Finstro Memory
Marketing intelligence that doesn’t forget.
Organise every initiative into a dossier, and Finstro Memory builds a living graph of what your team learns — trends, competitor moves, audience signals and insights. Agents turn those memories into draft content, held back for your approval before anything goes out.
The problem
Teams forget what they have already learned.
Marketing accumulates knowledge faster than any process can hold it. The cost is invisible — you cannot miss what you have forgotten you knew.
Trends get buried
A sharp observation lands in a doc, then disappears under the next fifty. Nobody finds it when it finally matters.
Competitor moves slip away
Someone flags a launch in Slack. Three weeks later the team relitigates the same point, with no record it was ever noticed.
Action items never execute
Good intentions live in notebooks and meeting notes. Without reinforcement they quietly decay to nothing.
How it is organised
Three ideas hold the whole system together.
Dossiers
One per initiative, product line, audience or competitor study. Each dossier owns its own private knowledge graph and nominates the sources worth watching.
Memories
The atomic unit inside a dossier — one distilled claim, scored for importance, embedded for search and traceable back to where it came from.
The graph
Memories decay by default and are reinforced on repetition. Typed links connect related claims, so the graph recalls associatively and forgets gracefully.
How it works
From a raw source to an approved draft.
Agents watch the blogs, feeds, social profiles and competitor sites each dossier nominates.
Findings are distilled into scored memories, deduplicated against what is already known and reinforced on a repeat.
From the strongest memories, agents draft tweets, LinkedIn posts, blog articles and ad copy.
Every draft waits in an approval queue. Nothing leaves the system until a person signs off.
Memory types
Different knowledge fades at different rates.
An opportunity is worthless in a week; an insight stays useful for over a month. Each memory type carries its own decay rate, so the graph keeps what lasts and quietly lets the rest fall away.
| Type | Decay / day | Half-life |
|---|---|---|
| Opportunity | 20% | ~3 days |
| Trend | 15% | ~5 days |
| Competitor move | 10% | ~7 days |
| Audience signal | 7% | ~10 days |
| Action item | 5% | ~14 days |
| Insight | 2% | ~35 days |
The agents
Memories become drafts — never posts.
Each agent works from the live graph and writes into the approval queue. Drafts are held back until a person reviews and signs off.
Research
Scans the nominated sources, scores what it finds and writes new memories into the graph.
Tweets
Drafts tweets from the strongest trend and opportunity memories.
Turns insights and trends into longer-form LinkedIn posts.
Blog
Drafts blog outlines and full articles from durable insights.
Ad copy
Generates ad variations from the trends worth spending behind.
Deploy
Publishing orchestration that pushes approved content out.
The idea behind it
Built on the forgetting curve.
In 1885 Hermann Ebbinghaus showed that memory fades on a predictable curve, and that each repetition flattens it. Finstro Memory applies the same model to what a marketing team knows.
What if marketing memory worked like human memory? It decays by default. It reinforces automatically. It connects related items. And it forgets gracefully — so the picture you act on is always the one that still matters.
Pick up where your team’s memory left off.
Finstro Memory is an internal tool. Accounts are provisioned by an admin — sign in to open your workspace.