Eliminate the
Admin Backlog
with Deterministic AI.
Buffaly automates eligibility, denials, and revenue cycle tasks with reviewable audit trails. Safe, system-integrated automation for teams that cannot afford hallucinations.
[Infinitive("to check eligibility")]
prototype CheckEligibility : OpsAction {
validate(CoveragePeriod);
return API.Fetch(PatientId);
}
Built for administrative workflows that
cannot afford hallucinations.
Buffaly connects to your existing systems to perform complex administrative tasks with deterministic logic. Every step is reviewable, every action is logged, and no chatbot is left to improvise on your behalf.
Revenue Cycle Operations
Automate reconciliation, follow-up tasks, and work queue management with rules that integrate directly with your RCM stack.
Insurance & Eligibility
Perform deep coverage checks, stage real-time results, and route exceptions with clear operational evidence.
EOB & Remittance Handling
Normalize inbound remittance files, resolve field discrepancies, and support high-volume exception handling.
Patient Intake & Data Staging
Clean and resolve inbound patient data, preparing it for downstream clinical systems without manual entry.
Audit-Heavy Back-Office Automation
Deploy automation in environments where compliance is the first requirement. Buffaly produces durable audit trails for every decision, making it ready for regulatory review out of the box.
Broad Operational Surface
Buffaly comes equipped with specialized skills for healthcare administrative work. Each skill is a deterministic program, not a prompt, ensuring consistency across every run.
See it work
Watch real workflows in action, from EOB intake to denial reconciliation. See how Buffaly produces reviewable evidence at every step of the process.
Automate the tools
you already have.
Stop trying to make your infrastructure agent-safe. Buffaly connects to your native code and DLLs without forcing you to build MCP servers or middleware wrappers.
Native Objects, Not Strings
Work with real data structures and DLLs. Buffaly handles objects directly instead of relying on loose text interpretation.
Quarantined Secrets
Protected data and API keys stay inside the Buffaly runtime. The LLM only sees the instructions, never your PII or secrets.
// Native DLL call. No PII leaks to LLM.
internal_vault.GetSecret("BCBS_KEY");
}
DATA REMAINS IN YOUR VPC
Start with one workflow,
then expand.
The path to reliable automation is not a moonshot. Evaluate the proof, pilot one real workflow, and add surfaces as the system proves out.
Keep your data out of the model context.
Standard compliance frameworks host models securely, but they still require PII to enter the model's context window. Buffaly enforces a strict runtime boundary: the model receives controlled references, while raw sensitive data stays inside your execution environment.
Standard Compliant Models
Sensitive data is sent directly into model context. Protection depends entirely on vendor agreements and post-hoc compliance controls.
Quarantined Runtime Boundary
The model receives only typed references and instructions. Buffaly's runtime handles the raw payload locally, ensuring PII never leaks to the endpoint.
Evidence by design.
Not narrative guesswork.
In typical AI systems, review happens after the fact and depends on generated explanations. Buffaly produces an execution trace of the actual actions, parameters, and referenced objects.
- Deterministic Tracing
Inspect traces, artifacts, and decision paths after every run.
- Policy Enforcement
Validation against ICD-10, SNOMED, and your own domain rules.
Start a Healthcare
Operations Pilot.
Tell us about your workflow, systems, and compliance needs. We'll respond with a recommended pilot path.
Enterprise Deployments
Buffaly is a product of Intelligence Factory. We specialize in deploying deterministic AI into VPC and on-prem environments.
intelligencefactory.aiWhat to Expect
Evaluate
We review the workflow, systems, and grounding ontologies needed.
Pilot
A 30-day sandbox or VPC pilot of one real-world workflow.
Expand
Extend to adjacent skills as the system proves its auditability.