AI change order management for EPC

    AI Change Order Management
    Protect Margin, Faster

    Auto-draft change notices, quantify cost and schedule impact, and surface entitlement evidence across your portfolio.

    ★ Change notice AI★ Impact quantification★ Entitlement evidence★ Aconex / Procore★ SAP / Oracle★ Margin protection★ Change notice AI★ Impact quantification★ Entitlement evidence★ Aconex / Procore★ SAP / Oracle★ Margin protection★ Change notice AI★ Impact quantification★ Entitlement evidence★ Aconex / Procore★ SAP / Oracle★ Margin protection★ Change notice AI★ Impact quantification★ Entitlement evidence★ Aconex / Procore★ SAP / Oracle★ Margin protection
    AI

    Quick Answer

    NeoBram delivers AI change order management for EPC contractors that auto-drafts change notices, quantifies cost and schedule impact from BIM, schedule and commercial data, and surfaces entitlement evidence - typically recovering 1-3% additional margin per project.

    Why This Matters

    Change Orders Make or Break EPC Project Margin.

    On most EPC projects, 5-15% of scope changes through the lifecycle. Whether that turns into recovered margin or lost margin depends almost entirely on the speed and quality of change order management.

    Teams routinely miss entitlement deadlines, under-quantify impact, or fail to assemble the evidence needed to defend a claim. The information exists - in BIM, schedule, RFIs and correspondence - but no one has time to pull it together fast enough.

    AI takes that lift. Within hours of a change-trigger event, the AI drafts a change notice, quantifies cost and schedule impact, and assembles the supporting evidence pack.

    Our Tech Stack

    Production-Grade Tools We Deploy

    Source systems

    Autodesk Construction Cloud
    BIM & docs
    Aconex / Procore / Asite
    Correspondence & RFIs
    Oracle Primavera P6
    Schedule impact
    SAP / Oracle ERP
    Cost & commitments

    AI & retrieval

    Private LLM endpoint
    Drafting
    Vector DB
    Contract & correspondence search
    LangChain / DSPy
    Prompt orchestration

    Quantification

    Quantity take-off models
    BIM-based deltas
    Schedule impact analysis
    P6 fragnets
    Cost build-up
    Unit rate library

    Governance

    Audit trail
    Every draft signed off
    Approval workflow
    Commercial gate
    Power BI dashboards
    Portfolio margin view

    Architecture Deep-Dive

    How We Build It

    Change notice drafting

    AI drafts the change notice within hours of trigger - referencing the contract clause, prior correspondence, RFIs and design revisions.

    • Auto-cited contract clause and conditions precedent
    • Linked RFI / NCR / correspondence pack
    • Plain-English summary for client review
    • Drafts in your contract format (FIDIC, NEC, bespoke)

    Cost & schedule impact quantification

    Quantifies cost impact from BIM deltas and rate library, and schedule impact via P6 fragnet analysis - with calibrated confidence.

    • BIM-based quantity take-off delta
    • Schedule fragnet impact in days
    • Direct + prelim cost build-up
    • Sensitivity bands on contested assumptions

    Entitlement evidence pack

    Assembles the evidence needed to defend the change: correspondence, drawings, photos, schedule snapshots and prior assurances.

    • Time-stamped evidence linked to contract clause
    • Photo and drone evidence by location
    • Schedule baseline vs current snapshots
    • Auto-generated chronology of events

    Portfolio margin protection

    Roll-up across the project portfolio: open notices, missed-deadline risk, expected recovery and margin-at-risk.

    • Open notice ageing per project
    • Deadline risk alerts to commercial leads
    • Expected vs actual recovery tracking
    • Margin-at-risk dashboard for leadership

    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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