Decision quality
Better judgement in complex, uncertain and constrained conditions.
Powered by UMNAI Hybrid Intelligence
Intelligence for high-impact business decisions.
Build, govern and operate neuro-symbolic AI for high-accountability automated decision systems.
Predict, reason, evidence and enforce policy with full human oversight and control. Automation that is understandable, reviewable and defensible.
Decision control
Automation governed by policy, intent and operating rules.
Decision evidence
A clear record of what was decided, why and on what basis.
Decision adaptability
Continuous improvement without losing governance or traceability.
Decision infrastructure
A reusable foundation for automating consequential decisions across the organisation.
The accountability gap
Foundation Models are not built for accountability
Foundation models and the agents that work on them are not built for high-impact decisions. They rely on indirect control, approximations of reasoning and pseudo auditability.
- Black-box reasoning
- Weak explainability
- Limited indirect control
- Indirect policy monitoring
- Not directly auditable
- Uncertain exception handling
First Principles
When what you're automating has material consequences, you must have direct and deterministic control. Without it you are forced to accept randomness and approximation that creates doubt and risk exposure.
95% of enterprise GenAI projects deliver no measurable P&L impact.
Solutions
Powerful outcomes across industries
Drive conversion, revenue and retention with Behavioural Dynamics and assure regulatory compliance and policy control with Policy Dynamics.
Better entity resolution and evidence confidence with Matching and faster more confident investigation with Risk Stratification and Case Triage.
Shorten delivery times for citizen facing services with Case Triage and identify vulnerability with Behavioural Dynamics and Risk Stratification.
Understand each individual customer in each moment with Behavioural Dynamics and make each action count with Recommendations.
Build Neuro-Symbolic AI
Build and Deploy AI confidently
A practical single platform for learning, reasoning, explaining and governing in high-consequence use cases.
The Practical Difference
Explainability, governance and evidence are built in
Powered by UMNAI's Hybrid Intelligence, a neuro-symbolic framework that combines learning, reasoning, causality, human knowledge and evidence.
The power of Neuro-Symbolic AI in your hands driving your business objectives under your control.
Technical OverviewDecisions explained from the model's own reasoning.
Policy and human knowledge integrated as part of the decision logic.
Evidence trails that support proof of compliance, review and audit.
Intelligent selective de-automation for human review of edge cases and exceptions.
Causal and counterfactual reasoning for deeper understanding and simulation.
Capabilities
Power, performance and confidence
Deliver better performance with faster ROI and more confidence.
Behavioural Dynamics
Understand changing behaviours, signals and patterns that affect decisions.
More →Policy Dynamics
Represent and manage policy logic so decisions align with business and compliance constraints.
More →Evidence Vault
Capture and review the evidence associated with decisions, explanations and events.
More →
Decision Blocks
Pre-assembled decision flows for common decision types
Modular, configurable building blocks used individually or connected.
Risk StratificationClassify people, cases & portfolios into risk levels.
Case TriagePrioritise cases, alerts, reviews and work items.
ForecastingPredict events, demand, risk and capacity.
MatchingMatch entities, records and signals across data.
RecommendationsRank actions, offers, treatments and next steps.
Exception HandlingCatch low-confidence and out-of-policy cases.
Find your path
The right starting point for your team
Business & operations
Explore by use case
See how Decision Deck supports better operational decisions across your industry.
Explore SolutionsRisk & compliance
Evidence & governance
See how the platform supports explainability, evidence, policy control and oversight.
Evidence & GovernanceTechnical teams
Integrate & deploy
Learn how Decision Deck connects with APIs, workflows and enterprise systems.
Technical docs
Pricing & deployment
Scoped around your needs
Decision Deck is a comprehensive solution for high-impact intelligent decision automation. Talk to our specialists to explore pricing and deployment options.
Hybrid Intelligence
Powered by UMNAI
UMNAI develops the underlying Hybrid Intelligence architecture and API capabilities. Decision Deck makes those capabilities available through productised solutions, platform workflows and decision applications.
Ready when you are
Make high-impact decisions more explainable and governable
Decision Deck helps teams move from AI predictions to controlled, reviewable and operational decision systems.