AI contract intelligence for EPC and construction projects

    AI Contract Intelligence
    For EPC & Construction

    Extract clauses, track obligations, analyse change orders and flag risk across FIDIC, NEC, EPC and EPCM contracts - integrated with Primavera, SAP and your DMS.

    ★ FIDIC / NEC / EPC★ Clause extraction★ Change orders★ Obligation tracking★ Risk flagging★ Primavera & SAP★ FIDIC / NEC / EPC★ Clause extraction★ Change orders★ Obligation tracking★ Risk flagging★ Primavera & SAP★ FIDIC / NEC / EPC★ Clause extraction★ Change orders★ Obligation tracking★ Risk flagging★ Primavera & SAP★ FIDIC / NEC / EPC★ Clause extraction★ Change orders★ Obligation tracking★ Risk flagging★ Primavera & SAP
    AI

    Quick Answer

    NeoBram builds AI contract intelligence for EPC and construction firms - clause extraction, obligation and milestone tracking, change-order impact analysis, and risk flagging across FIDIC, NEC, EPC and EPCM contracts, integrated with Primavera P6, SAP and your document management system.

    Why This Matters

    Contract Risk Is Hidden In 5,000 Pages.

    A single EPC project contract often runs to several thousand pages across the main agreement, annexes, technical specs, subcontracts and amendments. Critical obligations, change-order entitlements and risk-allocation clauses are buried where commercial and project teams can't reliably find them.

    Industry studies put EPC cost overruns at 20-80% on major projects - and most contract claims and disputes trace back to obligations missed, change orders priced incorrectly, or risk clauses misread. The financial exposure dwarfs the cost of getting contract intelligence right.

    We deploy AI contract intelligence that ingests your full contract set, extracts clauses, builds an obligation register, links obligations to Primavera milestones and SAP cost codes, analyses change orders against the baseline, and flags risk in plain language for commercial, project and legal teams.

    Our Tech Stack

    Production-Grade Tools We Deploy

    Document ingestion

    Unstructured.io / LayoutLMv3
    Layout-aware PDF parsing
    AWS Textract / Azure Doc Intel
    OCR and table extraction
    LlamaParse
    Long-form contract chunking

    Models

    Claude 3.5 Sonnet (200K context)
    Long-document reasoning
    GPT-4o
    Clause classification
    Llama 3.3 70B (on-prem option)
    Sovereign deployment
    Custom fine-tuned clause classifiers
    FIDIC / NEC / EPC specific

    Knowledge layer

    Qdrant / pgvector
    Contract clause vector store
    Neo4j
    Obligation and party graph
    BGE-M3 embeddings
    Multilingual contracts

    Integration

    Primavera P6 / Oracle PPM
    Milestone linking
    SAP S/4HANA Project System
    Cost-code mapping
    Aconex / Procore / SharePoint
    DMS source
    Power BI / Tableau
    Risk and obligation dashboards

    Architecture Deep-Dive

    How We Build It

    Clause extraction & obligation register

    Auto-extract clauses, obligations, deliverables, payment terms, LDs, warranties and conditions precedent from main contract, annexes and subcontracts into a structured obligation register.

    • Clause-level classification per FIDIC / NEC / EPC taxonomy
    • Obligation register with owner, deadline, dependency
    • Linked to Primavera milestones and SAP cost codes
    • Multilingual contracts (EN, FR, ES, AR, ZH)

    Change-order analysis

    Compare proposed change orders against the baseline contract, flag scope-creep vs. true variation, estimate cost and schedule impact, and surface entitlement and notice-period clauses.

    • Baseline vs change-order redline analysis
    • Scope-creep vs variation classification
    • Cost and schedule impact estimation
    • Entitlement and notice-period clause surfacing

    Risk flagging in plain language

    Surface unusual or onerous clauses (caps on LDs, indemnities, IP, termination for convenience, currency exposure) in plain English for commercial, project and legal review.

    • Onerous-clause detection vs market benchmark
    • Liquidated damages, caps and indemnity highlight
    • Termination, IP and currency risk surfacing
    • Side-by-side comparison with playbook clauses

    Project & commercial dashboards

    Live dashboards for project, commercial and legal teams showing upcoming obligations, change-order pipeline, risk heatmap and claim exposure across the portfolio.

    • Upcoming-obligations 30 / 60 / 90 day view
    • Change-order pipeline and cumulative impact
    • Project risk heatmap with drill-down
    • Portfolio-level claim and exposure rollup

    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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