Your store is performing. Your operations are not keeping up.
We build Shopify systems that connect store data, operational rules and downstream tools so repetitive decisions do not depend on someone rebuilding the same workflow every week.
Request a ScopeShopify Partner since 2015 · Shopify Select Partner today · Data science and Shopify engineering
Agentic Commerce · Scope
Systems that act on your own store data
Custom Shopify development for operational decisions, integrations and automation.
- Engagement
- Custom Development
- Investment
- From $5,000
- Delivery
- Usually 4 to 24 weeks
- Team
- Data science and Shopify dev
The ceiling your team keeps hitting
Someone on your team is pulling reports, rebuilding segments, adjusting merchandising and moving data between tools based on information that is already stale by the time the decision lands. Shopify, Klaviyo, ad platforms, inventory and loyalty systems each collect useful signals, but the business still depends on a person to connect them.
That is where custom automation can help. The goal is not to replace judgment. It is to move repeatable rules and data synchronization into a system so the team spends its time on decisions that actually require people.
What this actually is
It is a custom commerce system built around the decisions your business already makes: which products should be promoted, when a customer should change segments, how inventory or margin should affect merchandising, and which systems need to receive the same state.
The implementation can combine Shopify APIs, Functions, webhooks, data services and the tools you already use. We define what remains human-controlled, what can be automated and what happens when the automation cannot make a safe decision.
What we can build
Behavior-driven merchandising
Use live store events and customer behavior to change what is surfaced or queued for review.
Pricing and promotion rules
Apply explicit margin, inventory and business constraints to promotional decisions with human-defined guardrails.
Live customer segmentation
Keep customer state synchronized across Shopify and downstream systems instead of relying on periodic manual list rebuilds.
Event-driven lifecycle workflows
Trigger downstream actions from real store events rather than a calendar or stale export.
Shared commerce data layer
Create a clear source of truth for the customer, product or operational state multiple tools need to consume.
Measured operational improvement
Define success metrics before the build and review whether automation actually reduced work or improved the commercial result.
Is your store at the right stage for this?
This works best for you if:
You already have reliable traffic and operational data, use multiple commerce or marketing systems, and can point to recurring decisions or manual workflows that are expensive enough to justify owning custom software.
This is not the right fit if:
Your store is still finding product-market fit, your main problem is traffic volume, or you are looking for a plug-and-play AI app. This is custom development and should only be built when the operating constraint justifies it.
How an engagement works
Scope session
We map the current stack, data ownership and manual decisions, then define the smallest credible build scope.
Architecture and build
We design the data flow, guardrails, failure handling and implementation. Custom Development is usually scoped across a 4–24 week delivery window depending on complexity.
Measure and hand off
We validate the system against the agreed rules, document how it operates and measure the commercial or operational signals defined before the build.
Investment
Agentic Commerce is priced as Custom Development, from $5,000. Final price depends on the number of systems, data quality, integration surface, business rules and release scope.
Typical delivery window: 4–24 weeks. We confirm the actual timeline after technical discovery rather than publishing a separate Agentic Commerce price range.
If the work becomes an ongoing roadmap after launch, the published retainers apply: Continuous Improvement at $2,795/month, Growth and Engineering from $5,000/month, or Shopify Plus Engineering from $9,000/month depending on scope.
This is not a plug-and-play app install. We only recommend custom development when the operational value justifies owning and maintaining the system.
Questions skeptical operators ask
Map the decision before you automate it.
Tell us which recurring decisions or data flows are slowing the team down. We will scope the smallest credible custom build and tell you when native Shopify or an existing app is the better answer.
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