Platform roadmap Practical AI for commercial work
AI advisers, connected to the work.
I have built a platform for reviewing opportunities, developing content and preparing recurring commercial briefs. Named AI advisers work with connected CRM records, permitted material and reusable methods.
Three kinds of work. A continuing structure around them.
AI adviser roles in the platform
- Sterling
- Commercial judgement
- Clara
- Evidence
- Carmen
- Content
- Rodrick
- Priorities and decisions
| Material | Work and contribution | Result for review |
|---|---|---|
| Using selected CRM records, notes and tasks, | Commercial review: Sterling examines the position and missing evidence to prepare | opportunity assessment and proposed next questions for review. |
| Using recorded meetings, commercial records and research, | Recurring preparation: configured briefs draw on sales judgement, Clara’s research and Rodrick’s priorities as appropriate to prepare | meeting notes, pipeline reads and decision briefs for review. |
| Using a human-agreed brief, permitted sources and voice, | Content development: Carmen drafts and revises against the brief and evidence to prepare | commercial content and revisions for review. |
Commercial reviewFrom CRM records, Sterling prepares an opportunity assessment and proposed questions for review.
- Material
- selected CRM records, notes and tasks
- Work and contribution
- Commercial review: Sterling examines the position and missing evidence
- Result for review
- opportunity assessment and proposed next questions
Recurring preparationRecorded meetings and research inform configured meeting notes, pipeline reads and decision briefs, with sales judgement, Clara and Rodrick as appropriate.
- Material
- recorded meetings, commercial records and research
- Work and contribution
- Recurring preparation: configured briefs draw on sales judgement, Clara’s research and Rodrick’s priorities as appropriate
- Result for review
- meeting notes, pipeline reads and decision briefs
Content developmentFrom an agreed brief and permitted sources, Carmen drafts and revises commercial content for review.
- Material
- a human-agreed brief, permitted sources and voice
- Work and contribution
- Content development: Carmen drafts and revises against the brief and evidence
- Result for review
- commercial content and revisions
AI adviser roles in the platform
- Sterling
- Commercial judgement
- Clara
- Evidence
- Carmen
- Content
- Rodrick
- Priorities and decisions
Shared support: retained context · reusable methods · versioned work.
A person chooses the work’s scope and how to use the result. Drafting is separate from sending or publishing. Adviser handovers support scoped contributions; not every task needs every role.
One example: a proposal request becomes a discussion brief.
Illustrative dossier. Invented records and wording, not a client case, product screen or live run.
A contact requests a proposal. The fictional records describe duplicate reporting; the budget owner and decision process are not recorded.
Human scope choice
Sterling identifies the gap. Clara checks what the supporting material establishes. The person chooses a short discussion brief rather than a full proposal, then Carmen develops it.
Before we scope the proposal
The contact has reported duplicate reporting. Before scoping a proposal, confirm which reporting work matters, who will assess a change and what evidence they need.
The contact reports duplicate reporting between teams.
This supports an attributed concern, not a measured saving. Source and draft, not revision history.
Human decision about use
Rodrick frames the next decision: use the brief to seek the missing information, or wait? The person decides. The illustration ends with a draft and recommendation, not a sent message or changed CRM record.
Inspect the illustrative dossier
Editorial illustration: all records, findings and draft wording below are invented. No platform run is being recorded.
Source records: what the request rests on
Fictional deal record: “Proposal requested.” This records a request, not approval to buy.
Fictional meeting note: “The contact reports duplicate reporting between teams.” This supports an attributed concern, not a measured saving.
Fictional task: “Arrange a review.” The review remains an open action. Budget owner and decision process are not recorded; that does not establish that neither exists.
Interpretation: what the material supports
Sterling's contribution is to identify the buying-route gap before a full proposal is commissioned. Clara's contribution is to check the supporting material: the reported problem may be used as an attributed statement; there is no measured cost or saving in this record pack.
The next useful question is who will assess the change and what evidence that person requires. Research can inform that question without supplying missing purchasing authority.
Human scope choice: before content production
For this illustration, the person chooses a discussion brief for the contact. The purpose is to establish the next review's participants and questions, not to make a priced proposal or promise a result.
