Sunday, February 22, 2026

Innovation Lab

Lya Innovation Lab

GenAI and intelligent automation designed around real provider access and documentation pain points.

Grounded AI
Human-in-the-loop
Non-clinical automation only

GenAI Capability Stack

Available and planned automation layers for provider teams.

Grounded answers with citations across approved PI, reimbursement, and medical information content
First-draft generation for PA narratives, appeal letters, and medical information requests
OCR intake and structured extraction from payer and enrollment documents
Payer policy change monitoring with proactive alerts for affected therapies
Rules-based next-best administrative action recommendations (non-clinical)

AI Adoption Trend

Provider task coverage by AI-assisted workflows.

SepOctNovDecJanFeb

Automation Impact

Measured reduction in high-friction operational steps.

PA Packet Assembly Minutes Saved38
Appeal Draft Time Reduction27
Manual Form Re-entry Reduction44
Policy Change Detection Lag Reduction33

Pain Point Mapping

How innovation priorities map to provider reality.

Prior auth burden

Workflow checklists + AI draft generation + packet assembly

Reimbursement uncertainty

Live case status + payer policy change alerts

Documentation fatigue

OCR intake, auto-fill, and reusable templates

Fragmented scientific answers

Medical information routing and grounded GenAI summaries

Safety reporting friction

Integrated AE/PQC intake with follow-up tracking