Adaptive AI for Real‑Time Analytics & Strategic Decision Intelligence
DecisionEngine transforms cross‑functional data into clear, explainable actions — built for operations, supply chain, and enterprise decision systems where speed, accuracy, and cost all matter.
- Real‑time analytics
- Optimization & orchestration
- Transparent reasoning
- Cloud‑native & portable
Decision Snapshot
Illustrative metrics from pilot programs
Validated with walk‑forward testing and cost‑aware controls.
Platform
A modular framework that ingests data, learns patterns, and recommends or executes decisions with traceable logic.
Decision Intelligence
From insights to action. Outputs are calibrated for business impact, not just model scores.
Explainable by Design
Reasoning logs clarify why each decision was made — improving trust and iteration speed.
Cost‑Aware Optimization
Every recommendation weighs trade‑offs across cost, service, and risk.
Operational Velocity
Latency‑tuned pipelines handle high‑frequency decisions in near real‑time.
Capabilities
Ingest & Harmonize
Streams, APIs, and files unified into business‑ready features.
Model & Calibrate
Hybrid ML (e.g., XGBoost + transformers) validated via walk‑forward tests.
Decide & Orchestrate
Policy rules + optimization choose the best action under constraints.
Explain & Learn
Reason codes, KPI impact, and continuous improvement loops.
Representative Use Cases
Supply Chain Control Tower
ETA risk detection, inventory rebalancing, carrier selection, and promise‑date protection.
Operations Optimization
Workforce scheduling, SLA routing, and queue orchestration to minimize cycle time.
Revenue & Forecasting
Demand sensing and pricing signals with cost‑aware guardrails and A/B evaluation.
Showcase
Control Tower Blueprint
Architecture & patterns for real‑time exception management and decisioning.
View →Operations Orchestration
From alerts to actions: routing, prioritization, and automated resolution.
View →Portable Infrastructure
Deterministic builds, containerized delivery, and cloud‑ready deployment.
View →About DecisionEngine
Founded by Jason Malpass, DecisionEngine is a pragmatic AI framework focused on measurable outcomes: transparent validation, operational reliability, and clear paths from data to action.
- Walk‑forward validation (no leakage)
- Cost‑aware guardrails
- Explainable reasoning & impact
- Portable, containerized delivery