Why Frameworks Help
Reduce bias.
Consistent process.
Communicate reasoning.
Compare apples to apples.
Not: escape judgment.
RICE Framework
Reach: users affected.
Impact: per user impact.
Confidence: how sure of numbers.
Effort: dev cost.
Score = R*I*C/E.
MoSCoW
Must have: critical.
Should have: important.
Could have: nice.
Won’t have: no.
Simple, categorical.
Kano Model
Basic: expected features.
Performance: better = better.
Delighters: unexpected wow.
Different treatment for each.
Basics first, then delighters.
Value vs Effort Matrix
High value, low effort: do first.
High value, high effort: plan carefully.
Low value, low effort: quick wins.
Low value, high effort: skip.
2×2 grid, simple.
ICE Framework
Impact.
Confidence.
Ease.
Simpler than RICE.
Score = I*C*E.
Weighted Scoring
Multiple criteria.
Each weighted.
Score each feature.
Rank by total.
Powerful but subjective.
The Cost of Delay
Value now vs later.
Some features degrade if delayed.
Others: same value later.
Prioritize decay-sensitive first.
Customer Requests
Don’t count votes.
Weight by customer value.
Big customer: higher weight.
But: also strategy consideration.
Strategic Fit
Aligns with vision?
Reinforces positioning?
Or: distraction.
Not everything valuable is strategic.
Fit filter first.
Technical Debt
Underprioritized often.
Compounds over time.
10-20% of capacity.
Explicit prioritization vs sneak in.
Bugs vs Features
Bugs: prioritize by user impact.
Severity levels: critical, high, medium, low.
Balance with feature work.
Not: all bugs before any feature.
The Backlog Reality
Backlogs grow endlessly.
Regular pruning.
Most items never built.
That’s OK.
Not committing to everything.
Common Mistakes
Loudest voice wins.
Newest request bumps everything.
Only building for enterprises (or vice versa).
Building for sales pipeline vs product-market fit.
Not saying no.
Team Involvement
Engineers estimate effort.
Sales input on customer signals.
CS input on retention drivers.
Design input on cohesion.
PM synthesizes.
Regular Reviews
Weekly: adjustments.
Monthly: bigger changes.
Quarterly: major rewrites.
Yearly: full strategy.
Not: locked.
Communicating Priorities
Roadmap views: strategic themes.
Sprint views: what’s next.
Public vs internal.
Level of detail matters.
Managing expectations.
The Framework Trap
No framework replaces judgment.
Frameworks structure thinking.
Combined with judgment.
Not either/or.
Use as tools, not answers.
Our Approach
RICE for feature comparison.
MoSCoW for release planning.
Strategic fit as filter.
Regular reviews.
Team input, PM decides.
Based on Real Projects
This guide is based on our work with:
Further Reading
If this guide helped you, you might also want to read our comprehensive guide on Custom SaaS Development.
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