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Results

Business outcomes demonstrated in delivered work.

Start with the result you need. Explore work that recovered revenue, avoided weeks of manual review, accelerated national compliance delivery, improved customer-service reliability, and connected difficult operational data.

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Results library

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Organized by business outcome first. Refine by supported industry or operational problem.

9 results

Grow revenueHealthcare

$80K recovered in two months

Recover billable clinical time without adding staff

A smart patient queue replaced manual review of 100 charts a day and recovered more than $80,000 in billable time during the first two months.

Read the patient-prioritization result →
Build more resilient operations

10,000+ calls audited; no exceptions

Turn weeks of manual call review into an auditable result

A traceable pipeline processed more than 10,000 unstructured calls in days, helped resolve missed cases, and supported an audit passed with no exceptions.

Read the call-audit result →
Move faster and respond better

National-scale system in under a month

Respond to a new compliance mandate before it takes effect

A small team designed, built, tested, and deployed SafePass Corporate for vaccine and testing compliance in less than a month.

Read the SafePass result →
Increase capacity and efficiencyAviation

900+ tables made safely accessible

Make a multi-terabyte aviation ERP easier to use

A controlled natural-language interface opened practical access to an Oracle ERP with more than 900 tables and thousands of cryptically named columns.

Read the aviation ERP result →
Build more resilient operationsCustomer service

30%+ reduction in failures

Correct voice-agent failures while conversations are happening

Runtime guardrails reduced hallucinations and unmet objectives by more than 30% across trial deployments and directed uncertain agents to clarify.

Read the voice-agent result →
Increase capacity and efficiencyHealthcare

Nearly three dozen EHR and EMR systems normalized

Unify inconsistent clinical data for eligibility and billing

An integration layer translated data from nearly three dozen EHR and EMR systems into one operational model for eligibility, billing, and reporting.

Read the EHR integration result →
Increase capacity and efficiencyHealthcare

Tens of thousands checked in under a minute

Scale eligibility checks without per-transaction dependence

An explainable rules system processes tens of thousands of patients in under a minute while retaining auditable payer and program logic.

Read the eligibility result →
Build more resilient operationsHealthcare

Six patient-facing workflows supported

Scale patient communication without unconstrained responses

Nurse Amy supports six patient-facing roles with controlled communication, structured collection, escalation, and EHR recording.

Read the patient-communication result →
Build more resilient operationsHealthcare

Curated answers for specialty billing

Ground billing decisions in maintained operating knowledge

A curated specialty-billing knowledge base retrieves governed source material before generating an answer, reducing reliance on plausible but unsupported guidance.

Read the billing-knowledge result →

Research and engineering

Technical demonstrations and research

Preserved engineering work that explains how difficult capabilities were explored or built. These entries are not presented as customer business results.

Semantic retrievalEngineering

SemDB: structured retrieval for complex systems

Explore the semantic retrieval architecture, policy controls, and demonstrated document-scale behavior behind this technical work.

Read the SemDB technical record →
Adaptive routingResearch

The Traveling Beer Girl routing problem

Explore an adaptive routing model for moving demand, changing inventory, and service timing in a dynamic environment.

Read the routing demonstration →

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