Four application KPIs that survive a Friday review
Lead time, change failure, incident hours, and early adoption — why this small set keeps showing up in healthy application scorecards.
Service Lagoon Field
KPI frameworks built around how application teams actually work
We facilitate application analytics scorecards — lead time, release health, incident load, and adoption — so engineering and product share one definition of “good”.
What we deliver
Advisory engagements that leave application teams with a living scorecard, agreed definitions, and a review cadence — not another unused spreadsheet.
KPI Framework Design
A facilitated engagement that produces a signed-off application analytics scorecard, KPI definitions, and a first review meeting with your application teams.
Application Health Scorecard Review
A focused critique of your current application health metrics — what to keep, what to retire, and where definitions conflict across teams.
Metrics Baseline Workshop
A one- or two-day workshop to establish a baseline for application KPIs before a major release, migration, or organisational change.
Quarterly KPI Cadence Facilitation
External facilitation for your quarterly application KPI reviews — keeping definitions honest and actions visible across teams.
From scattered charts to a shared application health view
Most application teams already measure something. The friction starts when product, operations, and engineering report different numbers for the same release. We sit with those owners, strip vanity metrics, and lock a small set of KPIs to the decisions you make each sprint and each quarter.
“We came in with twelve overlapping release metrics and left with four that the squads actually check every Friday.”Helen Cartwright — Engineering Manager, Birmingham retail platform
Recent field notes
Practical writing on application analytics, scorecard design, and the awkward conversations that make KPI frameworks stick.
How to retire a vanity metric without a political fight
A practical script for removing application metrics that look impressive and inform nothing — without humiliating the person who introduced them.
Setting a metrics baseline before a platform migration
What to freeze, what to ignore, and who must be in the room when application teams baseline KPIs ahead of a migration.
Common questions
Who typically commissions this work?
Engineering managers, heads of applications, and product directors who need a shared KPI set for one or more application teams. We also work with delivery leads preparing for a board or portfolio review.
Do you install analytics software?
No. We design the framework, definitions, and review rhythm. Your teams keep using the instrumentation and reporting you already have, or you choose tools separately.
How long does a flagship engagement take?
Most KPI Framework Design engagements run three to five weeks from discovery workshops to a signed-off scorecard and first review meeting, depending on how many applications are in scope.
Do you work only in the West Midlands?
Our office is in Oldbury. Workshops are often held on-site across the United Kingdom or by video when travel is impractical. Travel outside the Midlands is agreed in the estimate.
What should we prepare before the first session?
Bring current dashboards, release calendars, known pain points, and two or three people who own day-to-day application decisions. Incomplete data is fine; we start from what exists.