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

13 of 13 blueprints

Revenue Workflows

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

Executive Intelligence

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

Customer Success

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

Customer Success

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

Customer Success

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

Marketing Analytics

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

IT & Operations

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

Platform Analytics

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

Platform Analytics

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

Revenue Workflows

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

Product Intelligence

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

Product Intelligence

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

Market Intelligence

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.