Intelligence that runs
your operations
Mirage Metrics is the AI-native operating system that knows your business, makes intelligent decisions, and acts in real time — powering autonomous construction operations.
Not demos. Not dashboards. Systems that operate on real sites, real documents, and real constraints.
Start with a pilotTHE REALITY
What we solve
Construction projects fail predictably. The same patterns emerge: delays, cost overruns, claims. Traditional tools track problems after they happen. We prevent them.
Cost overruns
Projects exceed budget without early warning systems
Schedule delays
Timeline slippage compounds across dependencies
Claims and disputes
Contractual issues escalate due to documentation gaps
Data fragmentation
Critical information scattered across disconnected systems
BUILD AI WORKERS
AI agents that
operate
Each agent is trained on construction workflows, deployed into live projects, and operates autonomously within defined parameters.
Change Order Intelligence
Identifies scope changes in real time. Drafts change orders. Tracks cost and schedule impact before disputes escalate.
Claims Prevention System
Monitors contract compliance continuously. Flags risk conditions early. Builds defensible documentation automatically.
Schedule Risk Engine
Predicts delays before they cascade. Analyzes dependencies across trades. Recommends mitigation strategies with cost implications.
Cost Control Agent
Tracks expenditure against budget in real time. Identifies variance patterns. Projects final costs with evolving conditions.
INFRASTRUCTURE
Product and platform
The foundation: a construction data platform
We centralize project data without forcing teams to change tools.
Everything is structured, versioned, and auditable.
AI agents on top
Each agent operates on the same data foundation.
- ●Focused on one operational problem
- ●Deployable independently
- ●Designed for incremental rollout
Human in the loop
AI highlights, connects, and flags. Humans decide.
- ●Clear confidence signals
- ●Review and validation built in
- ●No black-box decisions
Integration
We integrate with:
- ●Existing document repositories
- ●Planning and cost tools
- ●Reporting workflows already in place
No rip-and-replace.
REAL APPLICATIONS
AI-Powered Case Studies
See how our AI agents solve real construction challenges with precision and intelligence
Automated Plan Takeoff & Cost Estimation
Upload one or multiple technical drawings (PDF). The AI automatically reads the plans and extracts quantities needed for cost estimation.
How it works
- ●Detects pipes, components, supports, and symbols directly from the drawing
- ●Reads dimensions, diameters, and scales from annotations
- ●Counts quantities (lengths, welds, components) by type and size
- ●Groups results into a structured material takeoff (MTO)
Output
- Lengths by diameter
- Number of welds (field / shop when specified)
- List of components and supports
- Clear assumptions and non-detectable items flagged
High Impact
Faster takeoffs, fewer errors, consistent and auditable quantities.
Automated Clash & Revision Conflict Detection
Upload multiple drawings or different revisions of the same project. The AI compares them and detects conflicts automatically.
How it works
- ●Identifies and positions elements across drawings
- ●Compares geometry, dimensions, and locations
- ●Detects clashes, overlaps, and inconsistencies between revisions
- ●Highlights changes between versions (added, moved, removed elements)
Output
- List of detected clashes and conflicts
- Location of each issue on the drawing
- Clear summary for engineering and project teams
High Impact
Early conflict detection, reduced rework, better coordination between disciplines.
BUILT FOR DECISION-MAKERS
Who it's for
General contractors
Managing multiple trades, complex schedules, and thin margins on large-scale projects.
Project executives
Overseeing portfolios where visibility and control determine profitability.
Owners and developers
Delivering infrastructure on time and on budget in high-stakes environments.
Construction tech leaders
Looking to deploy AI that actually integrates with existing operations.
PROVEN IN THE FIELD
Proof and credibility
We operate in:
- ●Infrastructure and civil works
- ●Complex, multi-stakeholder projects
- ●Environments with incomplete and delayed data
What clients typically see:
- ●Earlier visibility on risk
- ●Reduced manual effort
- ●Better control over changes and claims
Results vary by project and maturity. We validate impact through pilots.
READY TO BEGIN
Start with a pilot project
We deploy into live construction environments. Short cycles, clear metrics, real operational impact.