Plug the Data-Action Gap in Modern Retail

    Orkestra: AI Agents steer full price sell-through, eliminate stock-outs and improve margins.

    Orkestra Control
    LIVE
    [System]Sensing demand surge in Store 402...

    Unused Data = Lost Revenue

    The Signals

    Billions of data points from ERP, CRM, and WMS.

    The Bottleneck

    Manual teams can only process <5% of actionable signals.

    The Leakage

    Out-of-stocks, safety stock bloat, and forced markdowns.

    "Retailers are drowning in data, but starving for execution. Orkestra AI agents plug the revenue leakage from unused data."

    The Hidden Cost of Manual Processes

    Slide to see your potential losses and what you could recover.

    Annual Revenue$50.0M
    $10M$500M
    Lost to Out-of-Stocks
    $
    4
    .
    0
    M
    ~8% of revenue
    Trapped in Safety Stock
    $
    7
    .
    5
    M
    ~15% of revenue
    Total Recovery Potential
    $
    1
    1
    .
    5
    M
    annual savings

    Industry-Specific Retail DNA.

    Orkestra isn't generic AI. Our Agents are pre-trained on the unique constraints of your vertical. Add your secret sauce by defining business rules for the AI Agents.

    cut stock-outs

    Maximize Full Price Sell Through.

    Match Store, Online and Product DNA to create the perfect assortment for the right customer by edit, with seasonality and minimize inventory

    From Business Strategy to AI Agents

    Orkestra AI agents manifest your operational logic into a specialized digital workforce. Each AI agent is a veteran trained module ready for autonomous execution.

    Operational DNA
    Manifesting
    AI Agents

    "Built by retail industry and AI veterans."

    Agent Directory

    The Orkestra Ecosystem

    AI Agents that share DNA each optimizes its domain while collectively maximizing revenue across your retail network.

    Agent-M1

    Merchandise Planner

    ACTIVE

    AI-powered assortment and allocation decisions at store SKU level.

    Live Tasks
    Running cluster analysis
    Optimizing size curves
    Rebalancing inventory
    Processing0%
    Typical Impact-22% dead stock
    Agent-R1

    Replenishment Agent

    EXECUTING

    Autonomous inventory optimization that prevents stockouts before they happen.

    Live Tasks
    Analyzing SKU 402 velocity...
    Adjusting safety stock levels
    Optimizing DC allocation
    Processing0%
    Typical Impact+12% availability
    Agent-D1

    Demand Forecaster

    EXECUTING

    Multi-horizon forecasting with external signal integration.

    Live Tasks
    Ingesting weather data
    Calculating promo uplift
    Detecting trend shifts
    Processing0%
    Typical Impact92% forecast accuracy
    Agent-P1

    Pricing Optimizer

    ACTIVE

    Dynamic pricing decisions based on real-time competitive and demand signals.

    Live Tasks
    Monitoring competitor prices
    Calculating margin impact
    Updating price matrix
    Processing0%
    Typical Impact+8% gross margin
    Responsible AI

    Human in the Loop

    Orkestra AI Agent keeps you in command.

    Every autonomous decision is routed through your executive guardrails. Full transparency, complete control.

    • Explainable Logic

      Every agent action includes the reasoning behind the decision.

    • Configurable Thresholds

      Set dollar amounts or risk scores that trigger approval workflows.

    Executive Decision Required

    DEC-2024-0847

    98% Confidence
    Decision window expires in:14:32
    Impact Summary
    +$1,240 Net
    Revenue at Risk$3,200
    Recovered Revenue$4,440
    Action

    Transfer 60 units

    SKU

    PREM-COLA-500ML

    Route

    DC-West  Store 402

    Calculated Logic Engine

    Store 402 has 4 days of stock remaining (below threshold)

    Weekend promotion starts in 3 days (expected +40% lift)

    DC-West has surplus inventory (120 units above target)