The Decision Engine Behind Agentic Operations.

Maestro connects operational data, specialised AI assistants, enterprise systems and connected devices interpreting what is happening, deciding what should happen next, and coordinating how action reaches the operation.

What is Maestro?

Where Data Becomes Decisions.

Maestro sits between the operation, business systems, AI assistants and connected devices. It interprets signals in context, coordinates the right people and systems around a decision, and carries approved action into execution.

  • Reasoning Layer

    Understands what is happening, why it matters, and what should happen next.

  • Orchestration Layer

    Coordinates AI assistants, systems, workflows and devices around the decision.

  • Execution Layer

    Moves approved decisions into the operational workflow.

  • Feedback Layer

    Captures outcomes and feeds them back into the intelligence loop.

A store manager on the shop floor being asked by Maestro which stores need attention

Why Maestro

Intelligence That Doesn’t Stop At A Recommendation.

Operations generate more signals than teams can manually interpret and act on. Maestro turns those signals into governed next steps connecting context, decision-making and execution in one loop.

  • Sense

    Bring together operational signals, context, constraints and business goals.

  • Decide

    Determine the most relevant next action through contextual reasoning.

  • Execute

    Route approved decisions into real-world workflows, systems and connected devices.

  • Learn

    Use decisions, approvals and outcomes to continuously improve future reasoning.


Reasoning Layer

The Decision Engine Behind The Operation.

A store manager at the shelf asking Maestro about inventory risk

Maestro does more than report what happened. It combines operational signals with historical patterns, business rules and goals to identify what matters and recommend the next best move.

From Signal To Action

  1. Signal
  2. Context
  3. Reasoning
  4. Decision

Traditional alert

“42 units available.”

Maestro reasoning

“Inventory likely to fall below optimal within 24h. Replenish now.”

Orchestration Layer

The Coordinator Behind Every Decision.

A ring splitting into Reasoning — what should happen, Orchestration — who or what needs to act, and Execution — make it happen

Reasoning determines the recommended action. Orchestration identifies the agents, systems, workflows and connected devices required to deliver it in the right sequence. Execution moves the approved decision into the operation.

  • Demand Agent

    Interprets demand signals to identify emerging risk or opportunity.

  • Inventory Agent

    Evaluates stock, availability and operational risk.

  • Pricing Agent

    Evaluates pricing opportunities within configured constraints.

  • Location Agent

    Determines where an operational action should happen.

  • Replenishment Agent

    Determines what needs replenishing and when.

  • Workflow Agent

    Coordinates the sequence of tasks required to execute the decision.

Maestro in Action

One Intelligence Layer. Built For Any Operation.

Maestro applies the same reasoning and orchestration model to each operational environment adapting to its signals, workflows, constraints and decisions.

  • A shopper choosing fresh produce in a supermarket aisle

    Retail & Supermarkets

    Connect pricing, inventory, shelf execution, promotions, and store operations.

    Learn more
  • The chilled counter and back wall of a convenience store

    Convenience Stores

    Coordinate fast-moving inventory, perishables, pricing, and store execution.

    Learn more
  • Two workers in hard hats checking a part on the production floor

    Manufacturing

    Reason across production signals, assets, inventory, quality, and operational workflows.

    Learn more
  • Pallets and delivery trucks inside a distribution centre

    Warehousing & Distribution

    Coordinate inventory movement, picking, replenishment, warehouse workflows, and connected systems.

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  • A freight truck on the highway seen from above

    Logistics & Transportation

    Connect movement, capacity, routing, assets, and operational events to coordinate timely action.

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  • A clinician taking a patient's blood pressure

    Healthcare

    Support inventory, supply, asset, and clinical operational decisions where availability and compliance matter.

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AI Assistants

One Maestro. Multiple Assistants.

Maestro coordinates specialised AI assistants built around operational needs.

Price-optimisation prompt over a store aisle, asking whether to match a competitor's drop
Retail AI Agents

Profit & Cash AI Agent

Identifies margin and cash-flow opportunities to improve profitability and working capital.

Explore Assistant
Price-markdown prompt over a store aisle, flagging 153 units expiring in seven days
Retail AI Agents

Perishable AI Agent

Predicts demand, reduces waste, and optimizes restocking of perishable inventory.

Explore Assistant
Misplaced-product prompt over a grocery aisle, flagging a toy boxed in among the tinned goods
Retail AI Agents

Planogram AI Agent

Optimizes shelf layouts and ensures planogram compliance for better product visibility and sales.

Explore Assistant
Promotion prompt over a store aisle, offering a discount on a live flash deal
Retail AI Agents

Promotional Assistant

Uses shelf intelligence to identify planogram issues and support corrective action.

Explore Assistant

Built for business impact

Turn Intelligence Into Measurable ROI.

  • A manager reviewing margin on a tablet in the wine aisle

    Maximise ROI

    Connect intelligence directly to operational and commercial outcomes.

  • Two colleagues acting on a shelf task from a handheld

    Move Faster

    Reduce the distance between an operational signal and the action it triggers.

  • The same dashboard running in a warehouse, an office and a store

    Scale Across Industries

    Apply the same intelligence architecture across different operational environments.

  • Two store colleagues agreeing on a decision on the shop floor

    Build Trust

    Keep decisions grounded in business context, rules, workflows, and controlled execution.

  • A supervisor and a colleague checking an action against policy

    Operate With Compliance

    Coordinate actions within defined policies, permissions, and operational constraints.

  • A shelf-analysis report open on a tablet held at the shelf edge

    See Results Faster

    Start with focused use cases and expand intelligence across the operation.

  • 150+

    Enterprise deployments

  • 150+

    Operational systems connected

  • 40M

    AI Agentic workflows enabled

  • 2B+

    Average time to measurable impact

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