Your business needs shared context—not another chat thread
Connect decisions, owners, constraints and evidence. Use a practical shared-context checklist and a fictional client-launch example.
Shared business context means that decisions, owners, constraints and supporting evidence can be found together and kept current. Another chat thread may help someone think. It does not, by itself, establish which decision stands, who owns the next action or whether the underlying information is still reliable.
For a founder, the hard part is often connecting what was agreed with what is happening. A strategy document says one thing, a project update says another, and the person with the latest explanation is unavailable. AI can help prepare a view of that information, but first the business has to make the important relationships explicit.
Start with one decision, not every document
It is tempting to begin by collecting everything. That can create a large archive without a useful operating picture. Instead, choose one priority and ask what someone needs to know to act on it responsibly.
A useful context record answers six questions: what are we trying to achieve, what decision currently stands, who owns the next action, what constraints apply, what evidence supports the status, and when should we check again?
Keep a distinction between a source and a summary. The summary helps a reader understand the situation quickly. The source lets them inspect why the summary says what it says. Both need enough context to recognise when they are outdated.
A worked example: a client launch decision
This is a fictional planning example. It is not a customer case study, a real delivery commitment or a demonstrated Walter result.
A team is preparing a client launch. An earlier meeting note says Tuesday is the target date. A later decision says the launch depends on a named reviewer accepting the final content. The project checklist is mostly complete, so a simple summary might call the launch ready.
The missing context is the condition attached to the decision. “Most tasks complete” does not mean “release approved”. A coherent record keeps those facts separate.
| Context field | Illustrative entry |
|---|---|
| Goal | Release the approved client campaign without unreviewed claims. |
| Current decision | Tuesday is a target, conditional on final content acceptance. |
| Owner | The project lead coordinates readiness; the designated reviewer accepts content. |
| Constraint | No release before that acceptance is recorded. |
| Evidence | Link the later decision, current checklist and review record. Mark a missing review as missing. |
| Next action | Ask the reviewer to resolve the outstanding item by the next checkpoint. |
Now a person can see what is nearly finished and what still prevents release. The record supports a decision instead of offering a reassuring colour.
Keep disagreement visible
When two sources conflict, do not smooth the disagreement into a confident narrative. Record what each says, its date, its authority and the question that remains. A later timestamp may help, but it does not automatically make a note authoritative. A recent suggestion does not necessarily override an approved decision.
Ask the relevant owner to resolve the conflict. Save the resolution and indicate which earlier statement it supersedes. This lets future readers understand the change without treating every historical note as a current instruction.
A shared-context checklist
- Decision: Can a new person identify what currently stands?
- Owner: Is one person responsible for the next action?
- Constraints: Are the permission and release boundaries explicit?
- Evidence: Can someone inspect the source behind the status?
- Freshness: Is the check date visible, with stale items marked?
- Unknowns: Are gaps recorded instead of guessed?
- Access: Can the intended team see what it needs without exposing information beyond its remit?
Shared does not mean unrestricted. Keep access appropriate to the people and task, and respect the controls of the systems that hold the source material.
Give AI a bounded role
A useful first assignment is to prepare a decision brief from specified sources, with links, dates and unresolved conflicts. Keep the interpretation reviewable. Do not let a generated summary silently become a new approval, a revised deadline or proof that an action occurred.
Walter is being built around the idea of an AI chief of staff with shared business memory. The principle here is useful regardless of the product: a business needs continuity between decisions and action. A description of that ambition is not evidence that every workflow is already automated.
Make the next update easier
Assign an owner to the record and define the event that should refresh it: a decision changes, an action completes, a constraint is lifted or a review becomes due. Do not create a second source that nobody maintains.
Start with one live priority. Write its decision, owner, constraint and evidence on one page. If those four things are unclear, adding another conversation will not resolve them on its own.
Explore Always Running: visit AlwaysRunning.ai to learn more.
