Current initiative

Our first initiative is AI Memory.

Every agent that reaches production hits the same question: what it may remember, and who answers for it.

That layer is being set now.

20

Operating companies at one table

8 / 8

Layers of the memory stack covered

Sept 24

First working session, San Francisco

What we build

Eight layers, all covered.

01

Programmable compute

The silicon underneath, and how far it bends to the workload.

02

Systems memory

The memory wall. A physics problem before a product problem.

03

Foundation models

The models, and what they hold in context at inference.

04

Graph and context

Structure over retrieval. Retrieval without structure is search.

05

Agent memory

What an agent may remember, and who owns it.

06

Harness and orchestration

The runtime that calls tools and carries state.

07

Enterprise deployment

Into production, inside real systems of record.

08

Governance and trust

What was retained, where it lives, who is accountable.

Most of the debate lives in one layer. The other seven decide whether any of it holds in production — across retrieval, context, privacy, security, evaluation, enterprise knowledge, correction, and deletion.

AI Memory Leadership Council

The Technical Council. 20 companies, one layer.

Practitioners who run these systems in production — not observers. Four of them facilitate the working session.

Philip RathleFacilitator

Philip Rathle

Chief Technology Officer

Neo4j

Zhamak Dehghani

Zhamak Dehghani

Founder and CEO

Nextdata

Charles Fan

Charles Fan

Co-Founder and CEO

MemVerge

Taranjeet Singh

Taranjeet Singh

Co-Founder and CEO

Mem0

Arun RaoFacilitator

Arun Rao

Machine Learning

NVIDIA

Manuel Meyer

Manuel Meyer

Co-Founder and COO

Qdrant

Roxane Fischer

Roxane Fischer

Co-Founder and CEO

Anyshift

Ganesh Padmanabhan

Ganesh Padmanabhan

Co-Founder and CEO

Autonomize AI

Shail Khiyara

Shail Khiyara

CEO

Swarm Engineering

Jiquan Ngiam

Jiquan Ngiam

Co-Founder and CEO

MintMCP

Vasilije MarkovicFacilitator

Vasilije Markovic

Founder and CEO

Cognee

Michael J.J. Tiffany

Michael J.J. Tiffany

Co-Founder and CEO

Fulcra Dynamics

Ben Kearns

Ben Kearns

Co-Founder and CEO

Ferrosa AI

Shawkat Kabbara

Shawkat Kabbara

Founder and CEO

Papr

Ali TöreFacilitator

Ali Töre

SVP and GM, Conversational AI

RingCentral

Amandeep Khurana

Amandeep Khurana

Enterprise Agentic Harness

Anthropic

Suresh Pillai

Suresh Pillai

VP of Engineering

TriNet

Daniel Chalef

Daniel Chalef

Founder

Zep AI

Navrina Singh

Navrina Singh

Founder and CEO

Credo AI

For companies

One seat. Six returns.

01

Set the blueprint.

Help write the industry blueprint for the layer you run.

02

Skip the rework.

Your production constraints built in before the approach is set.

03

Ship first.

Early access to the reference architecture and benchmark.

04

Integrate once.

One shared interchange, not custom glue for every partner.

05

Prove it.

Benchmark results and a public record that buyers can trust.

06

Stay ahead.

Our outputs feed ISO, IEEE and NIST before the rules are set.

Past events

The rooms we have built before.

Fellows gathered around a founding dinner table with the Quantum AI banner
Outdoor founding dinner with fellows reviewing materials together
Founding dinner reception with catering and Quantum AI branding
Intimate salon conversation among Quantum AI fellows
Group portrait of Quantum AI fellows in a wood-panelled lounge
Roundtable discussion at the founding dinner with Quantum AI banner
Join the coalition

Twenty companies are already at the table. Take the seat for your layer.