Every AHI product is connected. Encounter notes flow through MDMai, feed HAL’s intelligence, train ENCOUNTERai on your style, and power the analytics that show you what’s working.
Every provider documents what they observe, what they suspect, what they attempt, and what works. That is the encounter note. It is the single most valuable and most underutilized asset in healthcare.
A provider's office submits a signed encounter note. MDMai's pipeline of specialized systems processes it, each checking the note against current billing rules and CMS guidance — validating MDM levels, checking E/M codes against the documentation, refining diagnoses, detecting clinical trials. The provider gets a defensible coding review. AHI gets the data.
The original encounter note and its MDMai coding review are stored securely in the provider's own isolated container on Azure. This paired data becomes a source of knowledge for HAL and training data for that provider's personal ENCOUNTERai pipeline.
HAL’s 4-source orchestrator draws from published evidence, the provider’s own encounter notes, MDMai billing reports, and an internal knowledge base. The more encounters, the richer HAL’s understanding becomes.
Trained on the provider’s actual documentation — processed through MDMai. 15 seconds of input. A complete note in their style.
CODEai, REFERRALai, HAL Alerts, HALi, the analytics engine — all connected. All grounded in the encounter note.
This is the flywheel that no competitor can replicate, because no one else has solved the problem of getting providers to voluntarily submit encounter notes at scale. MDMai solved it by giving providers something they desperately need — coding they can defend — for free.
