Fragmented inputs
Data, documents, calculations and model outputs remain disconnected.
Evidence → Decision → Outcome
Decision Intelligence
Intelligence for consequential decisions.
Infrastructure that connects evidence, deterministic analysis, models, human judgment, actions and outcomes in one governed system.
01The decision problem
Important decisions rarely live in one system.
Broken context
The reasoning behind a decision is often lost after action is taken.
Unevaluated outcomes
Predictions and judgments are rarely compared systematically with results.
02The LIBA IQ system
Infrastructure around the decision itself.
LIBA IQ provides the connective and governing layer between evidence, computation, model intelligence, human judgment and real-world action.
01
Make inputs traceable
02
Make reasoning reproducible
03
Make outcomes evaluable
03Architecture
A continuous decision-to-outcome system.
Each layer has a distinct role. Together they create an inspectable path from raw inputs to learning from outcomes.
01Data
02Evidence
03Deterministic intelligence
04Model intelligence
05Decision
06Action
07Outcome
08Evaluation
04Core capabilities
The control plane for decision intelligence.
Evidence & Provenance
Ground decisions in traceable inputs, sources and context.
Deterministic Intelligence
Apply explicit calculations, rules and constraints where consistency matters.
Model Intelligence
Orchestrate models as governed components within a wider decision system.
Governed Workflows
Structure how evidence, judgment, approvals and actions move together.
Decision Memory
Retain what was known, considered and decided at a point in time.
Auditability
Make decision paths inspectable, explainable and reproducible.
Predictions & Outcomes
Connect expectations at decision time to what subsequently occurs.
Evaluation
Create the conditions to assess decisions, processes and components over time.
05 · Model-agnostic
Models are components. The decision system is the product.
LIBA IQ is designed to coordinate appropriate model capabilities alongside deterministic logic, evidence and human oversight—without treating any single foundation model as the system itself.
06From decision to outcome
The loop does not end when a decision is made.
Actions produce outcomes. Outcomes create evidence. Evaluation connects what was expected with what occurred, enabling disciplined refinement of decisions and systems.
01
Record the decision
02
Track the action
03
Observe the outcome
04
Evaluate the system
07Deployment #1
Decision Intelligence in the real world.
LIBA Capital is the flagship real-world deployment of LIBA IQ, applying the infrastructure to selected property investment workflows. It is a separate investment and asset-management business.
08Enterprise applications
A foundation for decisions where evidence and accountability matter.
Potential applications span enterprise environments where decisions combine complex evidence, explicit constraints, models and accountable human judgment.
09Company
Build infrastructure worthy of consequential decisions.
Our mission is to make important decisions more evidence-backed, reproducible, auditable and evaluable.
10 · Start a conversation