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Role Assistant examples

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Named Role Assistants illustrate recurring enterprise work — not separate product SKUs. Each example maps a Business Role to governed tasks, outcomes, and Evidence. Use these names when scoping pilots; see Best first use cases for industry defaults.

Website path example: an account manager preparing a customer renewal uses a Renewal Assistant to assemble permitted context, retrieve pricing rules, prepare drafts, request approved operations, route exceptions to the authorised approver, and preserve completed, denied, waiting, or safely stopped results — while the account manager retains outcome responsibility.

Example catalog

Role Assistant Typical Business Role First outcome focus Related evaluation
Sales / Renewal Assistant Account manager, sales ops Pipeline review, renewal prep CRM data quality / renewal
Customer Success Assistant CSM, renewals Health signals, renewal prep Customer health review
Project Assistant PMO, delivery lead Status, risk, stakeholder updates Project status review
Finance Assistant AP/AR, controller Invoice validation, exception triage Invoice validation
Procurement Assistant Procurement ops Supplier alignment, PO cycle Procurement cycle
Data Quality Assistant Data steward Master data alignment Master data stewardship
Business Transformation Assistant Business transformation leader Turn business intention into a governed improvement path Enterprise transformation

Sales Assistant

Supports pipeline and customer context work across CRM and documents — not open-ended research on ungoverned exports.

Suitable when Not suitable when
CRM is a certified datasource with role-scoped dimensions CRM is disconnected and meetings never reach governed systems
Outcome is measurable (hygiene score, capture rate) Success is defined only as "more chat usage"

Links: Tasks and outcomes · Business outcome library

Customer Success Assistant

Focuses on retention and health using certified customer context — escalations stay with human authority.

Suitable when Not suitable when
Health metrics and contract context exist in connected systems No governed view of customer entitlements or usage
Renewal playbooks require evidence of outreach Assistant asked to bypass approval for contract changes

Project Assistant

Coordinates initiative visibility across systems — status and risk surfacing, not autonomous project management.

Suitable when Not suitable when
Project and document systems share metadata relationships No project entity or owner model in Enterprise Knowledge
Operators accept or correct task outcomes during pilot Full autonomous resourcing is expected without gates

Finance Assistant

Supports AP/AR exception review inside policy — not direct payment execution without approval.

Suitable when Not suitable when
Invoice and PO data are certified with dimensions Finance data lives only in ad hoc spreadsheets
Audit expects evidence per reviewed exception Regulatory scope requires human-only review with no AI assist

Procurement Assistant

Aligns supplier and PO context for procurement ops — governed reads and suggested actions, not vendor portal credentials to models.

Suitable when Not suitable when
ERP or procurement system is certified Supplier master data has no stewardship owner
First scope is validation, not autonomous PO creation Policy forbids any AI touch on procurement records

Data Quality Assistant

Helps stewards detect and resolve master data issues — reference alignment, duplicate signals, dimension gaps.

Suitable when Not suitable when
Master entities are modeled with dimensions No authoritative system of record is connected
Stewardship roles are named before pilot "Fix all data" is the only success criterion

Business Transformation Assistant

The Business Transformation Assistant helps an organization turn a business intention into a governed enterprise path for improvement. It uses the same Runtime, connected-system capabilities, Enterprise Knowledge, and Evidence model available to customer Role Assistants; it is not a separate setup experience.

It is suitable when leaders can name an outcome and the role responsible for it. The Assistant progressively clarifies the relevant systems, business information, relationships, and evidence needed to make progress. Read Business Transformation Assistant for the full pattern.

Limits

Examples describe planning patterns, not shipped assistant packages. Your first assistant depends on certified systems, dimensions, and a measurable outcome row in the Business outcome library.