Ailoitte Library7 free resources

Free enterprise AI guides and templates Practical Playbooks for Shipping Enterprise AI

eBooks, checklists, architectures and roadmaps from the engineers who build production AI. Our first collection covers enterprise AI agent memory: how to make it permission-aware, auditable and compliant.

Browse the Library Book a Short Consult

Free PDFs, instant download, no inbox wait

Collection: enterprise AI agent memory

7free resources
75pages of practical guidance
4stages: understand to ship
Instantdownload after a short form

Collection: enterprise AI agent memory

Every Resource, Free to Download

Cover of the Ailoitte eBook AI Agents That Remember (enterprise-safe)

eBook 27-page PDF, 4 templates

AI Agents That Remember: The Agent Memory Playbook

The designed, quick-read edition of our enterprise memory framework, with 4 ready-to-use templates for your team.

Get the free PDF

eBook 28-page PDF, 5 appendices

The Enterprise Memory Layer

The complete guide: the 7 requirements, governance model, architecture and a 90-day roadmap, with 5 appendices.

Get the free PDF

Cover of the Ailoitte Enterprise Memory Checklist, 7 non-negotiables for AI agent memory

Checklist 8-page PDF, about 20 minutes

AI Agent Memory Checklist

Score your agent memory design against 7 enterprise requirements and find the gaps before Security does.

Get the free PDF

Cover of the Ailoitte case snippet Reducing Risk in Agent Memory

Case snippet 2-page PDF, 5 minute read

Memory Risk Controls Case Snippet

How we took an enterprise agent from "block" to "approve with controls" with a six-control map.

Get the free PDF

Cover of the Ailoitte Enterprise Memory Layer reference architecture PDF

Reference architecture 5-page PDF, stack-agnostic

Enterprise Memory Reference Architecture

The blueprint: a governed memory service, read and write pipelines, tiered stores and a control map.

Get the free PDF

Cover of the Ailoitte Compliance Unblocker: approve agent memory with controls

Compliance guide 3-page PDF, 5 minute read

Memory Compliance Unblocker

A 60-second triage, the 6 objections reviewers raise, the controls that answer them and the evidence to show.

Get the free PDF

Cover of the Ailoitte 90-Day Roadmap for Agent Memory blueprint

Roadmap 3-page PDF, shareable

Enterprise Agent Memory 90-Day Roadmap

A 30, 60, 90 day plan from pilot to production, with phases, minimum controls and an evidence pack with owners.

Get the free PDF

Coming next

Need a guide we have not written yet?

Tell us the AI problem your team is stuck on. We publish new playbooks based on what enterprise teams ask for.

Suggest a topic

Where to start

Follow the Path From First Idea to Production

Each resource builds on the one before it. Jump in at the stage your team is at.

Understand

Learn what enterprise-safe agent memory needs and why rollouts stall.
Agent Memory Playbook The Enterprise Memory Layer
Assess

Score your current design and see the controls in a real rollout.
AI Agent Memory Checklist Memory Risk Controls Case Snippet
Design

Build the architecture and answer every compliance objection.
Enterprise Memory Reference Architecture Memory Compliance Unblocker
Plan and ship

Turn it into a 90-day plan your teams can sign off.
Enterprise Agent Memory 90-Day Roadmap

Start by your role

The Right Reading for Each Seat at the Table

CTO or Head of AI

Set the direction and the architecture before the team builds.

The Enterprise Memory Layer Enterprise Memory Reference Architecture Enterprise Agent Memory 90-Day Roadmap

Security or Compliance Lead

Know what to ask for, and what good evidence looks like.

Memory Compliance Unblocker AI Agent Memory Checklist Memory Risk Controls Case Snippet

Engineering or Product Lead

Get a practical plan and templates your team can use this sprint.

Agent Memory Playbook AI Agent Memory Checklist Enterprise Agent Memory 90-Day Roadmap

From the team that builds it

Written by Engineers Who Ship Governed AI

Every resource comes from delivery work in the Ailoitte Excellence Program, under ISO 27001 and ISO 9001 certified processes.

Autonomous agent Leverge AI An AI negotiation agent with guardrails and human approval gates. RAG and knowledge Procedo AI Cited answers grounded in video transcripts, with a full audit trail. AI governance TrustWays AI EU AI Act compliance embedded into the build through an SDK.

FAQ

Questions About the Ailoitte Library

Are the resources in the Ailoitte Library free?

Yes. Every resource is a free PDF. Fill in a short form on the resource page and the download button appears right away, with nothing to wait for in your inbox.

Who are these resources for?

CTOs, heads of AI, Security and Compliance leads, and engineering and product leaders at companies taking AI agents from pilot to production. They are written for global enterprise teams in regulated and multi-tenant environments.

Where should I start with AI agent memory?

If you are new to the topic, start with the Agent Memory Playbook. If you already have a pilot, score it with the AI agent memory checklist, then use the reference architecture and the 90-day roadmap to plan production.

Who writes the library?

Ailoitte engineers who build production AI in the Ailoitte Excellence Program, under ISO 27001 and ISO 9001 certified processes. Every resource comes from real delivery work, not theory.

Is the guidance tied to a specific technology stack?

No. The frameworks, checklists and architecture are stack-agnostic, so you can map them to your cloud, identity provider, data stores and data residency needs.

Can Ailoitte help us apply this to our own AI agent?

Yes. Book a short consult and our engineers will map the guidance to your use case, identity model and risk gaps. Our AI agent development team can then help you build it.