MemoryLake
Marketing & Growthproject management memory for marketing agencies

Give Marketing Agencies Project Management Memory That Holds Across Every Team Role

Marketing agency project management touches account managers, creative directors, designers, and copywriters. Each one's AI tool sees their slice. MemoryLake gives marketing agencies unified project memory across every role — so the project state is the same regardless of who's looking.

Day 1“Marketing agency project management touches account”“managers, creative directors, designers, and copywriters.”✓ Got it, I will remember.Day 7 — new session“Same task again — can you keep the context?”× Sure — what was the context again?(forgot every detail you taught it)+ MEMORYLAKE LAYERMemory auto-loadedPer-project memory namespaceRole-aware retrievalEvent memory for project timelineSESSION OUTPUT✓ Same prompt, on-brand answerNo re-briefing required.

Give Marketing Agencies Project Management Memory That Holds Across Every Team Role

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The problem: agency project context fragments across team roles

The account manager knows the client's deadline pressure. The creative director knows the conceptual direction. The designer knows the constraints. The copywriter knows nothing of either. Status meetings exist mostly to manually sync project state.

How MemoryLake unifies agency project memory

Per-project memory namespace

Per-project memory namespace

All roles read and write to one project memory.

MEMORYRole-aware retrieval

Role-aware retrieval

Each role gets the memory relevant to their work.

MEMORYEvent memory for project timeline

Event memory for project timeline

Decisions, approvals, pivots chronologically.

Cross-tool retrieval

Cross-tool retrieval

Asana, Notion, Figma, creative tools unified.

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How it works for agency project management memory

  1. Connect — Authorize project management and creative tools.
  2. Structure — Each project's context becomes typed memory accessible by role.
  3. Reuse — Every team member's AI retrieves relevant project state.

Before vs. after: agency project management memory

Without MemoryLakeWith MemoryLake
Status meetings for context syncMultiple per weekReduced
Role-to-role context lossCommonEliminated
AI tool quality per roleVariableUnified
Cross-project pattern detectionManualReflection memory

Who this is for

Agency operations directors and project leads at 10-100 person agencies — where project context loss across roles is consuming meeting time and affecting delivery quality.

Runnable demoabout 2 minutes

Try this use case on your own account

Agency project memory is what each role wrote in their own tool on the day: "goes live two weeks from today", "the same budget as last quarter", "use the new lockup". Weeks later another role's assistant reads those records and resolves every phrase against the day it reads them, so the landing page is "in 14 days" when it was due yesterday. Resolve each phrase on the day it was written instead, and five of six status-call answers change.

What you will see

  • One project holds 20 records from 7 tools (Slack, Asana, Notion, Figma, Docs, client email, the finance sheet), each pinned word for word with fact add and fact update --metadata that keeps the day it was written; fact list --query finds the 5 with a relative phrase
  • The quick read searches the question, takes the record (#1 for all six questions) and resolves it against today: launch in 14 days, hero video tomorrow, a $62,000 budget, the December-only lockup, social posts on hold until the end of October
  • The memory read runs the same resolver anchored on each record's own date, against what was on file that day: the launch was due yesterday and is blocked, the video is a week late, the budget is $40,000, the lockup is v2, the hold ended in September. The launch email, written with a date, is the control: both reads agree
  • Each phrase is rewritten to what it meant with fact update --text (old text kept in metadata, both versions in fact trace), and the same quick-read code then agrees on all six questions asked in other words, 6 of 6. Plus a local web UI

You need: a MemoryLake API key · the memorylake CLI · Python 3.9+

Run it

git clone https://github.com/memorylake-ai/memorylake-usecases.git
cd memorylake-usecases/agency-project-memory
export MEMORYLAKE_API_KEY=sk-…
python3 demo.py          # or: python3 web/server.py
Open on GitHubRead the walkthrough

Watch it run · real, unedited recordings

CLI demo2:30Web demo3:40

Related use cases

Design & CreativeCreative Brief Memory Across Agency Client WorkAgency creative briefs repeat similar context across clients. MemoryLake stores brief patterns and approvals as memory. Free to get started.
Sales & RevenueClient Context Memory for AgenciesAgencies re-brief AI on every client every time. MemoryLake stores client context — brand, history, preferences — for instant recall in any AI tool. Free to get started.

Frequently asked questions

Integrations?

Asana, Monday, ClickUp, Notion, Figma, custom — all supported.

Privacy?

AES-256 E2E with per-project isolation.

Free tier?

Yes — for small agencies.

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