What is DarkBird?
The core loop: estimate with data, execute with clarity, review with actuals, and let every finished job sharpen the next estimate.
DarkBird is an intelligent project management platform for deliverable-based technical services — MSPs, AV integrators, security installers, and low-voltage contractors. It connects every phase of a project into a single performance feedback loop.
- Estimate with Data
Build fast, consistent estimates from reusable Install Cards with locked-in pricing.
- Execute with Clarity
The approved estimate auto-generates a phase-based work breakdown structure for your delivery team.
- Review with Actuals
Capture real hours and costs after the job. Compare against the estimate.
- Learn and Improve
The AI analyzes variance and feeds recommendations back into your card library so every future estimate gets sharper.
That last step is the part that compounds. Most quoting tools forget a project the moment it ships. DarkBird pulls the actual hours back out of your PSA and recalibrates the cards that produced the estimate — so a card that consistently runs 30% light gets caught and corrected instead of quietly costing you margin on every future job.