Automation that fits your operations

Hyphen handles the pattern-heavy work across finance, healthcare, insurance, and operations — combining rules, AI agents, and human judgment in one platform.

Reconciliation

Match thousands of invoices to payments in minutes, not days

Teams spend days matching payments to invoices in spreadsheets. Hyphen's built-in reconciliation engine handles exact matches automatically, uses configurable tolerance rules for near-matches, and escalates true discrepancies to your team with AI-generated analysis.

Instead of chasing rows, your team reviews a short list of genuine exceptions — each one pre-analyzed with context and a recommended action.

Tolerance matching (amount, date, fuzzy text)
Zero LLM cost for rule-based matching
AI investigates unmatched items
Human approval for exceptions
MATCHING RESULTS
INV-4201 Acme Corp — $2,340.00
MATCHED
INV-4202 Globex Inc — $1,875.50
MATCHED
INV-4203 Initech LLC — $4,200.00
MATCHED
INV-4204 Stark Industries — $12,750.00
FLAGGED
3 matched
1 flagged → AI investigating
Claims

Route claims to the right decision — automatically

Triage incoming claims by type, severity, and policy limits. Auto-approve routine claims that fall within established rules. Route complex or high-value claims to adjusters with AI-generated summaries and supporting evidence.

Your adjusters spend their time on the cases that actually need expertise — not paperwork for straightforward approvals.

Rule-based triage by claim type
Auto-approve within policy limits
AI summaries for complex cases
Approval gates for high-value decisions
CLAIM TRIAGE
CLM-7821 • WINDSHIELD REPLACEMENT $420.00 — Under deductible threshold
AUTO-APPROVED
CLM-7822 • WATER DAMAGE $8,300.00 — AI summary generated
REVIEW
CLM-7823 • STRUCTURE FIRE $142,000.00 — Exceeds auto-approve limit
ESCALATED
Compliance

Validate every operation before it becomes a problem

Run real-time compliance checks against your regulatory rules. Flag violations instantly, generate audit-ready reports, and maintain complete decision trails for regulators.

When an auditor asks why a decision was made, you have the full trail — every rule evaluated, every field checked, every outcome logged.

Real-time rule validation
Automatic PII redaction
Complete audit trails
Regulator-ready reporting
COMPLIANCE CHECK — REQ-90421
KYC verification PASS
AML screening PASS
Threshold limit ($50k) PASS
Sanctions list check FAIL
PII fields (SSN, DOB) REDACTED
Platform

Ship intelligent automation inside your product

Use Hyphen as the AI operations backend for your SaaS product. Give your customers intelligent agents that review, route, and resolve — without you building the infrastructure.

Ship in weeks, not quarters. One API call launches a governed agent with tools you define, bounded reasoning, and full audit trails. You focus on your product experience.

Full REST API
Multi-tenant by design
White-label ready
Model-agnostic (OpenAI, Claude, Gemini)
EMBED IN YOUR PRODUCT
POST /agents/execute?async=true

{
  "objective": "Review this customer's
  refund request. Check order history,
  return policy, and recommend action.",
  "tools": ["order_lookup", "policy_check"],
  "config": {
    "model": "gpt-4",
    "max_iterations": 10
  }
}

// Response
{
  "agent_run_id": "agent-k9x2m",
  "status":       "running"
}

See Hyphen in action

Book a 30-minute demo and we'll walk through your specific use case.