Industries

Where the paperwork decides the outcome

Two industries, side by side — and inside each, the workflows where a document, a code or a control chart decides whether a trial starts, a claim is paid, or a result can be trusted. Pick yours.

Industry 01

Healthcare operations

Generative AI that optimizes clinical workflows and decision-making through predictive analytics — personalized patient care, delivered faster and ethically. Built with clinicians, governed for regulators, explained for patients.

Claim
Denial
Root cause
Appeal drafted
Paid
Manual today
2–3 days per denial
With the platform
Minutes, then approved
Revenue cycle, denials first
A denial that takes two to three days of manual rework becomes a drafted, evidence-backed appeal routed to a named approver — then prior auth follows the same loop.
Intake and eligibility
Census reports, face sheets and insurance documents read on arrival: patients reconciled, coverage verified, financial class assigned before coding begins.
Coding support, not coding replacement
ICD, CPT and HCPCS recommendations with documentation-completeness and missing-signature checks. Ambiguity goes to a coder, not into a claim.
Capacity, not just recovery
RCM roles go unfilled for months. Automating the repetitive half of the queue releases the experienced people you already have.
Clinical data management — Proto AI
Protocols authored from an evidence-grounded blueprint, then parsed, mapped to CDASH and SDTM, turned into eCRF specs and validated live — with page-level traceability throughout.
Diagnostics operations — BioLens
Instrument failures and QC excursions predicted before they cost a run, reagent demand forecast by expiry, field service guided from symptom to root cause.
Biomarker and progression models
Longitudinal models that track disease progression and treatment response, validated against real clinical data.
Knowledge that stays
Protocol logic, validation rules and mapping decisions captured in a queryable library, so institutional knowledge survives turnover and amendments.
Industry 02

Life Sciences

Predictive analytics across drug discovery and clinical development — reducing timelines while improving precision medicine. Proto AI, our flagship feasibility platform, anchors the clinical-trial side of this work.

Protocol
Parsed
CDASH mapped
Validated data
Manual today
12 weeks of design
With Proto AI
Up to 95% shorter
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