The Old Ways of Dashboards & Guesswork Are Over.
Swarmia represents the old way of engineering intelligence.
Complex dashboards. Surface metrics. Analysis required.
There's a better way.
Swarmia Counts Activity. Maestro Measures Impact.
The old approach to engineering intelligence: count PRs, measure velocity, track tickets. Fast to implement, easy to game, impossible to trust.
Maestro's AI goes deeper—reading actual code changes, understanding technical complexity, quantifying the significance and impact of every change. Finally, visibility into who's doing what AND why it matters.
Impact beats activity.
Surface Metrics vs. Deep Analysis
Swarmia provides dashboards of activity metrics: PR counts, commit frequency, ticket throughput. They aggregate metadata to show patterns. If surface-level tracking meets your needs, they're thorough.
Maestro's AI reads every line of code changed, every review comment, every ticket update. Deep analysis that understands what engineers actually built. If you want intelligence about the work itself, not just the work's metadata, that's Maestro.
Two Choices
Surface-Level Tracking
- If curated dashboards are your idea of intelligence...
- If "best practices" means following what everyone else does...
- If counting what happened tells you what matters...
- If you're okay interpreting data yourself...
Swarmia was built for that world.
Deep Code Analysis
- But if you question whether velocity really measures productivity...
- If you want to know who's truly moving products forward...
- If you want AI that reads code, not just counts it...
- If you think AI should provide answers, not more questions...
Maestro was built for you.
Want to understand our approach in depth?
Learn about Impact Intelligence →Most teams measure what's easy. The best ones measure what matters.
Go Beyond Surface Metrics
Join the engineering leaders who stopped counting activity and started measuring impact. See how Maestro's AI reads your code, quantifies significance, and delivers understanding—not homework.
Join engineering leaders at companies like Runway, AimLabs, and PrimaryIO