Production AI agents for workflows with measurable value.
From financial research to healthcare operations, each use case shows what can be launched in 4–8 weeks and what result it should create.
Find the first workflow worth taking to production.
Use these pages to identify the agent, users, business outcome, and launch boundary for a focused 4–8 week delivery.
Finance workflow agents
AI Agents for Financial Services
Launch a research, filing monitoring, diligence, or reporting agent with source trails analysts can trust.
- SEC filing and disclosure monitoring
- Investment memo and diligence packet preparation
View use case
Reviewable agents
Human-in-the-loop AI Agents
Launch an agent that completes routine work while keeping high-risk decisions with the right people.
- Research and document review agents with source trails
- Draft preparation before human approval
View use case
Healthcare operations
Healthcare AI Workflow Automation
Launch an agent for patient intake, care navigation, documentation, or healthcare operations work.
- Patient intake triage and routing
- Care navigation support
View use case
Clinic operations
Clinic AI Workflow Automation
Reduce clinic backlog across intake, referrals, staff inboxes, follow-up queues, or documentation support.
- Patient intake preparation and routing
- Referral packet and document queue triage
View use case
Healthcare authorization
Prior Authorization AI Assistant
Give staff an agent that prepares authorization packets, checks payer rules, and finds missing documentation.
- Prior authorization packet preparation
- Payer requirement and policy checklist support
View use case
Healthcare knowledge
Healthcare Policy and SOP RAG
Give staff fast, citation-backed answers across policies, SOPs, protocols, payer rules, and guidance.
- Policy, SOP, and protocol search
- Payer rule and operational guidance lookup
View use case
Clinical documents
Medical Record Summarization AI
Give reviewers concise, source-backed summaries of long records and documents without hiding uncertainty.
- Visit, referral, and history summaries
- Care navigation prep notes
View use case
Financial intelligence
SEC Filing Monitoring AI
Give analysts timely filing alerts, concise change summaries, and direct links to the source text.
- 10-K, 10-Q, 8-K, Form 4, and proxy monitoring
- Disclosure change detection
View use case
PE diligence
Private Equity Diligence AI Agent
Give deal teams faster first-pass briefs, source trails, risk flags, and follow-up questions from approved materials.
- CIM, data room, and management deck summarization
- Investment memo first-draft preparation
View use case
Healthcare RCM
Revenue-Cycle AI Automation
Reduce manual load across prior authorization, documentation, denials, coding support, or follow-up queues.
- Prior authorization packet preparation
- Denial reason summarization
View use case
Private knowledge
Internal Knowledge Base RAG
Give employees fast, citation-backed answers across policies, SOPs, contracts, records, and internal documents.
- Policy, SOP, and protocol search
- Contract and technical document Q&A
View use case
Have a workflow that looks like one of these?
We can turn it into a production-ready agent with a focused scope, measurable outcome, and clean handoff.