That scope, the permitted records and a plain commercial voice form Carmen's brief.
Source and draft: why the wording respects the evidence
Fictional source excerpt: meeting note
The contact reports duplicate reporting between teams.
Supplied illustrative draft: Before we scope the proposal
The contact has reported duplicate reporting. Before scoping a proposal, confirm which reporting work matters, who will assess a change and what evidence they need.
Why this wording fits The draft attributes the concern to the contact rather than presenting it as independently established. The questions address information missing from the fictional record pack. No measured saving or promised outcome is added. This is the relationship between an invented source and the supplied illustrative draft: not a before/after revision, version history or recorded platform review.
Decision note: final use stays with a person
Rodrick's illustrative synthesis: “The draft is ready for your review. Decide whether to use it to establish the buying route before commissioning a full proposal.”
The person may revise it, use it or stop. No send or CRM update takes place in this illustration.
Action history: no execution record for this illustration
No platform run is being recorded here. In an exercised workflow, action records can help examine operations separately from the content of an answer. The fictional source records above are not action receipts, and selecting a section of this page does not create platform proof.
Keep useful work. Inspect its basis.
Retained context, reusable methods and a versioned library support continuing work. Current records and important facts still need checking.
Source support
Where did that come from?
References identify material used to support a claim or interpretation.
Action history
What actually happened?
Operation records describe platform activity. They do not establish that a conclusion is correct. No platform run is being recorded here.
Access and security boundaries
The platform includes connected-system controls and approval controls for selected actions. Permissions and approval points need to be explicit for each workflow.
How context, sources and permissions differ
Context, method and work A relevant preference or decision is context. An agreed review structure or house style is a method. A draft and its revisions are work. The platform includes ways to retain these, but submitted information may need checking before admission. Retention does not make old information current or a draft approved.
Scoped collaboration A handover carries a question, relevant permitted material and the contribution needed. Clara can contribute research to a commercial question; Carmen can work from an agreed content brief. These are defined responsibilities, not a requirement to route every task through every adviser. The dossier explains the pattern rather than certifying a complete live sequence.
Recurring preparation Configured routines describe what to prepare and which sources to use. Meeting preparation here starts with meetings recorded in the CRM, not an assumed connection to a diary or inbox. Configuration is distinct from evidence that a particular delivery completed.
Source support A reference lets you inspect what a claim relies on. The source may be incomplete or wrong; an adviser's interpretation remains something to question. A source reference does not prove that a platform operation ran.
Action history An operational record serves a different purpose: examining what the platform did. It does not certify the accuracy of the resulting advice. There is no invented execution log for the illustrative dossier.
Defined access This account describes the configured CRM connection, not compatibility with every CRM. Preparing work is different from permission to change a record or send material. Connections, data use and permitted actions need an agreed scope. The described controls are not a blanket security assurance or a promise that every action requires a new approval.
Explore what is built, what is being proven and what comes next. Availability for another company needs its own scope.
Built, being proven and planned
- Built
- Named adviser roles, CRM read-grounded work, drafting and library machinery, retained context and methods, scoped handovers, routine configuration and selected-action controls.
- Built · further proving
- Document/transcript intake. Complete connected sequences and delivery paths need their own demonstration; the fictional dossier does not establish those results.
- Planned
- Diary/inbox connections, broader team access and customer sign-in, and voice interaction. No dates or included access are promised.
Reading the status labels
Built identifies implemented capability. Built · further proving identifies implemented work with further validation ahead. Planned identifies a development direction.
Illustrative dossier identifies invented explanatory material. Demonstrated would identify a specific permitted, exercised example; it is not awarded to this dossier.
Availability is a separate question. A guided demonstration does not establish customer access, a trial or installation readiness.
Start where the need is.
Coaching stands on its own. Platform exploration concerns recurring work across a company; coaching does not include platform access or implementation. Neither requires buying the other.
Tell me which workflow you would like to examine and what you would need to see to judge its usefulness. No confidential material is needed. I will confirm what can be shown, the safe material we can use and what remains in development.
An enquiry, not a trial, an account or a commitment to implementation.