SERVICE 01 — Decision-support AI
Decision models and evaluation
Define goals, constraints and alternatives, including cases without a single correct answer, and design evaluation using operational data.
Solutions
Decision-support AI
Make key decisions faster, with reasons you can explain. AI helps compare dispatch, staffing and ordering options to make better use of your assets.
Point of View
Make informed decisions at the pace of your operations.
Dispatch, staffing and ordering decisions shape utilisation, inventory and profitability. We align business goals and operational constraints so AI can present options and reasons for people to review and decide.
ASSET LEVERAGE THESIS
Consider vehicles, equipment, inventory and people in terms of their impact on the business. Connecting information and criteria supports decisions that make better use of existing assets.
Our Approach
Field Judgment and Decision Intelligence Resonate
Driving Explainable Decisions & Compounding ROA
We go beyond black-box predictions by starting from the constraints and judgment criteria your field teams actually use. By aligning corporate ROA objectives with operational constraints in a shared ontology, we deliver multi-option decision workflows that learn from every human override.
- 01 / Constraint & Context Ontology
Objective & Constraint Structuring
Separates hard constraints from soft objectives and links them with historical context. By connecting "Order, utilization & inventory data" (ERP, WMS, and historical shift logs) directly into "Rapid Plan & Option Generation", we ensure "Surfaces multiple scenarios and constraint status when conditions shift".
- 02 / Hybrid Reasoning Engine
Forecasting + Optimization + GenAI
Combines forecasting, mathematical optimization, and condition extraction into comparable plans. By connecting "Operational & regulatory constraints" (Deadlines, load limits, labor rules, SLAs) directly into "Rationale Check & Exception Routing", we ensure "Routine cases proceed fast; constraint trade-offs route to accountable owners".
- 03 / Human Review & Learning Gate
Review Interface & Override Logging
Enables rapid human comparison and logs why plans were modified to refine future criteria. By connecting "Veteran dispatcher/planner heuristics" (Priority trade-offs during exceptions) directly into "Override Feedback & ROA Gain", we ensure "Captures human modification reasons to continuously improve asset utilization".
System & Workflow Blueprint
How your enterprise assets and our intelligence core connect in daily operations.
STAGE 01 — CUSTOMER ASSETSExisting Enterprise Data & Context
STAGE 02 — PROPRIETARY COREALBACONNECT Intelligence Architecture
STAGE 03 — WORKFLOW & ROA VALUEEmbedded Workflow Transformation
01.1
Order, utilization & inventory data
ERP, WMS, and historical shift logs
Objective & Constraint Structuring
Separates hard constraints from soft objectives and links them with historical context.
03.1
Rapid Plan & Option Generation
Surfaces multiple scenarios and constraint status when conditions shift
01.2
Operational & regulatory constraints
Deadlines, load limits, labor rules, SLAs
Forecasting + Optimization + GenAI
Combines forecasting, mathematical optimization, and condition extraction into comparable plans.
03.2
Rationale Check & Exception Routing
Routine cases proceed fast; constraint trade-offs route to accountable owners
01.3
Veteran dispatcher/planner heuristics
Priority trade-offs during exceptions
Review Interface & Override Logging
Enables rapid human comparison and logs why plans were modified to refine future criteria.
03.3
Override Feedback & ROA Gain
Captures human modification reasons to continuously improve asset utilization
CLOSED-LOOP LEARNING GOVERNANCE
Pairs plan overrides with actual operational outcomes, turning individual planning know-how into a compounding organizational asset.
Our Service
Service domains tailored to Decision-support AI.
SERVICE 02 — Decision-support AI
Prediction, optimisation and generative AI
Combine demand or workload forecasts, planning optimisation and extraction of conditions from documents as the task requires.
SERVICE 03 — Decision-support AI
Systems and approval integration
Build around existing inputs and outputs, review screens, permissions and action logs so the system fits the workflow.
Intended Outcomes
What this transformation changes.
We design every deployment so daily operational improvements translate directly into auditable governance and compounding enterprise value.
Options with rationale
Bring conditions, expected effects and unmet constraints together so alternatives can be compared consistently.
Operations that handle exceptions
Separate routine decisions from cases that need an accountable reviewer, giving teams a clear path for exceptions.
Knowledge that carries forward
Record why a suggestion was accepted or changed and what happened next, so criteria can be reviewed.
Measuring Value
Agree on what progress means.
We agree on the current baseline, evaluation period and measures for your workflow. These are discussion points, rather than promised results.
- KPI 01OPERATIONAL VELOCITY
Decision time and frequency of revisions
- KPI 02DECISION & AUDIT QUALITY
Constraint violations and exception handling
- KPI 03ENTERPRISE ROA & VALUE
Asset utilisation and changes in business outcomes
Connected Capabilities
Bring the right capabilities together.
Contact
Let’s talk.
We support AI and system adoption that drives business growth.
From clarifying "what to build" to design, development, and operations. Practical support grounded in your business, operations, and data.