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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 & Dossiers

Delay pressure propagates upstream to contractual completion anchors. Forge models Risk Drift from emerging signals and provides full-page forensic dossiers tracing driving predecessor chains and pressure contribution scores.

๐Ÿ’ฐ Confirmed vs. Potential Exposure

Calculates Confirmed Exposure deterministically as Contractual LDs + (Delay Days ร— Daily Site Burn) + Confirmed Claims, separating legally materialized liability from unquantified leading risk ranges.

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.

โšก High-Throughput Worker-Thread CPM Engine

Offloads large schedule graph forward and backward passes, topological cycle detection, and float computations onto a multi-threaded Piscina worker pool. Computes 2,000+ activity CPM networks in under 100ms with zero event-loop blocking.

๐ŸŒ Data Sovereignty & Strict Egress Isolation

Configurable multi-jurisdiction data residency (EU GDPR/Frankfurt, UK Crown Commercial London, US FedRAMP High, Zurich, Sydney) with hard cross-border egress blocking and Customer-Managed Keys (AWS KMS CMEK) keeping cryptographic root of trust in your custody.

โ›“๏ธ Cryptographic Tamper-Evident Audit Ledger

Every baseline adjustment, evidence triage decision, and dispute bundle is cryptographically sealed into a SHA-256 hash chain (Block N-1 โ†’ Block N). Guarantees mathematical proof of non-tampering for dispute tribunals.

๐Ÿš€ Autonomous Schedule Recovery Studio

Optimizes schedule compression against contractual Liquidated Damages. Evaluates overtime shifts, modular conversion, crew re-sequencing, and fast-tracking concurrency with diminishing return physics and cost-per-day-saved Pareto curves.

๐Ÿ”ฌ Executive Forensic Investigation Dossiers

Centered forensic investigation modals for activities, milestones, and risk drivers. Cross-examines planned vs actual chronologies, float consumption, SCL concurrency attribution, and source evidence with direct defense routing.

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.