Left Field Signal

Ecommerce operations, automated.

I help ecommerce brands find where their store, catalog, and back office are leaking time and money, then build the tools to fix it.

Book a free intro call

Start with an audit. Fix what matters.

Every engagement is fixed scope, so you know the cost before work begins.

  • Ops and AI audit

    A review of your catalog, integrations, and manual workflows. You get a prioritized list of fixes ranked by impact, including how AI shopping agents currently see your products.

    Fixed fee, quoted after a free intro call.

  • Build sprints

    Projects that turn the audit into working systems: catalog and schema cleanup, Shopify and Amazon automations, order and inventory workflows, ERP and 3PL integrations, and internal AI agents that take repetitive work off your team.

    Fixed scope per sprint.

  • Ongoing support

    Monitoring, maintenance, and steady improvement of what we’ve built, so your systems keep up as your catalog and channels grow.

    Monthly retainer.

Agents for the problems that keep coming back.

Alongside client work, Left Field Signal builds AI agents and tools for ecommerce operators on Shopify and Amazon. Each one starts as a build for a real client problem, then becomes something any team can run.

  • Inventory watchdog

    In design

    Watches stock levels, sell through, and inbound purchase orders, and flags stockout and overstock risk before it costs you sales or cash.

  • Supplier email agent

    In design

    Reads supplier emails for ship dates, delays, and price changes, updates your records, and drafts follow ups for your approval.

  • Exceptions routing agent

    In design

    Catches problem orders like address issues, payment holds, and stuck shipments, and routes each one to the right person with the context to fix it.

  • Marketplace ops agent

    In design

    Monitors Amazon and FBA operations, including listing health, stranded inventory, and fee changes, and turns what it finds into a short action list.

  • Narrative reporting agent

    In design

    Turns your sales, inventory, and ops data into a plain English weekly report that explains what changed, why, and what to do next.

  • Catalog readiness scanner

    In development

    Scans a Shopify catalog for missing attributes, broken structured data, and gaps that keep products invisible to AI shopping agents and search.

Built by someone who’s worked the floor.

Over six years in ecommerce and retail operations at Amazon, Target, and a VC-backed consumer services startup, managing in-stock performance and the systems behind it. Now I build the automation and integrations I used to wish I had.

You get someone who understands both the warehouse and the code, and who measures work by what it saves your team.

Request a sample audit

Let’s find your biggest leak.

Tell me a little about your store and what’s slowing your team down. I’ll reply within two business days.

Book a free intro call hello@leftfieldsignal.com