Production workflow library

Remove the unnecessary manual step.

Every blueprint here answers the same question: where does AI inference belong, and what manual step does it remove? Read the full FML, verify every dependency, then adapt it to your stack.

Registry contract

index.yml

Source

Readable FML

Contract

Typed and validated

Controls

Governed at runtime

13 blueprints · 8 operational domains · full source included

Create

— Plain language in

Distribute

— API, MCP, or scheduled

Govern

— RBAC, ABAC, and DLP

Search the registry

13 of 13 blueprints

• BP-001 · 40L
  Meeting Notes Extractor
  Find the most recent completed meeting with a customer and extract a structured summary, next steps, participants, pain points, and key decisions.
  Delivers
  Meeting summary · Next steps with owners · Pain points
  Built for
  Sales · RevOps

• BP-002 · 311L
  CEO Weekly Report
  Read a week of Slack across sales, dev, leadership, and health-check channels, extract a per-department pulse, and synthesize a polished executive brief for the CEO.
  Delivers
  Executive summary · Department pulses · Decisions required
  Built for
  CEOs · Chiefs of Staff

• BP-003 · 221L
  Customer Health Report
  Query BigQuery for a tenant's server usage, daily trend, tool breakdown, user activity, and error patterns, then synthesize an executive customer-health report.
  Delivers
  Health overview · Risk flags · Adoption gaps
  Built for
  Customer success · Account teams

• BP-004 · 100L
  Customer Slack Signals
  Read the internal and shared external Slack channels for an account, extract every meaningful signal with a permalink, and produce a health verdict with action items.
  Delivers
  Signal log with permalinks · Executive verdict · Top themes
  Built for
  Customer success · Account management

• BP-005 · 135L
  Tenant Usage Report
  Pull a tenant's full telemetry from BigQuery — active users, tool calls, audit events, daily activity, and error patterns — and write a data-grounded executive summary.
  Delivers
  Active users · Tool-call breakdown · Audit summary
  Built for
  Customer success · Platform ops

• BP-006 · 96L
  GA4 Traffic Report
  Pull GA4 acquisition, engagement, and cohort-retention data through an API connection point and turn it into chart-ready, day-by-day structured insights.
  Delivers
  Acquisition insights · Engagement insights · Retention cohorts
  Built for
  Marketing · Growth

• BP-007 · 136L
  IT Ops Onboarding
  Turn a 'Create User' form submission into a full new-hire provisioning run — create the Microsoft Entra ID identity, open the Jira access tickets, branch on manager vs. contributor for Slack setup, and send a welcome email generated from the actual run.
  Delivers
  Entra ID identity · Jira onboarding tickets · Slack channel / profile setup
  Built for
  IT Ops · People Ops

• BP-008 · 207L
  MCP Server Insights
  Profile a single MCP server across every tenant — usage, daily trend, tool breakdown, error patterns, and top users — and synthesize a health and adoption summary.
  Delivers
  Tenant breakdown · Daily trend · Error patterns
  Built for
  Platform PMs · DevOps

• BP-009 · 34L
  MCP Fleet Overview
  Aggregate the last 30 days of MCP telemetry across every server and category into a single ranked table of calls, errors, connections, and active users.
  Delivers
  Ranked server table · Error rates · Connection status
  Built for
  Platform PMs · DevOps

• BP-010 · 126L
  Pre-Call Prep
  Pull the upcoming calendar event, mine every past Avoma meeting with the account, reconcile Salesforce contacts, and synthesize a single pre-call prep document.
  Delivers
  Executive summary · Recurring pain points · Open action items
  Built for
  Sales · Account executives

• BP-011 · 187L
  Voice of Customer Research
  Scan recent customer calls for a target keyword, extract the exact quotes around it, synthesize an opinionated answer to a research question, and publish it to Google Drive.
  Delivers
  Executive summary · Key themes · Supporting quotes
  Built for
  Product marketing · Product

• BP-012 · 43L
  Voice of Customer Chat
  A conversational Voice-of-Customer analyst that interprets a request, figures out which Avoma data it needs, and either answers or asks for the missing email or date range.
  Delivers
  Detected intent · Inferred keywords · Answer
  Built for
  Product marketing · Customer success

• BP-013 · 287L
  Weekly Market Intelligence Brief
  Research a full week of debt-relief market signals — regulatory enforcement, competitor moves, consumer-lending news, macro developments, and a nine-metric economic dashboard — then render a branded HTML email and send it through Resend. Built to run on a schedule.
  Delivers
  Leading-indicators dashboard · Regulatory & competitor roundup · Branded HTML email
  Built for
  Sales leadership · Marketing

What every blueprint in here guarantees

• Zero prompt drift Every blueprint is a versioned contract. Run 1 and run 10,000 behave identically.
• Scoped sessions Each LLM call sees only the context it needs — no one giant prompt, no context rot.
• Typed output Blueprints return validated objects pinned to a schema, not text you have to parse.
• Reusable like an API Parameterise once and call it from anywhere — versioned, auditable, shareable.