Digital Twin AI
For EPC & Infrastructure
Live project twins that combine BIM, schedule and drone data with AI to predict slip, detect clashes and protect margin.
Quick Answer
NeoBram delivers AI digital twins for EPC projects that fuse BIM, Primavera P6, drone progress data and field reports - predicting schedule slip, detecting design clashes early and giving leadership a single source of truth on project health.
Why This Matters
EPC Projects Lose Margin In the Gap Between Plan and Site.
EPC projects routinely overrun 15-30% on schedule and budget. The root cause is almost always the same: plan, design and field data live in different systems and never reconcile until it's too late.
A digital twin unifies BIM, Primavera P6, drone / 360-camera capture and field reports. AI on top predicts slip, surfaces clashes weeks before they bite, and benchmarks productivity against plan.
We deliver twins that integrate with your existing CDE (Aconex, ProjectWise, BIM 360) - not a new platform to learn. Project controls and superintendents get answers in their existing tools.
Our Tech Stack
Production-Grade Tools We Deploy
Source systems
Capture & ingest
AI & analytics
Twin & viz
Architecture Deep-Dive
How We Build It
Live project twin
Federated 4D / 5D twin that links BIM elements to schedule activities and actual progress from drone capture - updated weekly or daily.
- BIM-to-P6 element linking
- Drone-derived progress per zone, level, system
- Plan vs actual visualisation in 3D
- Earned value rolled up to leadership dashboards
AI clash & constructability
ML-augmented clash detection that ranks issues by site impact and constructability - cuts the false-positive noise that drowns reviewers.
- Severity ranking, not just count
- Constructability checks (access, lift paths, sequencing)
- Auto-assigned to discipline owner
- Weekly closure rate dashboard
Schedule slip prediction
Models trained on past EPC projects flag activities likely to slip 4-8 weeks ahead, with named risk drivers.
- Per-activity slip probability
- Productivity benchmarks by trade and project type
- Weather, permit and material risk overlays
- Recommended mitigations with cost / schedule impact
Field-to-office reconciliation
Auto-reconciles superintendent reports, RFIs, NCRs and drone capture against plan - replaces the Monday morning manual report pull.
- RFI / NCR theme clustering
- Quantity reconciliation against pay items
- Photo-evidence linked to schedule activities
- Single weekly leadership digest
Data Security, Governance & Safety
Enterprise AI demands enterprise-grade security. Every solution we deploy follows strict data sovereignty, safety, and compliance standards.
Data Sovereignty
- Your data stays in your infrastructure - always
- Deploy on your cloud (AWS, Azure, GCP) or on-premise
- No data leaves your environment
- Full compliance with regional data residency requirements
Model Safety & Guardrails
- NVIDIA NeMo Guardrails for content safety
- PII detection and redaction with Presidio
- Prompt injection defense and input sanitization
- Hallucination detection and factual grounding
Access Control & Audit
- Role-based access control for all AI systems
- Immutable audit logs for every interaction
- SOC 2 Type II, ISO 27001 compliance frameworks
- GDPR, HIPAA, and industry-specific regulations
Responsible AI
- Bias testing with Fairlearn and AI Fairness 360
- Model explainability via SHAP and LIME
- Transparency reports for stakeholders
- Continuous fairness monitoring in production
FAQ
Frequently Asked Questions
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