AI Automation Use Cases
Concrete patterns for invoice automation, customer support, sales, marketing, and operations — the systems we ship most often.
Automate Invoice Processing With AI
Manual invoice processing is slow, error-prone, and expensive. Our AI systems automatically extract, process, categorize, and apply rules to invoices.
Read the full walkthrough →Finance & Accounting
Invoice processing, reconciliation, vendor markups, payment workflows.
Customer Support
24/7 chat, ticket triage, doc-grounded answers, CRM sync.
Sales
Lead qualification, outreach, follow-up, calendar scheduling.
Operations
Internal approvals, workflow routing, SLA tracking.
Marketing
Content generation, campaign automation, social pipelines.
Recruiting / HR
Resume screening, interview scheduling, onboarding journeys.
Document Extraction
OCR + LLM extraction with high accuracy — PDFs, emails, uploads.
Multi-Step Approvals
Routing with policy + thresholds + delegations + audit.
Triage & Routing
AI classifies inbound work and routes to the right team/person/queue.
Knowledge Retrieval (RAG)
Doc-grounded answers from your policies, KB, tickets, contracts.
Multi-Agent Handoff
Specialist agents collaborating on complex workflows.
Computer Use
Drive legacy systems via screen control when no API exists.
Property Management
Rent processing, owner reporting, invoice workflows, tenant comms.
Healthcare
Patient communication, intake, CRM + EHR integrations.
E-Learning
Student onboarding, AI tutoring, automated grading.
Finance
Bookkeeping, reconciliation, tax prep workflows.
E-commerce
Catalog ops, returns, fraud, merchandising.
Startups & SaaS
Internal tools, support, growth automation.
Want a use case mapped to your business?
We'll map your workflows, identify the highest-ROI agents, and ship a working pilot within weeks — not quarters.