AR collections & dunning automation
Automated payment-reminder cadences for unpaid invoices: polite first reminder, escalating tone, payment links, exception flagging for accounts needing human follow-up.
enterprise
healthcare
finance
inference
retrieval
agentic
evaluation
Contract review + redlining
Compare counterparty paper to playbook; surface non-standard terms; suggest fallback language; draft redline summary for counsel.
enterprise
healthcare
legal
inference
retrieval
agentic
evaluation
Long document summarization
Summarize contracts, research papers, board decks, regulatory filings into executive-friendly briefs with cited extracts.
enterprise
healthcare
cross
inference
retrieval
multimodal
evaluation
Invoice coding + approval routing
Receive vendor invoices, code to GL, route to approver based on amount + project, flag duplicates / unusual patterns.
enterprise
healthcare
finance
inference
retrieval
agentic
multimodal
evaluation
Review response + reputation management
Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment.
enterprise
healthcare
marketing
inference
retrieval
evaluation
RFP / security questionnaire response
Auto-draft answers from a maintained answer library: pull most-relevant prior responses, flag gaps, route SME-required questions.
enterprise
healthcare
sales
inference
retrieval
agentic
evaluation
Ticket triage + routing
Classify incoming tickets by topic + urgency + sentiment, suggest macros, route to right team, surface duplicates.
enterprise
healthcare
support
inference
retrieval
agentic
evaluation
Voice customer support agent
Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases.
enterprise
healthcare
support
inference
retrieval
voice
agentic
evaluation
Hospital discharge follow-up calls
Post-discharge wellness calls, medication reconciliation Q&A, escalate readmission-risk symptoms to care navigator.
enterprise
healthcare
support
hospital
inference
retrieval
voice
agentic
evaluation
Hospital prior authorization automation
Generate prior-auth packets from clinical docs, submit via payer portals, track status, draft appeals on denials.
enterprise
healthcare
operations
hospital
inference
retrieval
agentic
multimodal
evaluation
Health payer claim status inquiry
Member-portal + voice claim status, EOB explanation, denial-reason walkthrough, appeal initiation guidance.
enterprise
healthcare
support
health-payer
inference
retrieval
voice
agentic
evaluation
AR collections & dunning automation
Automated payment-reminder cadences for unpaid invoices: polite first reminder, escalating tone, payment links, exception flagging for accounts needing human follow-up.
enterprise
retail
finance
inference
retrieval
agentic
evaluation
Cash flow forecasting & alerts
Project cash position 4-13 weeks out from AR/AP/payroll trends. Alert on shortfall risk before it bites.
enterprise
retail
finance
inference
retrieval
evaluation
Customer feedback + NPS synthesis
Cluster open-text feedback / NPS comments / support tickets; surface recurring themes; track theme trajectory over time.
enterprise
retail
product
inference
retrieval
evaluation
Email nurture + drip sequences
Segment-aware drip drafting, subject-line A/B tests, send-time optimization, suppression logic for engaged buyers.
enterprise
retail
marketing
inference
retrieval
agentic
evaluation
Expense + receipt categorization
OCR receipts, categorize against chart-of-accounts, flag missing approvals, sync to accounting. Eliminates the monthly receipt-reconciliation slog.
enterprise
retail
finance
inference
multimodal
evaluation
Inventory reorder + variance alerts
Watch SKU velocity, predict stockout dates, draft purchase orders for review, flag unusual variance for investigation.
enterprise
retail
operations
inference
retrieval
evaluation
Retail personalization + recommendations
Per-customer product recs across email, web, app; dynamic merchandising; lifecycle stage messaging.
enterprise
retail
marketing
general
inference
retrieval
multimodal
agentic
evaluation
Product listing + description generation
On-brand product copy from spec sheets, marketplace optimization (Amazon/eBay), SEO titles, alt text, structured attributes.
enterprise
retail
marketing
inference
multimodal
agentic
evaluation
Review response + reputation management
Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment.
enterprise
retail
marketing
inference
retrieval
evaluation
Ticket triage + routing
Classify incoming tickets by topic + urgency + sentiment, suggest macros, route to right team, surface duplicates.
enterprise
retail
support
inference
retrieval
agentic
evaluation
Tier-1 FAQ deflection chat
Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans.
enterprise
retail
support
inference
retrieval
agentic
evaluation
Voice customer support agent
Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases.
enterprise
retail
support
inference
retrieval
voice
agentic
evaluation