Finance agents
5 min read
BNY's Eliza shows how regulated teams can build agents safely
OpenAI's BNY case is a strong finance example: thousands of employees build agents inside one governed platform.
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Agent ideas from real workflows, industries, and the AI market.
SEO content for operators who are looking for practical AI agent examples: lead research, WeChat delivery, client reporting, and industry-specific automation.
Enterprise agents · 5 min read
ServiceNow's AI specialists show where enterprise agents are going
The important shift is from chat assistants to role-scoped AI specialists that can resolve cases, route work, and act inside governed systems.
Read caseScenario Matrix
01L1 IT service desk agent
02Procurement request triage
03Security incident routing
II / Library
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Customer service
5 min read
Salesforce's Agentforce support rollout is a playbook for service agents
Salesforce says Agentforce on Help has handled millions of conversations. The useful lesson is how support agents improve through content, metrics, and human review.
Read caseB2B sales
5 min read
A lead-research agent for industrial suppliers
Turn scattered company signals into a daily shortlist of qualified leads and outreach drafts.
Read caseWeChat delivery
4 min read
Why WeChat Mini Programs are a strong delivery surface for agents
Agents become easier to sell when the output lands in a familiar mobile surface customers can scan.
Read caseClient operations
4 min read
Client reporting is an ideal first agent workflow
Weekly reporting agents are easy to sell because the pain is recurring, visible, and tied to client retention.
Read caseAI market
6 min read
How to turn X.com agent demos into paid products
The winning move is not copying a demo. It is extracting the recurring job, buyer, surface, and pricing model.
Read caseelder care agents
6 min read
Elder care care coordination agent: a forward-deployed workflow for daily check-ins, medication reminders, fall-risk notes, and family updates
A practical agent design brief for elder care: start with daily check-ins, medication reminders, fall-risk notes, and family updates, then ship it through a WeChat mini program for families plus a caregiver dashboard.
Read caserestaurant operators agents
6 min read
Restaurant operators shift margin agent: a forward-deployed workflow for menu changes, labor notes, prep shortages, offer testing, and end-of-shift summaries
A practical agent design brief for restaurant operators: start with menu changes, labor notes, prep shortages, offer testing, and end-of-shift summaries, then ship it through a manager mobile console connected to POS exports and daily chat.
Read casesmall manufacturers agents
6 min read
Small manufacturers quality follow-up agent: a forward-deployed workflow for defect triage, supplier replies, photo evidence, rework tickets, and shipment risk summaries
A practical agent design brief for small manufacturers: start with defect triage, supplier replies, photo evidence, rework tickets, and shipment risk summaries, then ship it through a shop-floor tablet flow with supplier email and ERP export.
Read casebeauty salons agents
6 min read
Beauty salons AI booking retention agent: a forward-deployed workflow for rebooking reminders, stylist availability, package upsell, review replies, and no-show recovery
A practical agent design brief for beauty salons: start with rebooking reminders, stylist availability, package upsell, review replies, and no-show recovery, then ship it through a client mini program plus a staff-side booking assistant.
Read caseafter-school education agents
6 min read
After-school education homework feedback agent: a forward-deployed workflow for rubric checks, parent summaries, weak-point drills, teacher review queues, and progress snapshots
A practical agent design brief for after-school education: start with rubric checks, parent summaries, weak-point drills, teacher review queues, and progress snapshots, then ship it through a student upload flow with teacher approval and parent messaging.
Read casecross-border merchants agents
6 min read
Cross-border merchants duty and listing operations agent: a forward-deployed workflow for product listing translation, tariff checks, parcel exceptions, buyer Q&A, and refund evidence
A practical agent design brief for cross-border merchants: start with product listing translation, tariff checks, parcel exceptions, buyer Q&A, and refund evidence, then ship it through a seller console that connects marketplaces, shipping sheets, and customer chat.
Read casesolar panel installers agents
6 min read
Solar panel installers O&M dispatch agent: a forward-deployed workflow for site intake, fault photo review, inverter alerts, technician routing, and warranty paperwork
A practical agent design brief for solar panel installers: start with site intake, fault photo review, inverter alerts, technician routing, and warranty paperwork, then ship it through a field technician app with customer handoff and asset history.
Read caseindustrial design teams agents
6 min read
Industrial design teams brief-to-concept agent: a forward-deployed workflow for client brief parsing, material constraints, reference boards, sustainability notes, and revision logs
A practical agent design brief for industrial design teams: start with client brief parsing, material constraints, reference boards, sustainability notes, and revision logs, then ship it through a design review workspace with file cards, concept chat, and client preview.
