Recommended first Role Assistants by company type. Names align with Role Assistants examples — not separate product SKUs. Link each pilot to rows in the Business outcome library.
Industry segments and recommended assistants
| Segment | Recommended Role Assistants |
|---|---|
| Professional Services | Sales Assistant, Proposal Assistant, Project Assistant |
| Manufacturing | Project Assistant, Quality Assistant, Procurement Assistant |
| Financial Services | Compliance Assistant, Risk Assistant, Customer Success Assistant |
| Healthcare | Care Coordination Assistant, Data Quality Assistant, Compliance Assistant |
Professional Services
Consulting, agencies, and B2B services firms sell expertise through proposals, delivery, and account growth. First assistants usually focus on pipeline quality, proposal speed, and project visibility across CRM and document systems.
| Assistant | First outcome focus | Outcome library links |
|---|---|---|
| Sales Assistant | CRM hygiene and pipeline review | CRM data quality; meeting-to-CRM capture |
| Proposal Assistant | Faster compliant proposals | Proposal cycle time; win-rate support |
| Project Assistant | Status and risk surfacing | Project status review; stakeholder updates |
Manufacturing
Manufacturers combine ERP, quality systems, suppliers, and project data. Early pilots emphasize operational coordination, quality signals, and procurement alignment — not shop-floor chatbots without system context.
| Assistant | First outcome focus | Outcome library links |
|---|---|---|
| Project Assistant | Cross-functional initiative tracking | Project status review |
| Quality Assistant | Non-conformance and audit prep | Quality review; compliance documentation |
| Procurement Assistant | Supplier and PO alignment | Invoice validation; procurement cycle |
Financial Services
Banks, insurers, and asset managers face compliance, risk, and retention pressure. First assistants should stay inside certified data scope with evidence — not open-ended research on client data.
| Assistant | First outcome focus | Outcome library links |
|---|---|---|
| Compliance Assistant | Policy and control checks | Regulatory readiness; audit evidence |
| Risk Assistant | Exposure and exception review | Risk exception triage |
| Customer Success Assistant | Health and churn signals | Customer health review; renewal prep |
Healthcare
Health systems and payers coordinate care, quality metrics, and compliance across EHR, operations, and document stores. Pilots typically start with coordination, master data quality, and compliance documentation — with strict scope and human authority.
| Assistant | First outcome focus | Outcome library links |
|---|---|---|
| Care Coordination Assistant | Care pathway and handoff context | Care plan review; referral coordination |
| Data Quality Assistant | Master and reference data alignment | Master data stewardship |
| Compliance Assistant | Policy and documentation readiness | Compliance documentation; audit prep |
Suitable when (segment choice)
- Segment table matches your primary revenue and operations model
- You can name one Role Assistant with a measurable outcome in 30 days
- Required systems for that assistant are available for integration or already certified
Not suitable when (segment choice)
- You pick an assistant with no connected system for its task context
- Segment is wrong (e.g. manufacturing quality assistant with no quality or ERP data path)
- Multiple assistants launch without a single certified first scope
Limits
Industry segments and assistant names are planning examples, not product SKUs or guaranteed fit. Your first assistant depends on connected systems, certification scope, and a measurable outcome — validate with How customers start and the Business outcome library.
Next steps
- How customers start — size, systems, problem, timing
- Business outcome library — KPI examples per problem
- What is a Role Assistant? — role-scoped governed work