Industry workflows
Operational workflows built as agent systems
These are the workflows we most often encode as production agent systems. Open a scenario, or talk to us about shipping one against your stack.
Industrial Operations
Automated Invoice & Bill of Lading Processing
Extract, validate, and route invoices automatically with high-accuracy AI agents, eliminating manual data entry bottlenecks in supply chain operations.
Customs Document & Compliance Automation
Ensure zero-defect customs documentation by deploying AI agents that cross-reference shipping manifests against live compliance regulations.
Fleet Maintenance & Support Triage
Automate support triage and maintenance scheduling for large fleets using AI agents connected to your telematics and ERP systems.
Financial Services
KYC & AML Compliance Automation
CuratedProduction AI agents for identity verification and risk assessment—deterministic checks, human checkpoints on edge cases, and audit trails regulators can inspect.
Loan Origination Document Processing
Speed up loan origination by deploying intelligent document processing agents that extract financial data and validate applicant documents instantly.
Automated Ledger Reconciliation
Eliminate manual spreadsheet matching with ledger reconciliation agents that ingest bank feeds and transaction logs to match exceptions deterministically.
HR Operations
Automated Employee Onboarding
Ensure a structured onboarding experience with autonomous AI agents that provision accounts, route compliance documents, and guide new hires.
Benefits Enrollment & Support Triage
Route employee benefits inquiries and validate eligibility documents automatically, routing edge cases to HR specialists.
Automated Payroll Data Ingestion
Parse timesheets, contractor invoices, and commission data to sync with payroll providers without manual copying.
Procurement Operations
Vendor & Supplier Onboarding
Automate vendor risk assessment, tax form collection, and banking validation using deterministic validation workflows.
Three-Way Purchase Order Matching
Automatically match purchase orders, receiving reports, and vendor invoices to detect pricing and quantity discrepancies before payment.
Automated Spend Analysis & Categorization
Standardize unstructured purchase descriptions into taxonomy-aligned categories for enterprise spend transparency.
Enterprise Compliance
Automated Policy Compliance Checking
CuratedAI agent systems that match contracts and operational records against policy rules, flag deviations, and keep an audit trail for compliance review.
Regulatory Change Feed Monitoring
Monitor governmental and industry regulatory feeds, automatically mapping changes to affected internal policies and operational systems.
Continuous Access Control Auditing
Audit active permissions across ERP, CRM, and cloud environments to detect segregation of duties violations and stale accounts.
Professional Education
Automated Curriculum & Standard Mapping
Map course materials and assessments to educational standards and accreditation criteria with audit trails.
Automated Enrollment & Credential Verification
Verify prospective student credentials, transcripts, and prerequisites against course entry requirements.
Student Inquiry & Support Routing
Parse and triage inbound academic and administrative requests to route students to appropriate guidance or support staff.
Healthcare Operations
Medical Claims & Billing Processing
Deploy AI agents to parse medical charts and bill codes, validating insurance claims against policy terms to minimize claims rejection.
Patient Intake & Onboarding
Automate the processing of intake forms, medical histories, and insurance cards, updating EHR systems with structured data.
Clinical Trial Data Extraction
Ingest unstructured clinical research papers and patient logs to extract relevant adverse events and efficacy markers.
Logistics & Supply Chain
Shipment Tracking & Delay Triage
Monitor shipment status across global carriers, automatically notifying clients and routing rerouting requests for delays.
Warehouse Inventory Audit Matching
Match barcode scan logs against ERP inventory records to flag discrepancies and identify shrinkage patterns.
Carrier Rate Sheet Parsing
Ingest diverse carrier PDF rate sheets, extracting shipping lane costs into a unified database for cost comparison.
Retail & E-commerce
RMA & Returns Processing Automation
Process return requests, validate receipts, issue return labels, and flag suspicious return patterns for human review.
Automated Catalog Data Enrichment
Ingest manufacturer spec sheets and vendor images, converting them into formatted product titles, tags, and search descriptions.
Order Exception & Fraud Routing
Detect address errors, inventory stockouts, and high-risk transactions, auto-routing exceptions to logistics or fraud teams.
Energy & Utilities
Grid Maintenance Ticket Routing
Triage telemetry alerts and resident reports, auto-assigning field repair tickets to correct crews based on location and severity.
