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What Is an Inspect and Adapt (I&A) Event in SAFe?

Inspect and Adapt (I&A) is a SAFe event held at the end of each Program Increment, combining a review of progress against PI objectives with a structured, ART-wide problem-solving workshop — the SAFe equivalent of a sprint retrospective, but conducted at the larger, multi-team ART scale.

Quick facts

  • I&A happens once per Program Increment (every 8-12 weeks), unlike team-level retrospectives which happen every sprint.
  • It combines both a quantitative/qualitative review and a structured retrospective and problem-solving session.
  • This connects to What Is a Sprint Retrospective and How to Run One, the team-level equivalent of this ART-level event.

The three parts of a typical I&A event

Part What it involves
PI System Demo A comprehensive demonstration of everything built across the full Program Increment
Quantitative and qualitative measurement Reviewing actual progress against the PI's stated objectives, using both data and team input
Retrospective and problem-solving workshop A structured, ART-wide session identifying root causes of significant issues and committing to specific improvements

Why I&A matters at the ART scale

Individual team retrospectives, held every sprint, are valuable for team-level process improvement, but they don't surface larger, systemic issues that span across teams — a recurring cross-team coordination problem, for example, might appear in multiple individual team retrospectives without any single team having full visibility into the pattern or authority to address it alone. I&A specifically addresses this gap, bringing the whole ART together to identify and problem-solve genuinely systemic issues that require broader, coordinated attention.

How the problem-solving workshop typically works

Rather than a loosely structured discussion, the I&A retrospective often uses a more formal problem-solving approach — identifying the most significant issues affecting the ART's performance during the PI, digging into root causes (sometimes using a technique like the 5 Whys or fishbone diagram), and committing to specific, measurable improvement actions for the next Program Increment, with clear ownership assigned to ensure follow-through.

A worked example

At the end of a Program Increment, an ART's I&A event reveals through the quantitative review that several teams consistently underestimated stories involving a specific shared testing environment, causing recurring delays. During the retrospective and problem-solving portion, representatives from across the ART dig into why this kept happening, discovering the shared environment had inconsistent availability that individual teams hadn't previously connected as a systemic, cross-team issue — each team had assumed it was their own team's specific estimation problem. The ART commits to a specific improvement action for the next PI: dedicating infrastructure investment to stabilize the shared testing environment, with clear ownership assigned to the relevant team, directly addressing a root cause that no single team's individual retrospective would have fully revealed or had the authority to fix.

Common mistakes with Inspect and Adapt

  • Treating I&A as just a larger status report rather than a genuine, structured problem-solving and improvement session.
  • Not following through on committed improvement actions, undermining the event's real value and the team's trust in the process going forward.
  • Skipping genuine root-cause analysis, addressing only surface symptoms rather than the systemic issues actually driving recurring problems.
  • Not including the right cross-functional representation, missing perspectives needed to fully understand and address genuinely ART-wide issues.

FAQ

How long does a typical I&A event take? This varies by ART size and complexity, but the combined System Demo, review, and problem-solving workshop often takes the better part of a full day.

Who attends the I&A event? Representatives from all teams on the ART, along with the RTE, Product Management, and often broader stakeholders and business owners interested in the ART's Program Increment progress.

Is I&A the same as PI Planning? No — I&A happens at the end of a Program Increment, reviewing what happened and improving the process; PI Planning happens at the start of the next Program Increment, planning what's coming next — they're related but distinct events in the SAFe cycle.

What happens to the improvement actions identified during I&A? They should be tracked and revisited, ideally incorporated into the next Program Increment's planning, with clear ownership to ensure genuine follow-through rather than being identified and then forgotten.

SAFe (Scaled Agile Framework) Deep-Dive ·4 min read ·Updated 2026-03-25