Precision, in service.
Overlooked markets, overbuilt quality.
Market Signals
Follow the cashflow
We identify where money already flows
AI Context Engineering
Context is compounding
Explicit context, validated gates, perfect memory
Opportunity-Development Bridge
Revenue writes the backlog
Business opportunities directly drive development
Speed to Market
Signal → $1: 14 days
We measure success in revenue, not features
Business Lens
Engineering Lens
From market signal detection—
where frustration meets payment—
Through context-driven development—
where AI amplifies human judgment—
To revenue validation—
where overlooked markets find excellence.
Small markets, big standards
Each product: validated signal to revenue in 14-21 days
Signal
Jun 2024
Built
Jul 2024
Revenue
Aug 2024
Market Served
Homeowners seeking intelligent maintenance tracking
Impact
Managing 500+ homes with predictive maintenance
Signal
Sep 2024
Built
Oct 2024
Revenue
Nov 2024
Market Served
Pet owners needing comprehensive care management
Impact
Tracking health for 2,000+ pets across 3 cities
Signal
Nov 2024
Built
Dec 2024
Revenue
Jan 2025
Market Served
Small businesses drowning in review platforms
Impact
95% response rate, 4.8 average rating improvement
Signal
Jan 2025
Built
Feb 2025
Revenue
Mar 2025
Market Served
Agile teams struggling with accurate estimation
Impact
40% reduction in sprint planning time
Let's Build Together
For founders with niche expertise and builders who think differently