aicost.ai / Workload Catalog

Workload Catalog

Browse 427 AI workload patterns across 5 company sizes, 8 industries, 10 departments.
Showing 37 of 427 workflows · segment: smb · industry: prof-services, restaurant
ID / Name Triplet Vertical Capabilities Description
Bookkeeping transaction categorization
smb-accounting-bookkeeping-categorization
smb prof-services finance accounting inference retrieval evaluation Auto-categorize bank/CC transactions by client, learn from corrections, surface anomalies, draft month-end review.
Tax prep client data collection
smb-accounting-tax-prep-data-collection
smb prof-services operations accounting inference retrieval agentic multimodal evaluation Annual organizer pre-fill from prior year, smart questionnaire flow, document chase, missing-info nudges.
Agency creative brief + concept gen
smb-agency-creative-brief-generation
smb prof-services product agency inference retrieval multimodal evaluation Turn client kickoff notes into creative briefs, concept directions, mood-board source pulls, internal review.
Consulting research + market synthesis
smb-consulting-research-synthesis
smb prof-services product consulting inference retrieval evaluation Industry primer drafting, expert-call summaries, competitor benchmarking pulls, source-attributed insight library.
Legal billable time capture + narrative
smb-law-billable-time-capture
smb prof-services finance law inference retrieval agentic evaluation Auto-capture billable time from calendar/email/docs, draft client-friendly time-entry narratives, surface unbilled work.
Law firm conflict check + matter intake
smb-law-conflict-check
smb prof-services operations law inference retrieval agentic evaluation New-client conflict-of-interest screening across history; draft engagement letter; collect retainer + IOLTA setup.
Legal document drafting (contracts, demand letters)
smb-law-document-drafting
smb prof-services operations law inference retrieval evaluation First-draft contracts, demand letters, motions from firm templates + matter facts; track changes for attorney review.
Appointment booking (voice + chat)
smb-prof-services-appointment-booking-voice
smb prof-services operations inference retrieval voice agentic evaluation Phone + chat booking: slot finding, conflict resolution with calendar, confirmation, deposit collection where applicable.
AR collections & dunning automation
smb-prof-services-ar-collections-dunning
smb prof-services finance inference retrieval agentic evaluation Automated payment-reminder cadences for unpaid invoices: polite first reminder, escalating tone, payment links, exception flagging for accounts needing human follow-up.
Cash flow forecasting & alerts
smb-prof-services-cash-flow-forecast
smb prof-services finance inference retrieval evaluation Project cash position 4-13 weeks out from AR/AP/payroll trends. Alert on shortfall risk before it bites.
License + compliance deadline reminders
smb-prof-services-compliance-deadline-reminders
smb prof-services operations inference retrieval agentic evaluation Track licensing, certifications, tax deadlines, OSHA filings; remind responsible parties; pre-fill forms where possible.
Long document summarization
smb-prof-services-document-summarization
smb prof-services cross inference retrieval multimodal evaluation Summarize contracts, research papers, board decks, regulatory filings into executive-friendly briefs with cited extracts.
Email nurture + drip sequences
smb-prof-services-email-nurture-sequences
smb prof-services marketing inference retrieval agentic evaluation Segment-aware drip drafting, subject-line A/B tests, send-time optimization, suppression logic for engaged buyers.
Expense + receipt categorization
smb-prof-services-expense-receipt-categorization
smb prof-services finance inference multimodal evaluation OCR receipts, categorize against chart-of-accounts, flag missing approvals, sync to accounting. Eliminates the monthly receipt-reconciliation slog.
Inbound lead response + qualification
smb-prof-services-inbound-lead-response
smb prof-services sales inference retrieval agentic voice evaluation Sub-5-minute response to inbound leads: qualify against ICP, ask 2-3 discovery questions, route to right rep, book meeting.
Local SEO blog + landing pages
smb-prof-services-local-seo-blog-content
smb prof-services marketing inference retrieval evaluation Geo+intent keyword research, on-brand long-form drafts, internal-link suggestions, schema markup hints.
Newsletter content generation
smb-prof-services-newsletter-content-generation
smb prof-services marketing inference retrieval evaluation Weekly/biweekly newsletter drafting in voice: curate topics, draft sections, generate subject lines, optimize CTAs.
