IntellectAI × MongoDB · 2024–2026
The document that opened MongoDB as a go‑to‑market channel
MongoDB is a database company with thousands of enterprise clients, and every one of them is a possible buyer of an AI platform. I wrote the Purple Fabric reference architecture, a document that explains how the platform is built, and MongoDB published it before any other partner's. MongoDB now presents Purple Fabric to its own clients, with content that traces back to that document.
What happened
- MongoDB now puts Purple Fabric in front of its own enterprise clients,on its documentation website, in a book it gives to its top hundred clients and features in its CEO's keynote speech, and from its conference stages in four cities.
- First partner ever published in MongoDB's Atlas Architecture Centre.MongoDB's Architecture Centre is where it publishes technical designs. I wrote the reference architecture and delivered it complete and fast, before any other partner had one there. That is what started the relationship.
The brief
A partner published on MongoDB's own website is presented to every one of MongoDB's clients. That was worth eighteen pages.
Selling an enterprise AI platform to one bank at a time is slow. MongoDB's database already runs inside thousands of enterprises, and MongoDB had just opened a partners library, a section of its Architecture Centre for partner designs, with nobody in it. The first partner published there would be presented, by MongoDB, to every client that asks MongoDB about AI.
MongoDB does not put its name on a partner's design because the partner asks. Its engineers check every claim. So the document had to do what the investor deck did, for a reader who checks every box.
- Reader
- Investors and analysts on a ninety-minute call
- Engineers deciding whether MongoDB's database can support an AI platform
- Length
- Sixteen slides
- Eighteen pages and one diagram
- The unit of the story
- An AI agent, described as a gig worker
- Four technology layers, three of them running on MongoDB Atlas
- The examples
- Complaints at a UK wealth manager: five weeks to twenty minutes
- Complaints, and ESG research for a sovereign wealth fund, both running live
- The proof
- A live demo
- Screenshots of the live systems, the trace of every answer, and the list of compliance certificates
The document
Four layers, two live examples, the compliance list, and one diagram that shows where MongoDB sits.
The document describes four layers. The Knowledge Garden is where the knowledge lives: ten million documents from 9,000 companies, stored in MongoDB Atlas. The Digital Experts are the AI agents that do the work. The Governance layer records every answer and the source it came from. The Model Hub picks the best language model for each job.
Then the two examples, both running live, shown below.
MongoDB had never published a partner there before. We were first because the document arrived complete and fast. The Chairman of Intellect called it one of the best pieces of communication ever created about Purple Fabric. He said it on a call, not in writing, so you have my word for that one. The document itself you can read.
Complaints: every agent on record
For a UK wealth manager. The Complaint Resolution Manager and every agent it called, each one logged. A regulator can ask how a decision was reached and get the answer.
ESG research: the whole portfolio
For a sovereign wealth fund. ESG is environmental, social and governance data about companies. Verified scores for every company the fund holds, and every number links to the page of the report it came from.
The channel
MongoDB now tells the Purple Fabric story to its own clients: in its documentation, in its book, and from its conference stages.
The three pages below are MongoDB's, and so are the stages. Deepak Dastrala has told the Purple Fabric story from MongoDB's conference stage in Mumbai, Bengaluru, Delhi and London. In every one of these, MongoDB presents Purple Fabric to MongoDB's clients, at MongoDB's cost, in MongoDB's voice.
That is the method. Give an established company's engineers something they can publish under their own name, and their sales channel becomes yours.
Partner Showcase: Purple Fabric
The first partner design in MongoDB's Atlas Architecture Centre. Every engineer who evaluates MongoDB for AI can read it. Three more partners have been added since.
The book, September 2025
Architectures for the Intelligent AI-Ready Enterprise, published by MongoDB Press and Packt, a technical publisher. I wrote the IntellectAI case study, one of fifteen, beside Novo Nordisk and partners such as Iguazio by McKinsey and Cognigy. MongoDB gave the book to its top hundred clients and featured it in the CEO's keynote speech.
MongoDB's blog, December 2024
IntellectAI Unleashes AI at Scale with MongoDB. The story in the CTO's words, on MongoDB's own website, the same month the architecture was published.
Hundreds of copies will be printed for MongoDB.local New York and London. The book will also feature in a global sales and advertising campaign, including the CEO's keynote and the CFO's investor message.