Industry map
Consulting and agencies
13Paths
Client-facing teams that need faster research, proposals, reporting, and campaign production.
Start with repeatable client deliverables before automating client communication. Tool recommendations come after workflow fit Protect client data and keep final recommendations human-reviewed. Online stores that need better product content, support triage, merchandising, and retention workflows.
Start with product and support workflows because they are easy to measure. Tool recommendations come after workflow fit Review generated product claims before publishing. Software teams balancing support, sales enablement, product documentation, and engineering workflows.
Start where support questions repeat and documentation is already available. Tool recommendations come after workflow fit Avoid exposing private customer data to tools without clear controls. Industry map
Local services
9Paths
Service businesses that need faster lead response, scheduling support, reviews, and marketing output.
Start with inbound lead and review workflows because speed directly affects revenue. Tool recommendations come after workflow fit Keep customer-facing messages accurate, local, and brand-safe. Brokerages and agents improving listing content, lead follow-up, local research, and client communication.
Start with listing content and lead follow-up workflows that can be reviewed before publishing. Tool recommendations come after workflow fit Review fair-housing-sensitive language and local legal claims. Industry map
Education and training
11Paths
Teams creating lessons, training content, feedback, and administrative support material.
Start with internal training content and lesson planning before student-facing automation. Tool recommendations come after workflow fit Protect student data and keep learning feedback human-supervised. Industry map
Finance and accounting
12Paths
Teams improving reporting, invoice handling, categorization, and document review workflows.
Start with summaries and categorization where human review is already part of the workflow. Tool recommendations come after workflow fit Treat financial records, compliance, and sensitive data as high risk. Industry map
Healthcare operations
9Paths
Non-clinical teams improving intake, scheduling, documentation, and administrative workflows.
Start with non-clinical admin workflows and strict data handling boundaries. Tool recommendations come after workflow fit Avoid clinical claims and protect health data. Industry map
Legal services
5Paths
Law firms and legal operations teams improving intake, document review, research support, and client updates.
Start with non-confidential templates, intake summaries, and internal research organization. Tool recommendations come after workflow fit Do not treat generated output as legal advice; require attorney review and strict confidentiality controls. Industry map
Manufacturing and logistics
4Paths
Operations teams improving SOPs, quality notes, inventory communication, maintenance logs, and reporting.
Start with internal SOP summaries and exception reporting before automating operational decisions. Tool recommendations come after workflow fit Review safety, quality, and operational instructions before use in production workflows. Industry map
Retail and hospitality
4Paths
Customer-facing teams improving local marketing, reviews, staff training, support, and scheduling communication.
Start with review responses, staff FAQs, and repeat guest or customer messages. Tool recommendations come after workflow fit Keep public-facing claims accurate and maintain human review for sensitive customer situations. Industry map
Media and creators
3Paths
Creators and production teams improving scripts, editing, repurposing, thumbnails, narration, and publishing workflows.
Start by repurposing one finished source asset into multiple reviewed outputs. Tool recommendations come after workflow fit Check usage rights, likeness permissions, and disclosure requirements for generated media. Lean teams improving grant drafts, donor communication, volunteer coordination, reporting, and program content.
Start with reusable donor, grant, and program-report templates that staff can review. Tool recommendations come after workflow fit Protect beneficiary data and review impact claims before publishing or submitting. Industry map
Insurance operations
3Paths
Carriers, brokers, and claims teams improving document review, support, compliance evidence, and renewal workflows.
Start with internal document summaries, policy FAQs, or claims-support workflows before automating decisions. Tool recommendations come after workflow fit Keep underwriting, claim decisions, and regulated customer communication under expert review. Industry map
Pharmaceutical and life sciences
3Paths
Research, medical affairs, regulatory, and commercial teams synthesizing evidence, documents, and training content.
Start with literature synthesis, internal enablement, or evidence organization before regulated external claims. Tool recommendations come after workflow fit Review scientific accuracy, approved claims, patient data boundaries, and regulatory requirements. Industry map
Professional services
10Paths
Accounting, advisory, consulting, and legal-adjacent teams handling client research, reports, diligence, and knowledge reuse.
Start with reviewed client deliverables, market scans, and reusable knowledge assets. Tool recommendations come after workflow fit Protect client confidentiality and keep professional judgment accountable to a named reviewer. Industry map
Public sector
4Paths
Government and civic teams improving constituent support, policy research, documents, reporting, and internal knowledge access.
Start with low-risk public information workflows and internal research support. Tool recommendations come after workflow fit Review procurement, accessibility, privacy, public-records, and human oversight requirements before rollout. Industry map
Private equity and investing
4Paths
Investment teams speeding market research, company diligence, data-room review, portfolio reporting, and thesis development.
Start with diligence document synthesis and market-intelligence briefs that analysts can verify. Tool recommendations come after workflow fit Treat non-public company data and investment recommendations as high-risk and review every output. Industry map
Human resources and staffing
2Paths
Recruiting, staffing, and people teams improving candidate communication, scheduling, screening coordination, and workforce planning.
Start with recruiter admin and scheduling workflows before using AI in candidate evaluation. Tool recommendations come after workflow fit Review fairness, privacy, accessibility, and employment-law implications before automating hiring decisions. Industry map
Technology and cybersecurity
4Paths
Engineering, platform, and security teams improving code delivery, vulnerability triage, compliance evidence, and incident-adjacent workflows.
Start with developer assistance, security triage, and evidence gathering where review workflows already exist. Tool recommendations come after workflow fit Keep security findings, production changes, and compliance conclusions under accountable human review. Distributed organizations localizing content, training, support, and internal communications across languages and regions.
Start with high-volume internal or support content and define terminology before external publishing. Tool recommendations come after workflow fit Validate translations with regional reviewers and check rights for voice, likeness, and generated media. 