What App Builder is for
A merchant runs into a workflow that no off-the-shelf app covers. The most common patterns:- “Every Tuesday at 9am, summarise last week’s sales by SKU and post it to the #ops Slack channel.”
- “When a customer places their third order, send them a personalised thank-you email with a discount code.”
- “When checkout conversion drops more than 10% week over week, open a Jira ticket and assign it to the engineering lead.”
- “Every morning, list the SKUs that are out of stock on Amazon but in stock on Shopify, and email the inventory manager.”
- “If a Datadog alert fires on the storefront, post the incident to Microsoft Teams with the latest Vortex Mind report attached.”
Who App Builder is for
- Operations leads who own the Tuesday morning summary, the weekly KPI digest, the inventory reconciliation report, and want them to run themselves.
- Merchandisers who need product-level alerts (low stock, declined order, return spike) routed to the right channel for their team.
- Finance teams who want daily revenue, refund, and chargeback summaries cross-referenced against the GL booking, delivered to email or Slack on a schedule.
- Customer service leads who want auto-generated tickets when a churn signal trips, when a payment fails, or when a customer crosses the at-risk threshold from a Vortex Mind report.
- Marketers who need to trigger campaigns or pause ad spend when a Vortex Mind report flags a stockout, a checkout regression, or a paid-traffic-waste finding.
- Founders and small ops teams who do not have a developer on payroll and need their custom workflows to run anyway.
How App Builder is different from V1 Agent Hub
The V1 Agent Hub shipped pre-built agents for specific platform tasks. The catalogue covered:- Shopify: AI Growth Advisor, Discount Creator, Image Agent, KPI Agent, Nerve Centre Agent, Pages SEO Agent, Product SEO Agent.
- BigCommerce: Image Compression, Image Optimisation, KPI Agent, Product SEO Agent, SEO Pages Agent, StagingPro Migration Agent.
- Adobe Commerce: Image Optimisation Agent, Pages SEO Agent, Product SEO Agent.
- Cross-platform: Artifact Multimodal Agent, Ask Viq Agent, Brand DNA Agent, Campaign Manager (Dotdigital), Competitor Agent, Connector Agent, Email Sender (Dotdigital), Google Ads Performance, Google Analytics Insights, Page Speed and Web Vitals, Seasonal Events.
The three-step model
Every App Builder workflow follows the same three-step shape.- Describe. The merchant tells the agent what the app should do, in plain English. (“On Tuesday morning, summarise last week’s sales and post it to Slack.”) The agent parses the description, identifies the data sources required, the actions required, the schedule, and any conditional logic.
- Plan. The agent generates a structured plan: which tools it will use (read access to Shopify orders, write access to Slack), what schedule it will run on (every Tuesday at 9am), and what the output will look like. The merchant reviews the plan and either approves it, edits it, or asks for variations.
- Deploy. Once approved, the agent deploys the app to a sandbox first. The merchant runs a test execution, sees the actual output, and either promotes the app to production or sends it back for refinement. Production apps run on the agreed schedule and surface their runs in the deployment and monitoring view.
Pages in this section
| Page | What it covers |
|---|---|
| How it works | The full agent workflow: prompt to plan to tools to sandbox to production. The architectural shift from V1 Agent Hub. |
| Building an app | Step-by-step walkthrough of building an app from a single sentence, with a worked example (Tuesday morning Slack summary). |
| Tools and integrations | The full toolkit available to App Builder agents: read access via Nerve Centre and Vortex Mind, write access via notification and ticket channels, Ask Viq Q&A as a tool. |
| Deployment and monitoring | Sandbox vs production, scheduling, run history, log inspection, error handling, rollback. |
| Recipes and FAQs | The pre-built recipe library (legacy V1 Agent Hub content as starter templates), plus App Builder FAQs. |
How App Builder connects to the rest of the AI OS
App Builder is the operational glue that turns the rest of the AI OS into automation.- Nerve Centre supplies every connected data source. App Builder agents read directly from the same data layer that powers the dashboard, so any KPI you can see on Nerve Centre is queryable by an App Builder agent.
- Vortex Mind reports become triggers. When a Vortex Mind finding crosses a severity threshold, App Builder can react automatically (open a ticket, post an alert, pause a campaign, route to the right team).
- Ask Viq is exposed to App Builder agents as a tool. The agent can ask Ask Viq plain-English questions on the merchant’s data and use the answer in its workflow (“ask Ask Viq for last week’s revenue, paste the number into the Slack message”).
- Actions findings can be auto-routed by App Builder agents to the correct fix path: a SEO finding to a Jira ticket, a stockout finding to a procurement email, a checkout regression to an engineering channel.
- Vortex Memory archives every App Builder run. The merchant can ask “show me every run of the Tuesday Slack summary in the last quarter” and Vortex Memory has it.