Industrial Utility Bill Validation
Audit complex multi-site energy bills against contract rate tariffs and smart meter usage data to claim overcharge refunds.
Safety Incident Document Parsing
Standardize field safety reports and incident narratives into structured compliance reports for environmental and governmental regulatory boards.
Telecommunications
Telecom Billing & Dispute Reconciliation
CuratedAutomate roaming and interconnect billing reconciliation with agents that settle usage charges, surface disputes, and leave a deterministic audit path.
Network Alert Triage & Root Cause Analysis
Correlate downstream network alarms to isolate the root cause equipment failure, auto-generating work orders for field technicians.
Churn Risk & Contract Termination Processing
Analyze corporate termination notices to extract exit penalties, contract dates, and flag accounts for proactive customer retention.
Legal Operations
Contract Redline & Policy Comparison
Compare incoming vendor contracts against the corporate standard playbook, flagging non-compliant clauses and suggesting replacements.
E-Discovery Document Classification
Classify high-volume discovery document dumps, tagging privileged, responsive, and confidential materials for legal teams.
Outside Counsel Billing Guidelines Audit
Automatically audit legal invoices from external counsel against billing guidelines, flagging block-billing and unauthorized charges.
Insurance Underwriting
Insurance Submission Triage & Data Extraction
CuratedAI agents that extract broker submissions, ACORD forms, and loss runs, then score completeness against underwriting guidelines and route exceptions to human review.
Claims Narrative Fraud Analysis
Analyze accident reports, vehicle images, and claimant statements to highlight potential inconsistencies and refer cases to Special Investigation Units.
Policy Issuance & Binder Validation
Reconcile binder documents against issued insurance policies to verify premium rates, coverage limits, and endorsements match.
Real Estate & Property Management
Lease Abstraction & Data Extraction
CuratedExtract key dates, escalations, rent schedules, and obligations from multi-page commercial leases with agent pipelines and human review on low-confidence fields.
Tenant Onboarding & Background Verification
Verify references, employment records, credit history, and identity documents to automate tenant background check pipelines.
Maintenance Work Order Triage & Dispatch
Parse maintenance requests, classify issue urgency, and auto-dispatch requests to contracted technicians based on trade and availability.
Public Sector
FOIA Request Processing & Redaction
Process Freedom of Information Act requests by searching records and auto-redacting PII and restricted security data before release.
Grant Application Compliance Screening
Run initial compliance checks on grant applications, verifying eligibility, submission forms, and required attachments.
Citizen Inquiry Triaging & Routing
Parse and route general inquiries, service requests, and civic feedback to the correct municipal agency or online resource.
Automotive & Manufacturing
Part Shortage & Expedite Request Triage
Parse part shortage alerts and automatically generate shipping expedite requests, checking inventory routes for substitute items.
Automated Warranty Claims Auditing
Audit warranty claims submitted by dealerships, checking service records and telematics data to detect invalid or duplicate claims.
Production QA Inspection Logging
Transcribe spoken inspector observations and analyze visual test data to log defect reports directly into manufacturing execution systems.
Media & Entertainment
Royalty Statement Ingestion & Reconciliation
Reconcile complex streaming and licensing royalty reports across distributors, calculating artist shares based on custom contracts.
Video Content Metadata Tagging & Moderation
Generate descriptive metadata tags, closed captions, and flag policy violations in uploaded media for content distribution.
Content License Agreement Compliance
Monitor distribution agreements and track expiration dates, geographic limitations, and sub-licensing terms to prevent copyright disputes.
Travel & Hospitality
Corporate Travel Expense & Policy Compliance
Audit flight and hotel bookings against corporate travel policies, auto-routing approvals and flagging out-of-policy bookings.
Guest Review Analysis & Action Routing
Ingest customer reviews and feedback forms, classifying sentiment and routing operational complaints directly to hotel managers.
OTA Rate & Inventory Matching
Reconcile room availability and rate consistency across Online Travel Agencies (OTAs), auto-correcting parity violations.
Engineering services
Ready to turn this into a production agent system?
This is the kind of workflow we build as an AI agent system: deterministic checks, human checkpoints, and an audit trail operators can trust. We start from your real process boundaries and ship software that holds up in production.