烈火 · Industries

We audit manufacturing, healthcare, and insurance work — then say where AI belongs.

Complexity of operations matters more than headcount. If sales, finance, and operations cannot get a straight answer from the same systems, that is our kind of engagement.

製造 · Floor, quality, service

Manufacturing operations

Before the audit

Production meetings start with an argument about whose inventory is right. Quality hunts certificates in shared drives. Service intake is voicemail and retyping.

What we audit

We audit inventory truth, quality documentation, maintenance, and service desk handoffs against the ERP you already run — then recommend where AI reads, routes, or stays out of the way.

Typical candidates we score

  • Inventory variance between floor, WMS, and ERP
  • Quality certificates, travelers, and inspection reports
  • Service desk intake and work-order assembly
Deeper vertical story

医療 · Revenue cycle, prior auth

Healthcare operations

Before the audit

Staff retype clinical data into payer portals. Denials stack. The report is ready Friday for a problem that started Monday.

What we audit

We audit prior authorization, denial work, and document chase across EHR and payer systems — then recommend where an agent can extract and submit, and where a clinician still has to decide.

Typical candidates we score

  • Prior authorization packet assembly
  • Denial data pulled from multiple portals
  • Clinical documents trapped in PDFs and faxes
Deeper vertical story

保険 · Claims, underwriting, compliance

Insurance operations

Before the audit

Adjusters sort attachments. Underwriters hunt across five systems. A compliance audit still means three people and a prayer.

What we audit

We audit claims intake, underwriting research, and document routing — then recommend where AI should classify and assemble, and where an expert still owns the decision.

Typical candidates we score

  • Claims and submission document classification
  • Underwriting file assembly from siloed systems
  • Audit-ready trails on who decided what, when
Deeper vertical story
烈火 · Other operations

We do not chase one-off convenience projects. If your operation has durable systems, real handoffs, and a gap that is costing money — a client-facing mailbox that is really the ticket queue, a floor that cannot agree with the ERP — we will tell you whether an audit is the right next step, even if you are not in the three verticals above.

Bring the process, not a vendor RFP.

Response within one business day. Toledo, OH and Orlando, FL.

Start with a conversation