An AI Engineering Manager that reveals what your engineering team actually shipped.
Product memo
Solidmatics acts as an AI Engineering Manager for SaaS founders and leaders who lack visibility into their expensive engineering teams. By analyzing code, tickets, and chats, it surfaces concrete signals about who is shipping what, identifying hidden superstars and potential issues like ghost hours or defect factories. This offers a more accurate view than traditional trackers or metrics dashboards, providing actionable insights without developer surveillance.
For who
SaaS founders and engineering leaders
Solves what
Provides visibility into engineering team output and identifies hidden issues.
- AI analysis of code, tickets, chats
- Plain-English output signals
- Connects to existing tools
In their own words
AI Engineering Manager
Know what your engineering team actually shipped.
Commercial cues
Model
usage based
Free tier
No
Trial
Available
Pricing Strategy
Usage-based pricing with a low entry point, positioned as a pay-as-you-go service.
- • Pay-as-you-go model with prepaid credit
- • Enterprise tier for custom needs and higher spend
Operator context
Operating setup
Team
Indie / lean
LLM classification
Founded
Jun 2026
HQ
United States
Platform
Web app
Audience
Founders
Social footprint
Tech stack
Builder Strategy
- Strategy Type
- Niche Specialist
- Stage
- Bootstrapped Lean
- Effort
- Solo Buildable
About Solidmatics Expand
An AI Engineering Manager that reveals what your engineering team actually shipped.