Merchandising QA
Check product data, collections, imagery, metafields, stock signals, and cross-sell opportunities before campaigns go live.
ecommerce AI agentsShopify-aware operators
AI agents for ecommerce operations that need more than dashboards
Tessera builds AI agents for ecommerce workflows: merchandising checks, performance monitoring, reporting, content operations, support triage, and Shopify-adjacent back-office work.
Ecommerce is the wedge, not the whole positioning. The advantage is practical store experience plus agentic workflow design that understands revenue, conversion, and operational drag.
Search intent
Built for buyers comparing agentic operators, not casual AI curiosity.
Ecommerce teams do not need generic AI enthusiasm. They need systems that understand products, collections, promotions, campaigns, conversion friction, performance regressions, and the operational mess around Shopify.
Tessera starts with one revenue-adjacent workflow — reporting, merchandising, site QA, content, or support triage — and turns it into a supervised operator with clear business value.
Use cases
Performance monitoring
Watch Core Web Vitals, page regressions, third-party script bloat, and conversion-sensitive site issues.
Revenue reporting
Summarise what changed across traffic, conversion, AOV, products, channels, and campaigns without manual dashboard stitching.
Support triage
Classify support themes, flag urgent customer issues, draft replies, and surface product or operations patterns.
Content operations
Generate product-page improvements, campaign briefs, SEO metadata, internal links, and collection content from real catalogue context.
Shopify workflow automation
Use Shopify Admin and Storefront APIs carefully, with scoped access and approval gates where writes or customer data are involved.
Proof
Commerce execution
Crate Clothing moved from a slow storefront to a faster Hydrogen architecture, creating practical proof for ecommerce systems work.
Operator workflows
Tessera uses agentic systems internally for research, reporting, task routing, implementation handoffs, and delivery monitoring.
Measurable improvements
Recent work reduced LCP from 31.9s to 2.2s and lifted Lighthouse performance from 23 to 93.
Process
01
Map
Identify the workflow, decision points, systems touched, permissions required, and failure modes before any agent is built.
02
Prototype
Ship the thinnest useful operator: scoped tools, visible logs, human approval gates, and a narrow success metric.
03
Operate
Run it against real work, tune the prompts and boundaries, then document the operating rhythm your team can trust.
04
Compound
Expand from one proven workflow into a small fleet of agents that share context without creating a black box.
FAQ
Is this only for Shopify?
Shopify is Tessera’s strongest ecommerce wedge, especially Hydrogen and headless work, but the operating model can apply across adjacent ecommerce stacks.
Can agents update products or collections?
Only when explicitly scoped and approved. Many valuable workflows are read-first: audits, drafts, alerts, reports, and recommendations.
What ecommerce workflow should we automate first?
Start with a frequent workflow tied to revenue leakage: reporting, merchandising QA, performance checks, campaign prep, or support themes.
Does this replace ecommerce staff?
No. It removes repetitive coordination and monitoring so operators can spend more time on judgement, creative decisions, and commercial priorities.
If the workflow matters, make it operational.
Bring one messy workflow. Tessera will map the risk, define the operator boundary, and show the smallest useful system worth deploying.