The Engine Behind Decision Intelligence

See how ChainAlign transforms raw data into high-confidence decisions through a continuous, automated workflow.

Computational Certainty

We don't guess the best plan. We exhaustively search the solution space.

100M
Simulations per decision
<10s
Analysis time
100%
Audit trail coverage

A Single Pane of Glass for Complex Decisions

From global map to granular financial impact—all in one view.

ChainAlign Full Interface showing Map, Chart, Reasoning, and Levers

From Data to Decision in Real-Time

1. Surface

Proactive Decision Surfacing

Your data tells us what decisions need to be made. We surface them automatically, ranked by financial impact and urgency. No searching for insights—the system shows you: 'Here are the 3 decisions requiring action this week, here's the risk, here's what's at stake.' Live connections to ERP, MES, and WMS update every 5 minutes. Make decisions in meetings, not days later.

Decision Header showing urgency and impact
2. Analyze

Probabilistic Scenario Analysis

See the complete distribution of outcomes before you commit. Not 'we think this will work'—but '82% probability of success, 15% stockout risk, 3% overproduction risk.' 100 million Monte Carlo simulations run in under 10 seconds. Adjust production levels, inventory targets, or resource allocation with interactive sliders. System recalculates probabilities instantly. Explore every trade-off in real-time before making the call.

Outcome Distribution chart showing 100M Monte Carlo simulations
3. Explain

Complete Transparency & Institutional Learning

Drill down from executive recommendation to raw data sources. See exactly which patterns, constraints, and signals drove the analysis. When you reject a recommendation, our Socratic Inquiry Engine asks why. The system learns your decision patterns, risk tolerance, and hidden constraints. Early customers see 50% recommendation acceptance. After 12 months? 85%+. The platform learns your judgment, then amplifies it. Complete audit trail for regulators, boards, and compliance teams.

Intelligence Pipeline showing 9-step Reasoning Trail
4. Decide

Take Control & Expand

Adjust levers and override constraints. The system captures your rationale in the Judgment Graph, learning from your expertise to improve future recommendations. Start with S&OP planning and inventory optimization. Expand to capacity allocation, supplier selection, hiring decisions, capital allocation—any high-stakes choice. Same intelligence engine. Same transparency. Different workflows. Your institutional decision infrastructure.

Executive Override panel with Risk Tolerance selector

Trade-offs Quantified in Dollars

Every recommendation shows the financial impact. Compare your override against the AI recommendation—see exactly what you're trading off.

Impact Comparison table showing Recommended vs Your Override

Enterprise-Grade Infrastructure

Multi-Tenant Architecture

Strict data isolation with regional residency options.

Real-Time Ingestion

Event-driven architecture for <5 min data freshness.

LLM Agnostic

Architecture designed to leverage the best-in-class model for every specific task, ensuring optimal performance without vendor lock-in.

Security & Compliance

SOC 2 Type II ready, GDPR compliant, with immutable audit trails and role-based access control.

Seamless Integration

Designed to connect with your existing ERP, WMS, and Planning Systems.

SAP Oracle Microsoft Dynamics 365 Odoo Snowflake Databricks