⚡ Keep Your Team on Track with Actionable AI Insights
No setup, no labeling, no dashboards teams ignore.
Zero-Config Analysis of Software Engineering Performance
AI surfaces workflow anomalies and correlates your patterns against high-performing teams. Pattern detection that identifies delivery risks before they impact shipment.
Pattern Detection & Best Practice Matching
"Your code review cycle averages 4.2 days vs. 1.8 days for top quartile teams." Correlation analysis identifies workflow anomalies and matches them against proven optimization patterns.
Automatic Work Classification
Instant classification of work streams, effort allocation, and delivery patterns. Zero-config analysis provides historical insights from existing workflow data—no manual categorization required.
DORA Metrics & Lead Time Analysis
Deployment frequency, lead time, and change failure rate analysis. Correlation analysis between delivery patterns and team behaviors that drive measurable performance improvements.
Adoption Tracking vs. Compliance Theater
Track real utilization patterns versus purchased features teams ignore. Surfaces process adherence and workflow anomalies that impact delivery velocity and resource efficiency.
Schedule Your Demo
Book a personalized demo to see how our platform can help your team stay on track.
Engineering Intelligence That Actually Works
Get brutally honest insights that provide value by giving actionable intelligence on where your dev time goes
Real-Time Intelligence
Interactive dashboards that provide clarity on delivery risks, resource allocation, and engineering productivity. Get objective evidence with plug-n-play metrics for executives.
Engineering Performance Tool Powered by AI
✅ Teams actually use it (vs. $$K+ compliance theater)
📈 Drives real performance gains (vs. vanity metrics)
⚡ Zero-config analysis (vs. manual labeling overhead)
1. Adoption vs. Compliance
Problem: CTOs pay $$K+ for features teams don't use
Solution: Daily alerts teams actually want to receive, not compliance theater dashboards
2. AI Pattern Detection & Best Practices
Problem: Tools show you metrics but don't improve performance
Solution: "Your code review cycle is 3x longer than top quartile teams - here's their process"
3. Zero Manual Work
Problem: Competitors require manual labeling + setup overhead
Solution: AI auto-classifies everything + instant historical insights
Frequently Asked Questions
Have another question about how we help engineering teams stay on track? Contact us by email.
How does the Workflow Companion help with daily team habits?
The Workflow Companion sends daily AI-powered alerts that help your team form good habits, stick to processes, and track agreements. It identifies unhealthy patterns before they become delivery risks, keeping your team aligned and productive.
What kind of resource allocation insights does the Allocation Lens provide?
The Allocation Lens gives you transparency on where your engineering focus actually goes: roadmap adherence tracking, epic cost analysis, bugs vs features ratio, and tech stack workload distribution. No more guessing where your dev time disappears.
What metrics are included in the Leadership Brief?
The Leadership Brief provides objective evidence of engineering productivity with DORA metrics, lead time analysis, and planned vs resolved tracking. It's designed to give executives plug-n-play metrics that prove progress without technical jargon.
How quickly can we start seeing delivery risk alerts?
Once integrated with your existing tools, you'll start receiving daily alerts within 24-48 hours. The system learns your team's patterns and begins identifying missed agreements, process breakdowns, and delivery risks immediately.
Is this just another analytics dashboard?
No. We're brutally honest about providing actionable insights, not vanity metrics. Our focus is on high-value, high-quality intelligence that actually helps teams ship better work faster, with clear ROI for engineering leaders.
Ready to Keep Your Team on Track?
Stop guessing where your dev time goes. Get brutally honest insights that help your engineering team ship their best work fast.