Read casereal estate floor-plan studios agents
6 min read
Real estate floor-plan studios floor-plan design QA agent: a forward-deployed workflow for photo-to-plan intake, room label checks, furniture layout options, broker comments, and export packages
A practical agent design brief for real estate floor-plan studios: start with photo-to-plan intake, room label checks, furniture layout options, broker comments, and export packages, then ship it through a broker-facing preview page with side-by-side plan versions.
Read casepublishing editors agents
6 min read
Publishing editors editorial workflow agent: a forward-deployed workflow for source intake, fact-check queues, style normalization, translation variants, and publication checklists
A practical agent design brief for publishing editors: start with source intake, fact-check queues, style normalization, translation variants, and publication checklists, then ship it through an editorial desk with article states, source cards, and approval chat.
Read casegyms and fitness studios agents
6 min read
Gyms and fitness studios member retention agent: a forward-deployed workflow for attendance risk flags, trainer notes, renewal reminders, class recommendations, and win-back messages
A practical agent design brief for gyms and fitness studios: start with attendance risk flags, trainer notes, renewal reminders, class recommendations, and win-back messages, then ship it through a coach console plus member-facing WeChat check-in flow.
Read caseboutique hotels agents
6 min read
Boutique hotels guest operations agent: a forward-deployed workflow for pre-arrival messages, room requests, local recommendations, issue routing, and review follow-up
A practical agent design brief for boutique hotels: start with pre-arrival messages, room requests, local recommendations, issue routing, and review follow-up, then ship it through a guest service mini program with front-desk escalation cards.
Read casesmall law firms agents
6 min read
Small law firms intake triage agent: a forward-deployed workflow for matter summaries, conflict check prompts, document lists, fee-fit notes, and lawyer handoff packets
A practical agent design brief for small law firms: start with matter summaries, conflict check prompts, document lists, fee-fit notes, and lawyer handoff packets, then ship it through a secure intake form with lawyer-only review and client status updates.
Read caseaccounting firms agents
6 min read
Accounting firms month-end close agent: a forward-deployed workflow for receipt chasing, anomaly notes, reconciliation queues, client questions, and close-status reports
A practical agent design brief for accounting firms: start with receipt chasing, anomaly notes, reconciliation queues, client questions, and close-status reports, then ship it through a client portal plus accountant review queue.
Read casecar dealerships agents
6 min read
Car dealerships lead qualification agent: a forward-deployed workflow for inventory matching, trade-in questions, test-drive scheduling, finance pre-checks, and salesperson handoff
A practical agent design brief for car dealerships: start with inventory matching, trade-in questions, test-drive scheduling, finance pre-checks, and salesperson handoff, then ship it through a buyer mini program with vehicle cards and salesperson alerts.
Read caseproperty managers agents
6 min read
Property managers maintenance dispatch agent: a forward-deployed workflow for tenant issue intake, photo triage, vendor quotes, owner approvals, and completion proof
A practical agent design brief for property managers: start with tenant issue intake, photo triage, vendor quotes, owner approvals, and completion proof, then ship it through a tenant request mini program plus vendor and owner approval cards.
Read casenonprofit teams agents
6 min read
Nonprofit teams donor operations agent: a forward-deployed workflow for donor segmentation, campaign updates, receipt reminders, impact summaries, and volunteer follow-up
A practical agent design brief for nonprofit teams: start with donor segmentation, campaign updates, receipt reminders, impact summaries, and volunteer follow-up, then ship it through a donor update page with campaign cards and staff approval.
Read caseevent planners agents
6 min read
Event planners sponsor operations agent: a forward-deployed workflow for prospect lists, outreach drafts, booth deliverables, asset reminders, and post-event reports
A practical agent design brief for event planners: start with prospect lists, outreach drafts, booth deliverables, asset reminders, and post-event reports, then ship it through a sponsor portal with checklist status and planner alerts.
Read caselogistics brokers agents
6 min read
Logistics brokers shipment exception handling agent: a forward-deployed workflow for delay detection, carrier follow-up, customer notices, proof collection, and recovery playbooks
A practical agent design brief for logistics brokers: start with delay detection, carrier follow-up, customer notices, proof collection, and recovery playbooks, then ship it through an exception command center with customer-facing status links.
Read caseB2B SaaS teams agents
6 min read
B2B SaaS teams customer onboarding agent: a forward-deployed workflow for kickoff notes, integration checklists, account setup, training nudges, and success handoff summaries
A practical agent design brief for B2B SaaS teams: start with kickoff notes, integration checklists, account setup, training nudges, and success handoff summaries, then ship it through a shared onboarding workspace with customer-visible milestones.
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