Commerce operations have outgrown manual coordination, disconnected systems, and reactive decision-making. Multiple channels, fulfillment nodes, and volatile demand fragment inventory state—while planners still stitch answers together from tools that were never designed to run as one operational system.
“Most teams still answer these questions with fragmented data, manual coordination, and disconnected planning tools. That works until demand shifts, inventory fragments, and execution slows down.”
Replace fragmented tools with operational infrastructure: unified state, policy-driven allocation, and governed execution across forecasting, inventory, and fulfillment.
Know what is available, reserved, inbound, and constrained across every channel and location.
Encode channel priorities, service commitments, and inventory rules so decisions stay consistent.
Detect stockout, overstock, and forecast deviation risks before they become fire drills.
Sense signals, decide with policy, execute with control, govern with evidence—then improve from outcomes.
Sense
Forecast demand and detect signals
Unify operational and channel signals so planning starts from what is actually happening.
Decide
Apply policies and allocation rules
Encode how inventory should move as policy—before teams chase exceptions in ad hoc channels.
Execute
Move inventory, fulfill orders, trigger actions
Turn decisions into work—transfers, POs, allocations—without losing context.
Govern
Track outcomes, enforce controls, audit decisions
Evidence and controls stay attached, so operations stay explainable and compliant.
Improve
Learn from results and refine policies
Close the loop: measure accuracy, drift, and performance so policies get sharper over time.
No PhD required. The system picks the right model and tells you when it's wrong.
Stop relitigating allocation decisions every week. Set the policy once, let the system enforce it.
"What do we have?" finally has a real answer.
The system tells you what's wrong and what to do about it. You decide whether to act.
We build alongside operators managing real-world commerce systems—shipping improvements on a steady cadence, not vaporware roadmaps.
Wire marketing calendars directly into demand models.
Compare baseline forecasts against what-if scenarios.
Use committed orders as high-fidelity demand signals.
Warnings delivered to email, Slack, or webhook.
Execute moves directly from recommendations.
See risks, policies, recommendations, and outcomes in one governed system — without rebuilding dashboards every quarter.
Forecast demand, allocate inventory, and manage replenishment with policy-driven recommendations while staying in control.
API-first infrastructure, consistent data models, and audit-ready operational records designed to fit modern commerce stacks.
Connect operational data and execution paths without turning every change into a bespoke integration project.
The hosted product is Commerce Chain Optimization. It runs on Loop Engine and Commerce Gateway—open infrastructure you can adopt independently, and that also powers governed decision control in production.
Policies, approvals, audit trails, and channel execution in one hosted workspace—not a loose bundle of tools you wire together yourself.
Explore Commerce Chain Optimization →Open infrastructure
Operational decision control for humans and agents: governed transitions, policy gates, and operational evidence on every step. Apache-2.0, patent-safe.
Loop Engine overview →loopengine.io — technical documentation →Open infrastructure
One tool schema for every LLM and commerce platform. Self-host or use Better Data hosted. Apache 2.0 licensed.
Commerce Gateway overview →commercegateway.io — runtime documentation →Signal Tags, Commerce Chain OSS, and the full project directory—run independently or power Commerce Chain Optimization in production.
Open operational infrastructure →Traditional inventory tools show state. Better Data helps teams run execution with policy, prediction, and proof.
| Feature | Most Tools | Better Data |
|---|---|---|
| Operational intelligence | Dashboards showing what happened | Alerts and recommendations on what to do next |
| Forecasting granularity | Company-wide or aggregate forecasts | Location-level accuracy, bias, and drift tracking |
| Allocation control | Manual channel allocation | Policy engine with tiers, preemption, and constraints |
| Inventory availability | Point-in-time inventory counts | ATP with reservations, inbound inventory, and snapshots |
| Governance & explainability | Black-box automation | Explainable decisions with evidence and audit trails |
“We moved from weekly allocation meetings to policies that run between channels—with clear audit trails when exceptions need a human decision.”Head of Supply ChainPremium Retail Brand
Commerce Registry Protocol: registration, verification, and discovery documentation updates.
Marketing site navigation, footer, and ecosystem links updated for Commerce Gateway and related OSS properties.
Commerce Gateway is a self-hosted routing layer that gives any LLM a stable, typed tool surface over your commerce stack — product search, cart operations, order management — without rewiring your integration for each provider or storefront. Initial public release.
See how Better Data fits your channels, inventory footprint, and fulfillment model—and what forecasting, allocation, and execution controls look like on the platform today.
