Appointment booking (voice + chat)
Phone + chat booking: slot finding, conflict resolution with calendar, confirmation, deposit collection where applicable.
smb
general
operations
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.
smb
general
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.
smb
general
finance
inference
retrieval
evaluation
Code review + PR description assist
Surface logic issues, style violations, missing tests; suggest PR description from diff; flag security-sensitive changes.
smb
general
it-eng
inference
retrieval
agentic
evaluation
Customer feedback + NPS synthesis
Cluster open-text feedback / NPS comments / support tickets; surface recurring themes; track theme trajectory over time.
smb
general
product
inference
retrieval
evaluation
Long document summarization
Summarize contracts, research papers, board decks, regulatory filings into executive-friendly briefs with cited extracts.
smb
general
cross
inference
retrieval
multimodal
evaluation
Email nurture + drip sequences
Segment-aware drip drafting, subject-line A/B tests, send-time optimization, suppression logic for engaged buyers.
smb
general
marketing
inference
retrieval
agentic
evaluation
New hire onboarding helper
Personalized onboarding flow: paperwork checklist, system access tracking, intro emails, first-week schedule, FAQ on benefits.
smb
general
hr
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.
smb
general
finance
inference
multimodal
evaluation
Inbound lead response + qualification
Sub-5-minute response to inbound leads: qualify against ICP, ask 2-3 discovery questions, route to right rep, book meeting.
smb
general
sales
inference
retrieval
agentic
voice
evaluation
Inventory reorder + variance alerts
Watch SKU velocity, predict stockout dates, draft purchase orders for review, flag unusual variance for investigation.
smb
general
operations
inference
retrieval
evaluation
Job description + posting drafts
On-brand JD drafts from a role-skills checklist, posts tailored per platform (LinkedIn/Indeed/Glassdoor), inclusive language pass.
smb
general
hr
inference
evaluation
Local SEO blog + landing pages
Geo+intent keyword research, on-brand long-form drafts, internal-link suggestions, schema markup hints.
smb
general
marketing
inference
retrieval
evaluation
Meeting summary + action items
Transcribe meetings, summarize decisions, extract action items + owners + due dates, post to Slack/email/CRM.
smb
general
cross
inference
voice
agentic
evaluation
Newsletter content generation
Weekly/biweekly newsletter drafting in voice: curate topics, draft sections, generate subject lines, optimize CTAs.
smb
general
marketing
inference
retrieval
evaluation
Outbound cold email personalization
Researched first-line personalization at scale: scrape signal, draft sequences with the right hook, A/B test messaging.
smb
general
sales
inference
retrieval
agentic
evaluation
Policy + handbook drafting
Draft / refresh employee handbooks, customer terms, privacy policies from latest legal templates + company specifics.
smb
general
legal
inference
retrieval
evaluation
PRD / spec drafting + review
Generate first-draft PRDs from a problem statement, validate against template, surface inconsistencies + missing sections.
smb
general
product
inference
retrieval
evaluation
Product listing + description generation
On-brand product copy from spec sheets, marketplace optimization (Amazon/eBay), SEO titles, alt text, structured attributes.
smb
general
marketing
inference
multimodal
agentic
evaluation
Quote / estimate generation
Customer describes job, AI scopes it, prices from price list, drafts proposal with SOW and terms — sent within minutes.
smb
general
sales
inference
retrieval
agentic
multimodal
evaluation
Resume screening + shortlist
Score resumes against role rubric, surface top candidates with reasoning, draft first-touch outreach to schedule screen calls.
smb
general
hr
inference
retrieval
multimodal
evaluation
Review response + reputation management
Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment.
smb
general
marketing
inference
retrieval
evaluation
Sales call summarization + CRM update
Transcribe calls, extract decisions/action items, draft follow-up email, update CRM stage + notes — all hands-off.
smb
general
sales
inference
voice
agentic
evaluation
Social media content + scheduling
Calendar planning, on-brand post drafting (caption + image direction), platform-specific reformatting, engagement triage.
smb
general
marketing
inference
multimodal
agentic
evaluation
Tier-1 FAQ deflection chat
Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans.
smb
general
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.
smb
general
support
inference
retrieval
voice
agentic
evaluation
Gym class booking + waitlist management
Class schedule + booking, waitlist promotion, no-show enforcement, capacity-based pricing prompts.
smb
general
operations
gym
inference
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.
smb
retail
finance
inference
retrieval
agentic
evaluation
Retail cart abandonment recovery
Personalized cart recovery sequences (email + SMS) with dynamic offers based on basket value + customer LTV.
smb
retail
marketing
general
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.
smb
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.
smb
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.
smb
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.
smb
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.
smb
retail
operations
inference
retrieval
evaluation
Product listing + description generation
On-brand product copy from spec sheets, marketplace optimization (Amazon/eBay), SEO titles, alt text, structured attributes.
smb
retail
marketing
inference
multimodal
agentic
evaluation
Retail product Q&A + fit guidance
Sizing recommendations, material/care answers, in-stock check across stores, shipping ETA.
smb
retail
support
apparel
inference
retrieval
multimodal
agentic
evaluation
Retail returns + exchange processing
Validate return eligibility, generate label, suggest exchanges over refunds, surface fraud patterns.
smb
retail
support
general
inference
retrieval
agentic
evaluation
Review response + reputation management
Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment.
smb
retail
marketing
inference
retrieval
evaluation
Social media content + scheduling
Calendar planning, on-brand post drafting (caption + image direction), platform-specific reformatting, engagement triage.
smb
retail
marketing
inference
multimodal
agentic
evaluation
Tier-1 FAQ deflection chat
Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans.
smb
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.
smb
retail
support
inference
retrieval
voice
agentic
evaluation
Salon / spa booking + rebook prompts
Voice + chat appointment booking, stylist preference matching, optimal-rebook prediction (color/cut intervals).
smb
general
operations
salon-spa
inference
voice
agentic
evaluation