How It Works
Four steps from raw data to governed, auditable, defensible decisions.
Model
Define your decision structure: criteria, weights, alternatives, and constraints. Choose from 156+ pre-built models or create your own.
Analyze
Run scenarios using 14 proven decision science methods, from Monte Carlo simulation to Bayesian inference. Compare outcomes side by side.
Govern
Route through approval workflows, enforce policy guardrails, and pass governance gates. Every decision is logged with an immutable audit trail.
Track
Record outcomes against predictions. Monitor AI agent costs, calibrate model accuracy over time, and close the feedback loop with defensible evidence.
Platform Capabilities
Eight pillars that turn unstructured decisions into governed, repeatable, defensible processes.
Decision Modeling Engine
156+ pre-built models across HR, Finance, Operations, and Strategy. 14 academically-grounded methods including MCDA, Monte Carlo, Bayesian inference, and linear programming with full transparency into every reasoning structure.
AI Governance & Agent Control
Patent PendingAgent registry, kill switches, shadow mode, governance gates, and an independent AI evaluator that grades every model run. Track AI agent token costs and compliance posture in real time.
Policy & Compliance Engine
Patent PendingDefine enforceable policies with JSONLogic rules. Compliance packages map to regulatory frameworks (EU AI Act, SOC 2, GDPR). GRC export bundles evidence for auditors on demand.
Decision Lifecycle Management
Patent PendingTrack decisions from draft through analysis, deliberation, approval, execution, and monitoring to closure. Full lifecycle with outcome recording, calibration, and decision-to-decision traceability.
Board Portal & Committee Governance
Full board portal with resolutions, AI-powered meeting minutes, ESG tracking, and director management. Committee voting workflows with quorum enforcement and resolution registers.
KPIs, Goals & Market Benchmarks
Custom KPI libraries with threshold alerts. Cascading OKRs from company to individual. Benchmark against FRED, BLS, SEC EDGAR, and peer organizations with drift detection.
Scenario Analysis & Playbooks
Monte Carlo simulation, sensitivity heatmaps, counterfactual exploration, and what-if comparison. Chain models into multi-step playbooks with automated execution.
Enterprise Integration
12+ connectors for HRIS, ERP, BI tools, and data warehouses. Bidirectional sync with writeback capabilities. Scheduled runs, webhooks, and MCP-native Claude AI integration.
14 Decision Science Methods
Every model uses academically-grounded methods — not black boxes. Full transparency into the reasoning structure behind every recommendation.
Model Library
156+ pre-built decision models organized by domain. Deploy in minutes, customize to your data.
Integrations
Connect to the systems your teams already use. Bidirectional sync keeps everything in lockstep.
HRIS
Sync employee data, org structures, and workforce metrics in real time.
Data Warehouse
Query and push results to your analytical data layer.
AI & LLM
Run models conversationally via MCP-native integration. AI agents with cost tracking and governance controls.
BI & Analytics
Embed decision outputs in dashboards and reports your teams already use.
Market Data
Benchmark decisions against real-time economic data and industry metrics.
Communication
Push decision notifications and approval requests to team channels.
Enterprise-Grade Security
Patent PendingBuilt for regulated industries. Every layer of the platform enforces isolation, auditability, and compliance.
SSO / SAML Authentication
Enterprise single sign-on with SAML 2.0 and OpenID Connect support.
Row-Level Security
Tenant-scoped data isolation enforced at the database layer.
Immutable Audit Logs
Every decision, approval, and data change recorded with tamper-proof S3 Object Lock storage.
Custom Roles & Permissions
Multi-tier role-based access control for fine-grained team management.
AI Agent Cost Tracking
Monitor token usage, estimated costs, and compliance posture across every AI agent that touches your decisions.
PII Scanning & Data Classification
Automatic detection and classification of personally identifiable information in every model input and output.
Governance Gates
Pre-execution policy enforcement that blocks, flags, or escalates model runs that violate org-defined rules.
Compliance Evidence Packages
Export audit-ready evidence bundles mapped to EU AI Act, NIST AI RMF, SOC 2, GDPR, and CCPA frameworks.
Tenant Isolation
Complete data and compute isolation between organizations. No cross-tenant bleed.
Beyond Dashboards & Predictions
Most tools stop at showing you data. DecisionLedger AI™ takes you from insight to executed, traceable, defensible decisions.
Decision Lifecycle, Not Just Analysis
Patent PendingTrack every decision from draft through deliberation, approval, execution, and monitoring to closure. Record outcomes, measure prediction accuracy, and build an organizational decision memory.
AI Agent Costs & Compliance
Patent PendingSee exactly what your AI agents cost: total token usage, estimated spend in USD, success rates, and compliance posture. Per-agent and cross-agent breakdowns with time-series trending.
Deliberation Rooms
Collaborative spaces where stakeholders debate decisions with threaded discussions, voting, and AI-powered synthesis that distills consensus from diverse perspectives.
Decision Playbooks
Chain multiple models into sequenced playbooks. Run multi-step decision workflows with automated handoffs, from data ingestion to final recommendation.
Decision Graph Intelligence
Patent PendingVisualize how decisions relate to each other: dependencies, contradictions, and causal chains. Detect duplicates and conflicts across your decision portfolio automatically.
Counterfactual & Autopsy Analysis
Ask 'what if we had decided differently?' Replay past decisions with altered inputs and compare to actual outcomes. Post-mortem analysis for continuous improvement.
AI Assistant
Domain-aware AI that protects what matters
The first AI assistant that classifies conversations by regulatory domain before a single word is exchanged. Legal privilege, HIPAA, SOX/MNPI — each domain activates its own guardrails, audit trail, and document export format automatically.
Choose a conversation domain
Based on employment law precedent, the severance structure should include ADEA waiver provisions...
Every conversation knows its rules
Before the assistant generates a single token, users select a regulatory domain. That selection activates domain-specific guardrails, retention policies, watermarking, and audit events — so legal privilege stays privileged, PHI stays compliant, and MNPI stays restricted.
6
Domain modes
SHA-256
Attestation
Word
Domain-aware export
Legal Privilege Protection
SHA-256 attestation, work-product watermark, litigation hold, counsel sub-form, and exportable privilege logs. Built for Heppner-compliant confidentiality.
Healthcare / HIPAA Mode (Enterprise)
PHI-aware conversations with 6-year retention, strict PII redaction, and HIPAA §164.312(b) audit events generated for every interaction.
Financial / MNPI Guardrails
Material non-public information handling, SOX audit trail, insider-list tracking, and restricted-distribution watermarks on every export.
Compliance Evidence Chain
Tie every conversation to SOX, GDPR, HIPAA, or EU AI Act frameworks. Every response becomes linkable, defensible evidence.
Domain-Aware Document Export
Download conversations as Word documents with domain-specific headers, footers, watermarks, and privilege designations baked in.
Drift Classification
Real-time classifier detects when conversation content drifts outside the selected domain, alerting users before sensitive data is misrouted.
Heppner Privilege Preservation technology — U.S. Provisional Patent Application No. 64034271. Domain classification, attestation chains, and privilege-aware document export are patent-pending.
Ask Claude.
Get governed decisions.
DecisionLedger's full model library is now accessible via Claude AI. Run M&A diligence, workforce analytics, financial models, and 156+ more with full audit trails, PII scanning, and defensible outputs.