No-show reminders + reconfirmation
smb-prof-services-no-show-reminder-cadence
smb prof-services operations inference agentic voice Multi-channel (SMS / voice / email) reminder cadence with confirmation capture; auto-rebook from waitlist on cancellation.
Outbound cold email personalization
smb-prof-services-outbound-cold-email
smb prof-services sales inference retrieval agentic evaluation Researched first-line personalization at scale: scrape signal, draft sequences with the right hook, A/B test messaging.
Quote / estimate generation
smb-prof-services-quote-estimate-generation
smb prof-services sales inference retrieval agentic multimodal evaluation Customer describes job, AI scopes it, prices from price list, drafts proposal with SOW and terms — sent within minutes.
Review response + reputation management
smb-prof-services-review-response-reputation
smb prof-services marketing inference retrieval evaluation Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment.
Sales call summarization + CRM update
smb-prof-services-sales-call-summarization
smb prof-services sales inference voice agentic evaluation Transcribe calls, extract decisions/action items, draft follow-up email, update CRM stage + notes — all hands-off.
Tier-1 FAQ deflection chat
smb-prof-services-tier-1-faq-deflection
smb prof-services support inference retrieval agentic evaluation Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans.
Property mgmt tenant communications + maintenance triage
smb-property-mgmt-tenant-comms
smb prof-services support property-mgmt inference retrieval voice agentic multimodal evaluation Tenant maintenance request triage (severity, vendor routing), rent reminders, lease renewal nudges, complaint escalation.
Real estate listing description gen
smb-real-estate-listing-descriptions
smb prof-services marketing agent inference multimodal evaluation On-brand listing descriptions from MLS data + agent notes + photos; multiple variants per platform; compliance check.
Real estate showing scheduling
smb-real-estate-showing-scheduling
smb prof-services operations agent inference voice agentic evaluation Coordinate showings between buyer/seller agents, lockbox codes, feedback capture post-showing, conflict resolution.
AR collections & dunning automation
smb-restaurant-ar-collections-dunning
smb restaurant finance inference retrieval agentic evaluation Automated payment-reminder cadences for unpaid invoices: polite first reminder, escalating tone, payment links, exception flagging for accounts needing human follow-up.
Cash flow forecasting & alerts
smb-restaurant-cash-flow-forecast
smb restaurant finance inference retrieval evaluation Project cash position 4-13 weeks out from AR/AP/payroll trends. Alert on shortfall risk before it bites.
Restaurant catering inquiry handling
smb-restaurant-catering-inquiries
smb restaurant sales catering inference retrieval agentic voice evaluation Qualify catering inquiries (event size, date, dietary needs), build menu suggestions + price estimate, schedule tasting.
License + compliance deadline reminders
smb-restaurant-compliance-deadline-reminders
smb restaurant operations inference retrieval agentic evaluation Track licensing, certifications, tax deadlines, OSHA filings; remind responsible parties; pre-fill forms where possible.
Expense + receipt categorization
smb-restaurant-expense-receipt-categorization
smb restaurant finance inference multimodal evaluation OCR receipts, categorize against chart-of-accounts, flag missing approvals, sync to accounting. Eliminates the monthly receipt-reconciliation slog.
Restaurant food cost + waste analysis
smb-restaurant-food-cost-variance
smb restaurant finance full-service inference retrieval evaluation Daily food cost reconciliation, recipe-cost vs actual variance, waste pattern detection, theoretical-vs-actual reporting.
Inventory reorder + variance alerts
smb-restaurant-inventory-reorder-triggers
smb restaurant operations inference retrieval evaluation Watch SKU velocity, predict stockout dates, draft purchase orders for review, flag unusual variance for investigation.
Restaurant online ordering + menu Q&A
smb-restaurant-online-ordering
smb restaurant support fast-casual inference retrieval agentic evaluation Menu questions (allergens, spice level, customizations), order modifications, status updates, recovery offers on delays.
Restaurant phone reservations
smb-restaurant-phone-reservations
smb restaurant operations full-service inference voice agentic evaluation Voice agent takes reservations during prep/service; checks seating availability; sends SMS confirmation; flags VIPs.
Review response + reputation management
smb-restaurant-review-response-reputation
smb restaurant marketing inference retrieval evaluation Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment.
Social media content + scheduling
smb-restaurant-social-content-scheduling
smb restaurant marketing inference multimodal agentic evaluation Calendar planning, on-brand post drafting (caption + image direction), platform-specific reformatting, engagement triage.