Where can I learn more about the model?
Is Defensia an AI or machine learning product?
No. Defensia applies fixed, version-controlled logic to reconstruct longitudinal documentation narratives from completed episodes. It does not rely on machine learning, adaptive modeling, or predictive analytics. Its value derives from structural consistency and reproducibility.
Does Defensia integrate with our EMR?
No integration is required. Defensia operates offline using de-identified completed documentation episodes. No API connections or live system access are involved. Operational systems remain unchanged.
Does Defensia influence clinical operations?
No. Defensia is retrospective and governance-focused. It does not direct care delivery, trigger workflow actions, or modify operational processes.
Does Defensia determine reimbursement or financial outcomes?
No. Outputs are informational governance artifacts intended for executive review. They do not determine reimbursement outcomes, establish financial outcomes, or replace internal review processes.
Who uses the outputs?
Executive leadership, compliance oversight, and governance personnel use the artifacts for retrospective governance review. Outputs are structured for executive discussion, not operational execution.
Is Defensia a compliance certification or audit simulation tool?
No. Defensia produces deterministic governance artifacts from completed documentation episodes. It does not certify compliance, simulate audits, adjudicate claims, or issue regulatory determinations.
What data is required?
De-identified completed documentation episodes. Protected Health Information is not required. Live systems are not accessed.
How does cohort segmentation work (Branch_ID / Team_ID)?
If an approved cohort identifier column exists exactly as submitted (Branch_ID or Team_ID), Defensia mechanically groups outputs by that column and produces cohort summaries using identical deterministic logic. If the column is not present, the run remains portfolio-only. There are no segmentation settings or user-selected grouping dimensions.
How does the Pilot differ from the Annual License?
Pilot and annual runs use the same deterministic architecture. Differences are limited to run cadence and engagement duration. There is no limited-feature version and no adaptive or configurable mode.
What distinguishes Defensia from analytics platforms?
Analytics platforms typically emphasize interactive exploration, dashboards, and configurable slicing. Defensia produces static, governance artifacts from completed episodes using fixed rules, without workflow tooling or operational dependency.
How is pricing structured?
Snapshot (CDVS): $5,000 (1 deterministic run)
Infrastructure Pilot: $10,000 (time-boxed evaluation package)
Annual: $25,000 (up to 4 runs/year)
Additional run: $3,000
Pricing scales by run cadence and contract duration, not feature unlocks.