Case study • Healthcare

Personalized benefits with ICHRA & AI compliance

We helped a health-benefits platform let employers set budgets while employees pick plans they love—cutting admin time by 52%.

  • Nationwide plan marketplace
  • Card + reimburse flow
  • AI receipt OCR & eligibility
  • HIPAA-aware data paths

Healthcare Budget

$750.00

ICHRA eligible
Thatchbot

“Yes, humidifiers are eligible with a diagnosis. Upload the receipt and I’ll file it.”

Challenges

  • Group-plan rigidity created poor regional fit and rising total cost.
  • Reimbursements were slow; many receipts bounced for missing fields.
  • Member support overloaded with coverage questions.

Our solution

We deployed agentic workflows across enrollment, claims validation, and reimbursements. The agent checks IRS-qualified expenses, requests missing fields, and auto-approves low-risk claims.

Agentic playbooks

Enrollment guidance

Doctor/Rx matching and transparent OOP projections.

Receipt automation

OCR extracts date, provider, diagnosis notes; eligibility rules applied.

  • PHI minimization
  • Duplicate detection
  • Auto-approval thresholds

Finance exports

Payout files and GL mappings for payroll/accounting.

−52%

Admin time reduction

4.8/5

Member CSAT

72%

Receipt auto-approval

−61%

Average reimbursement time

Our team finally stopped babysitting receipts. The agent handles 24/7 eligibility and members get answers instantly.
Head of Operations, Benefits Platform

Frequently asked questions

Deliver benefits your team actually loves

More choice for employees, more control for finance & HR.