Use cases
Workflow-specific AI systems, not generic automation.
We find hidden leverage in complex operations and turn it into AI agent systems and automation platforms that reduce manual work, connect data and workflows, and increase visibility and capacity. Each use case below is one example of that work — current process, system steps, human decisions, and the economics — not a category of software. Foresight is industry-agnostic: every pattern here adapts to your business, whatever your industry.
Finance operations
Use case · Finance operations
Financial Reconciliation Automation
AI reconciliation automation for controllers: deterministic match rules first, AI for the residue, exception routing, and the controls that hold.View use case Use case · Finance operationsFinancial Close Automation
AI month-end close automation with reviewer sign-off: calendar tracking, accrual support, drafted flux commentary, and the approvals accounting keeps.View use case Use case · Finance operationsTreasury Rate Sheet Automation
Treasury rate sheet automation with FX validation checks: ingesting bank sheets, catching stale or inverted rates, and controlled distribution.View use case Use case · Finance operationsLoan Underwriting Document Workflow
A loan document processing workflow for underwriting teams: extraction with evidence, completeness and consistency checks, and underwriter decisions.View use case Use case · Finance operationsLegacy Finance Workflow Automation
Automate finance work on an older system without an API or a migration: integration patterns, validation before posting, and controlled overrides.View use caseHigher education
Use case · Higher education
Course Scheduling Optimization
Course scheduling optimization for universities: how a constraint solver builds a term schedule, what it needs, and what the registrar still decides.View use case Use case · Higher educationHigher Education Collections Automation
Student collections automation for higher education: how past-due tuition outreach runs within bursar rules, what stays with staff, and how to measure it.View use caseInsurance
Cross-industry
Use case · Cross-industry
Document Review with Human Approval
AI document review with human approval: clauses extracted with evidence, compared to your playbook, abstention when unsure, and reviewer sign-off.View use case Use case · Cross-industryCustomer Support Escalation
AI support escalation to human agents: triage rules, answers grounded in your knowledge base, guardrails on actions, and handoffs with full context.View use case Use case · Cross-industryRevenue Operations Handoff
How lead-to-opportunity handoff automation works: enrichment, deduplication, routing by your rules, handoff notes, CRM hygiene, and what to test before launch.View use caseHow we work
- 01AI Agent Opportunity Audit
- 02Workflow and systems diagnosis
- 03Agent architecture and implementation roadmap
- 04Prototype or MVP
- 05Production deployment
- 06Monitoring, improvement, and expansion