Decision Deck brings your data, rules and evidence together so you can design, deploy and govern high-stakes decisions with complete transparency. Automate complex choices without losing control or auditability.
To automate important decisions, you need control. Decision Deck gives you the tools to innovate and improve operations while keeping oversight. Use your own data, build models tailored to your risk profile and policies, embed policy logic into workflows and capture the evidence you need to inspect and defend every outcome.
Train and operate decision services using your data, signals, outcomes and operational context.
Build models that reflect your use cases, risk profile, policies and decision requirements.
Put policy logic inside workflows so you shape what decisions automation is allowed to do.
Have the evidence that helps you inspect, review and defend outcomes.
Training learns the signals, patterns and rules that drive your decisions.
Balances value, risk and policy so you can act with confidence.
Delivers a precise and complete explanation of how each decision is made.
Delivers immutable evidence for each decision for compliance and legal defence.
Better and more confident decisions help you convert more revenue and retain more value.
Clear evidence and understanding reduces avoidable manual work.
Effective control supports faster AI deployment and return on investment.
Decision Deck combines explainability, real-time policy enforcement, control over your data and models, and sealed evidence records to turn compliance from a burden into an advantage.
Every output carries its own reasoning trace, ready to review.
Policy logic constrains what each decision is allowed to do.
Your data, your model, your control, operated where you choose.
Sealed decision records for audit, challenge and legal defence.
Transform a single decision point or an entire solution. Add the policy controls, evidence, review paths and explanations needed to operate it safely. Learn from outcomes over time. Extend the same platform foundation to adjacent decisions.
Decision Deck includes the core capabilities needed to train, govern, deploy and improve decision applications.
Fully explainable neuro-symbolic models for regression, classification, forecasting, multi-output and sequence predictions.
Understands behavioural patterns, signals and state changes over time, so decisions can respond to how customers, cases, transactions and portfolios are shifting.
Enforces policy in decision workflows using eligibility rules, approval logic, risk appetite, fairness controls and regulatory obligations.
Creates structured, sealed decision evidence records for each decision including audit trail, policy, reasoning trace and version context.
Provides configurable building blocks for compound decision types such as matching, recommendations, risk stratification and case triage.
Connects decision services with business applications, workflow tools, case platforms, data sources, risk systems and reporting environments.
Decision Deck is an explainable AI platform for building, deploying, governing and improving decision services in high-stakes operational environments.
It turns data, policies, evidence and expertise into AI-driven decision workflows that operate inside existing business systems.
Rules engines execute predefined rules.
Decision Deck supports governed AI decision services that combine models, policy controls, evidence records, behavioural context, human review and monitoring.
Rules can still play an important role as part of the wider decision operating model.
Decision Deck is designed to make decisions inspectable.
Teams can review model outputs, evidence used, policy context, reasoning paths, version history, review activity and outcome feedback.
Decision Deck supports governance through policy controls, evidence records, human review paths, versioning, monitoring and controlled improvement.
This gives teams a clearer basis for oversight, audit, challenge handling and operational assurance.
Yes. Decision Deck is designed to connect with existing applications, workflows, case tools, data sources, APIs, risk systems and reporting environments.
The aim is to bring governed AI decisioning into the workflows teams already use.
Decision Deck supports human judgement where it matters.
Clearer cases can proceed through the workflow. Sensitive, uncertain or high-impact cases can route to review with evidence and context attached.
Decision Deck supports compliance and governance teams with stronger evidence, traceability, policy control and review paths.
Legal, compliance and governance teams remain responsible for policy interpretation, oversight and accountability.
Decision Deck is powered by UMNAI's Hybrid Intelligence architecture, a neuro-symbolic AI framework designed for explainable and governed decision automation.
For technical foundations, research, developer resources, API access and deeper explanation of Hybrid Intelligence, visit UMNAI | Neuro-symbolic AI, Trusted and Defensible Decisions.