Message-to-decision ratio
How much communication it takes to produce a decision.
Formula
Message-to-decision ratio
messages or meeting interactions related to a topic / decisions made on that topic
Unit
ratio
Direction
Lower is better
Cadence
For high-friction topics during retrospectives.
Numerator
Messages or interactions for the topic
Denominator
Decisions made on the topic
Worked Example
Launch-readiness topic over three weeks.
Messages and interactions
940
Decisions
4
Calculation
940 / 4
Result
235:1
Interpretation
Discussion volume is not converting into decisions efficiently.
Recommended action
Assign decision owners and turn the topic into a decision log.
Why it matters
This metric helps leaders see whether the communication layer is healthy enough to support execution and AI readiness.
What it reveals
Whether communication is creating decision clarity or just generating more discussion.
Manual assessment method
For a set of decisions, estimate the number of meetings, messages, and updates required before the decision was made.
Lapemo calculation path
Not a current platform capability; decisions exist, but message volume requires future connector data.
Interpretation Bands
Healthy
Low and declining
Gaps are being removed on cadence.
Watch
Flat
The operating model is not improving.
Risk
Rising
Debt is accumulating faster than teams are resolving it.
Critical
Concentrated in critical work
Escalate for owner action.
Required inputs
- Topic sample
- Message count
- Meeting interaction count
- Decision count
Data sources
- Collaboration tools
- Meeting notes
- Decision log
Common pitfalls
- Counting messages without topic filtering
- Ignoring status updates that do not require decisions
Recommended actions
- Create decision forum
- Set owner and due date
- Summarize context into one source
Measure Before You Scale
Measure the operating model before AI amplifies it.
Use the Metrics Library to understand what to diagnose, what to monitor, and where Lapemo can turn framework metrics into operating intelligence.