool stack — and a rationale for each
  • Choose where AI-generated work needs human sign-off

Tasks

Audit outputs and reclaim velocity.

Look at the work itself, not the calendar. Which deliverables eat the most time? Which repeat weekly? Which produce the least leverage per hour?

In practice

  • Run a weekly task audit across the team
  • Flag every output produced more than 3 times — automate or template
  • Quantify hours reclaimed and reinvest them deliberately

Roles

Redesign roles for a post-AI team.

When the throughput floor lifts, the shape of every role changes. Ignore this and you get over-employed teammates doing AI's busywork.

In practice

  • Rewrite role descriptions around judgement, not output volume
  • Surface skills that should grow versus skills that should shrink
  • Create a clear path for senior individual contributors

Integration

Connect AI agents into the team fabric.

Standalone tools create silos. Integrated tools create leverage. Wire AI into your team's existing systems — not next to them.

In practice

  • Connect AI assistants to your knowledge base and project tools
  • Build agent-driven workflows for predictable, repeated processes
  • Treat integrations as products — with owners and SLAs

Discovery

Identify new markets your higher output unlocks.

AI-driven velocity isn't only about doing today's work faster. It opens questions you couldn't previously afford to ask.

In practice

  • Run quarterly discovery sprints aimed at adjacent opportunities
  • Reinvest reclaimed hours into experimentation, not just throughput
  • Track new product/service ideas your reclaimed capacity enables

Ease

Reduce cognitive load through automation.

Velocity bought at the cost of team energy is borrowed, not earned. Use AI to remove friction — not to add new dashboards to check.

In practice

  • Automate the meta-work: status updates, summaries, follow-ups
  • Default to async, AI-assisted summaries over synchronous standups
  • Measure cognitive load as deliberately as you measure output

Ready to apply it

Run the Team Check-up

Describe the work in a paragraph. The report works through all 6 pillars, so you get a structured read you can act on.

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