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DecisionX
Platform

By decision

Commercial ExcellencePricing, promotion and channel decisions grounded in commercial signals. Manufacturing ExcellencePlant performance, quality and yield decisions built on production data. Supply Chain ExcellenceDemand, inventory and supplier decisions grounded in supply signals. Pharma R&DTrial, pipeline and regulatory decisions grounded in a traceable evidence chain.

By industry

PharmaR&D, manufacturing and commercial decisions unified on one evidence chain. CPGNPD, manufacturing and commercial decisions unified on one evidence chain. ManufacturingProduction, quality, procurement and margin decisions across plants and suppliers.
The Foresight ClubA community for decision practitionersA private community for strategy, analytics and AI leaders working through real enterprise decisions, together.Join the club

The architecture

01Ontology Studio02Data Ops Agents03Finite State Model04Multi-Layer Reasoning05Decision Memory Security & Governance

Decision ontologies

Commercial OntologyHow pricing, promotion and channel entities relate in the causal graph. Manufacturing OntologyPlant, yield and quality entities modelled as a finite state system. R&D OntologyTrial, pipeline and regulatory entities on a traceable evidence chain. Technology Overview
Spider 2.0 Lite#2 Globally in Enterprise ReasoningAhead of Samsung, Snowflake and Tencent. World's hardest enterprise reasoning benchmark.Read more

Learn

BlogsStrategic insights on enterprise AI. DefinitionsReasoning terminology and vocabulary. ComparisonsDecisionX vs copilots and platforms. ReasoningEnterprise reasoning systems. WebinarsLive sessions on reasoning systems.

Media and help

Press & MediaAnnouncements and coverage. Video ResourcesDemos and reasoning explainers. Help CentreGuides and getting started docs. The Foresight ClubCommunity for decision practitioners.
Spider 2.0 Lite#2 Globally in Enterprise ReasoningAhead of Samsung, Snowflake and Tencent. World's hardest enterprise reasoning benchmark.Read more CEO GuideThe CEO Guide to AI in PharmaTen decisions on AI capital, workforce and governance. Backed by Bain, McKinsey, Deloitte, BCG and EY.Download free
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Platform

By decision

Commercial ExcellenceManufacturing ExcellenceSupply Chain ExcellencePharma R&D

By industry

PharmaCPGManufacturing

The architecture

Ontology StudioData Ops AgentsFinite State ModelMulti-Layer ReasoningDecision MemorySecurity & Governance

Decision ontologies

Commercial OntologyManufacturing OntologyR&D OntologyTechnology Overview

Learn

BlogsDefinitionsComparisonsReasoningWebinars

Media and help

Press & MediaVideo ResourcesHelp CentreThe Foresight Club
Book a demo

Latest Articles

Industry
Product
Company
Thought Leadership
Thought Leadership
June 15, 2026

Decision Made ≠ Decision Done

A decision creates value when it is completed, not when it is made. Here is the Decision Lifecycle: the three stages most organisations only half-execute.

Product
June 15, 2026

Track, Learn & Compound: The Post-Decision System That Closes the Loop - Steps 4 & 5

Most organizations track execution against plan. Almost none track the assumptions underneath it. Steps 4 and 5 of the Decision Lifecycle close the loop for good.

Product
June 15, 2026

Decision Object: The Repository That Ensures Causality Is Never Lost - Step 3

Most organizations capture what was decided. Almost none capture why. Learn what a Decision Repository is and how DecisionX ensures strategic reasoning is never lost.

Product
June 15, 2026

Reasoning in the Decision Lifecycle - Step 2

Most strategic questions take days to answer. By then the decision is already made. A guide to Reasoning, Step 2 of the Decision Lifecycle, and how to get answers in the room when they matter.

Product
June 15, 2026

Signals and Blindspot Monitoring - Step 1

Most strategic crises were visible in data weeks before they became undeniable. A guide to Signals and Blindspot Monitoring, Step 1 of the Decision Lifecycle, and how to close the gap.

Industry
June 15, 2026

The Pharma Decision Lifecycle

Pharma applies world-class rigor to clinical endpoints. The gap is extending that same discipline to the strategic assumptions that determine commercial outcomes. Scored across all three stages.

Industry
June 15, 2026

The India D2C Decision Lifecycle

India's D2C founders sense markets well. The gap is translating instinct into decisions that hold. A guide to all three Decision Lifecycle stages scored and sourced.

Industry
June 15, 2026

Where Manufacturing Decisions Break Down

Strong data. Rigorous governance. The gap is cross-functional reasoning before CapEx commitment. A guide to all three stages of the manufacturing Decision Lifecycle.

Industry
June 12, 2026

Why CPG Decision-Making Breaks and Where in the Lifecycle It Happens

FMCG strategy teams make decisions well. They complete them badly. A scored breakdown of where the FMCG decision lifecycle breaks - Pre-Decision, Decision, and Post-Decision.

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By Industry

  • Pharma
  • CPG
  • Manufacturing

By Decision

  • Commercial Excellence
  • Manufacturing Excellence
  • Supply Chain Excellence
  • Pharma R&D
  • FMCG NPD

Case Studies

  • Marketing Excellence
  • Sales Excellence
  • Manufacturing Excellence
  • Supply Chain Excellence

Domain Ontologies

  • Commercial Ontology
  • Manufacturing Ontology
  • R&D Ontology

Company

  • Platform
  • Technology
  • Company
  • Decision Sign
  • The Foresight Club
  • Talk to Us
  • Careers

The Decision Desk

  • CEO Guide for AI in Pharma
  • CDO & CAIO Guide
  • Commercial Excellence Guide
  • R&D Excellence Guide
  • Manufacturing Excellence Guide
  • Pharma Manufacturing Guide
  • NPD Excellence Guide

Resources

  • Blogs
  • Webinars
  • Press & Media
  • Video Resources
  • Glossary
  • Help Centre
  • Changelog
Definitions
  • What is AI Decision Making
  • What is a Decision Audit Trail
  • What is a Decision Hypothesis
  • What is Decision Monitoring
  • What is a Knowledge Graph
  • What is a Context Graph
  • What is Decision Foresight
  • What is Contextual Reasoning
  • What is Ontology in AI
  • What is a Decision Ontology
  • What is Decision AI
  • What is Cognitive Ontology
  • What is Causal AI
  • What is Decision Intelligence
Comparison
  • Cognitive Ontology vs Traditional Ontology
  • Always-On Analytics vs Dashboard Tracking
  • Decision Foresight vs Insights
  • Ontology vs Context Graph
  • Ontology vs Knowledge Graph
  • Context-Aware AI Analyst vs LLMs
  • AI Analyst vs Business Analyst
  • Decision Monitoring vs Dashboards
  • Decision AI vs Business Intelligence
Reasoning
  • Why Decision Audit Trails Matter for AI Systems
  • Why LLM Automation Fails Without Context
  • Why Vertical SaaS Breaks at Analytics Scale
  • Why a Context Graph Is Not Enough
  • Why Reasoning Is the Real Path to Decisions
  • Why Foresight Matters More Than Insights
  • Why Dashboards Don't Drive Decisions

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