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Contractual Risk Intelligence Engine.

Forge reads your project documents, extracts signals and governing rules, resolves delay attribution, and computes net contractual exposure โ€” automatically.

Beta Notice: Forge is in active development. Features described here are continuously refined based on real-world testing.

The Reasoning Pipeline

Forge operates through a structured reasoning chain. Each layer feeds the next โ€” from raw text to a defensible financial conclusion.

๐Ÿ“„ Documents โ†’ Signals + Constraints

The engine separates two types of intelligence from every document: Signals (events that change project state, requiring triage) and Constraints (governing rules that define how signals translate into impact โ€” LDs, penalties, weather entitlements, notice windows).

๐Ÿ”— Activity Linkage

Each signal is semantically matched to its corresponding CPM activity using pgvector similarity search, composite scoring (semantic + temporal + WBS + trade), and configurable confidence thresholds.

โš–๏ธ Responsibility Attribution

The LLM infers the responsible party for each delay signal: CONTRACTOR, OWNER, THIRD_PARTY, or FORCE_MAJEURE. Attribution confidence is tracked and displayed.

๐Ÿ”„ Concurrency Resolution

Delay intervals are projected onto the activity timeline and swept using a sweep-line algorithm. Overlapping windows are resolved into net attribution: contractorDays, ownerDays, concurrentDays.

โš“ Milestone Anchoring

Delay pressure propagates upstream to project milestones. Forge computes Risk Drift โ€” predicting future slippage from emerging signals that have not yet hit the schedule baseline.

๐Ÿ’ฐ Confirmed vs. Potential Exposure

The engine separates Confirmed Exposure (materialized delay) from Potential Exposure (emerging risk signals). Leading indicators are now clearly separated from trailing stats.

๐Ÿšจ Automated Urgency Scoring

Every risk signal is automatically scored into one of three tiers โ€” Act Now, Monitor, or Watch โ€” based on critical path proximity, float buffer, and contractual severity. This ensures the most time-sensitive issues surface first, regardless of confirmed cost.

โณ Statutory Notice & Time-Bars

Automated contractual countdown clocks track notice windows for FIDIC (28-day notice), NEC4 (8-week notice), and AIA A201 (21-day notice) to permanently prevent condition-precedent forfeitures.

๐Ÿ›ก๏ธ SCL Dispute Bundling & SHA-256 Sealing

Compiles contemporaneous site records into formal SCL Protocol hearing dossiers stamped with high-entropy SHA-256 checksums and expert Statement of Truth.

๐Ÿ‘ฅ Multi-Tier Clean-Room RBAC

8-tier stakeholder model with field-level redaction automatically sanitizing contractor profit margins, labor multipliers, and litigation counsel notes from external views.

๐Ÿ”‘ Enterprise SSO & SCIM 2.0

Native SAML 2.0 / OIDC federation with Okta, Azure AD, and PingFederate, complete with automated SCIM 2.0 user lifecycle provisioning and soft de-provisioning.

๐Ÿ”ฎ Prospective Time Impact Analysis (What-If TIA)

Aligned with SCL Delay Protocol Principle 4. Planners inject hypothetical fragnet disruption events into the contemporaneous CPM schedule in memoryโ€”modeling critical path shifts, quantifying โ‚ฌ exposure, and auto-drafting statutory delay notices.

From Information System to Reasoning Engine

Traditional construction tools are read-only. They display data โ€” Gantt charts, cost reports, dashboards. You manually synthesise what connects a late concrete pour to a contractual penalty.

Forge crossed a different threshold. It doesn't just display information; it reasons about it. It evaluates contract rules, interprets delay causality, resolves concurrent responsibility, and computes the financial consequence โ€” deterministically. That's what separates analytics from intelligence.

The strategic goal: answer the questions construction executives actually ask โ€” "Which delays are truly ours? What is our real penalty exposure? Are we protected by concurrency? Which signals need attention right now?" โ€” in real time, not retrospectively.

ยฉ 2026 Forge Project Intelligence. All rights reserved.