01 / Document versions
Save each version you read
Store a summary of each terms document with its date and source. The hash fixes the exact text the agent summarised.
TermsVersionSource
Due diligence that accumulates
Memory for asset research.
Tokenized stocks, funds and bonds come with documents that change: terms, notices, corporate actions. Pinlo lets a research agent keep each version and each update it reviewed, and prove which ones it relied on.
Example
Research agentRequest
The issuer posted a notice about a share split. What changes for the tokens we track?
Recalled from the mind3 records
- 01Terms v3Token tracks one share; dividends adjust a balance multiplier, not the raw balance.
- 02ContractAddress and decimals read on-chain on 9 Oct; matches the issuer's published list.
- 03Prior noteLast split was applied through the multiplier within one trading day.
- 01Read the notice
- 02Recall terms and contract
- 03Write the impact note
Illustrative request and records, made up to show where memory fits.
The problem
What slips away
between sessions.
01
Versions pile up
Terms documents get revised. Without memory, an agent cannot tell which version it summarised last month.
02
Look-alikes confuse lookups
Many tokens share a ticker. An agent that re-checks from scratch each session can pick a different contract each time.
03
Updates arrive one by one
Splits, dividends and notices land weeks apart, and each only makes sense next to the ones before it.
With Pinlo
What this agent's memory holds.
02 / Checked identity
Remember the right contract
Save the contract address and the checks it passed as a fact record, so later sessions reuse a verified answer.
AddressDecimalsChecked on
03 / Event history
Corporate actions in sequence
Each notice becomes a record tagged with the asset. Recall by tag returns the full history in the order it was saved.
SplitDividendNotice
04 / Team access
One research mind, many readers
Grant read access to the agents that answer users, while only the research agent writes.
WriterReadersExpiry
The workflow
How the work
uses memory.
- 01
Capture the update
The agent saves the notice with its source link and the asset tag.
- 02
Recall the asset file
It recalls the current terms, the verified contract and earlier corporate actions before drawing a conclusion.
- 03
Save the impact note
Its summary of what changes is saved as a decision record and included in the next anchored version.
Where the line is
Pinlo does not verify issuers or give investment advice. It keeps what your agent read and concluded, and proves that record stayed the same after anchoring. Whether the source was right is a separate question.
- Open a mind per asset, labelled with the ticker and the verified contract address.
- Save identity checks (address, decimals, issuer list) as the first fact records.
- Tag each update by kind: terms, dividend, split, notice.
- Anchor after every document version you summarise.
Questions
Worth asking
first.
Does Pinlo check that a token is genuine?
No. Your agent does the checking; Pinlo remembers the result and when it was made, so the check is not repeated or lost.
Are the documents stored in full?
You decide. Most teams store summaries and links. Each record holds up to 2,000 characters of text.
Who can read the research?
The mind's owner and any wallet it granted read access to. Records on the hosted store are plain text unless you encrypt them in the browser first.
Is this investment advice?
No. Pinlo is memory infrastructure. It does not rate assets or recommend trades.
Related use cases
Trading agentsThesis, limits and past calls stay attached to the next signal.Forecasting agentsEvidence, odds and revisions kept in order for each question.Field robotsA proposed memory layer for devices, sites and fleets.