aicost.ai / Workload Catalog

Workload Catalog

Browse 427 AI workload patterns across 5 company sizes, 8 industries, 10 departments.
Showing 49 of 427 workflows · segment: smb · department: finance, marketing
Bookkeeping transaction categorization
Auto-categorize bank/CC transactions by client, learn from corrections, surface anomalies, draft month-end review.
smb prof-services finance accounting
inference retrieval evaluation
Dental recall + dormant patient reactivation
Identify patients overdue for cleaning/check-up; multi-channel personalized recall; rebook from dormant list.
smb healthcare marketing dental
inference retrieval agentic voice evaluation
Email nurture + drip sequences
Segment-aware drip drafting, subject-line A/B tests, send-time optimization, suppression logic for engaged buyers.
smb education marketing
inference retrieval agentic evaluation
Newsletter content generation
Weekly/biweekly newsletter drafting in voice: curate topics, draft sections, generate subject lines, optimize CTAs.
smb education marketing
inference retrieval evaluation
Seasonality-Aware Delinquency Outreach
Manages automated outreach for delinquent farm loans by matching communication schedules with regional harvest and payment windows. It prevents premature collection actions by recognizing temporary seasonal cash-flow constraints.
smb financial finance ag-lending
inference voice agentic
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 financial finance
inference retrieval agentic evaluation
Farm Credit Administration Compliance Reporter
Aggregates and formats loan portfolio data to meet Farm Credit Administration reporting standards. It automates the classification of farm financial ratios for quarterly regulatory disclosures.
smb financial finance ag-lending
inference retrieval 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
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
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
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
Newsletter content generation
Weekly/biweekly newsletter drafting in voice: curate topics, draft sections, generate subject lines, optimize CTAs.
smb general marketing
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
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
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
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 healthcare finance
inference retrieval agentic evaluation
Local SEO blog + landing pages
Geo+intent keyword research, on-brand long-form drafts, internal-link suggestions, schema markup hints.
smb healthcare marketing
inference retrieval evaluation
Review response + reputation management
Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment.
smb healthcare marketing
inference retrieval 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 home-services 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 home-services finance
inference retrieval evaluation
Expense + receipt categorization
OCR receipts, categorize against chart-of-accounts, flag missing approvals, sync to accounting. Eliminates the monthly receipt-reconciliation slog.
smb home-services finance
inference multimodal evaluation
Local SEO blog + landing pages
Geo+intent keyword research, on-brand long-form drafts, internal-link suggestions, schema markup hints.
smb home-services marketing
inference retrieval evaluation
Review response + reputation management
Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment.
smb home-services marketing
inference retrieval evaluation
Social media content + scheduling
Calendar planning, on-brand post drafting (caption + image direction), platform-specific reformatting, engagement triage.
smb home-services marketing
inference multimodal agentic evaluation
Landscaping seasonal customer outreach
Predictive seasonal outreach (spring cleanup, fall leaf removal, snow contracts), upsell maintenance plans, referral asks.
smb home-services marketing landscaping
inference retrieval agentic evaluation
Legal billable time capture + narrative
Auto-capture billable time from calendar/email/docs, draft client-friendly time-entry narratives, surface unbilled work.
smb prof-services finance law
inference retrieval 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 prof-services 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 prof-services finance
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 prof-services 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 prof-services finance
inference multimodal evaluation
Local SEO blog + landing pages
Geo+intent keyword research, on-brand long-form drafts, internal-link suggestions, schema markup hints.
smb prof-services marketing
inference retrieval evaluation
Newsletter content generation
Weekly/biweekly newsletter drafting in voice: curate topics, draft sections, generate subject lines, optimize CTAs.
smb prof-services marketing
inference retrieval evaluation
Review response + reputation management
Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment.
smb prof-services marketing
inference retrieval evaluation
Real estate listing description gen
On-brand listing descriptions from MLS data + agent notes + photos; multiple variants per platform; compliance check.
smb prof-services marketing agent
inference multimodal 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 restaurant 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 restaurant finance
inference retrieval evaluation
Expense + receipt categorization
OCR receipts, categorize against chart-of-accounts, flag missing approvals, sync to accounting. Eliminates the monthly receipt-reconciliation slog.
smb restaurant finance
inference multimodal evaluation
Restaurant food cost + waste analysis
Daily food cost reconciliation, recipe-cost vs actual variance, waste pattern detection, theoretical-vs-actual reporting.
smb restaurant finance full-service
inference retrieval evaluation
Review response + reputation management
Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment.
smb restaurant marketing
inference retrieval evaluation
Social media content + scheduling
Calendar planning, on-brand post drafting (caption + image direction), platform-specific reformatting, engagement triage.
smb restaurant marketing
inference multimodal 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
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
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
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