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LifeWatch AI

Solutions · ACOs & risk-bearing organizations

Responsible for every patient. In the room with almost none of them.

Shared savings, Medicare Advantage, an attributed panel — every risk arrangement holds the same asymmetry. The result is decided between visits, by patients you rarely see, inside practices you do not run. LifeWatch is built for exactly that position.

From the contract to the patient and back

A measure is a number. The work behind it is patients.

Every number you are judged on resolves to a set of people, and moves only when something happens to them. LifeWatch runs that whole chain in one place, so the number and the work behind it never disagree.

  1. 01

    The contract, or the measure

    A shared-savings target, a Star measure, a HEDIS gap rate — the number you are judged on.

  2. 02

    The patients behind it

    Resolved to one record each from roster, claims and whatever the practices can send, with the reason each one qualifies.

  3. 03

    Continuous work

    Contact at the program's cadence: gaps worked, adherence followed, transitions covered, needs routed, change escalated.

  4. 04

    An attributable record

    Every closure and every escalation carries the contact that produced it, so when the number moves you can say what moved it.

What happened lands back on the record and in the next question you ask of the panel — so next month's number starts from this month's work.

One month, one panel

Gaps worked, not listed.

A quality gap here is outreach with a recorded ending, in one of four states. A decline keeps its reason, and unreachable has a definition — so the list your quality team inherits is honest.

Attributed panel · this month

Attributed patients

24,816

One record each, resolved from roster, claims and connected sources

Enrolled in a program

7,410

By the criteria each care program sets

Contacted this month

6,988

Voice and text, at the program’s cadence

Escalated to a care team

214

Each with the transcript and the triggering sentence

Care-gap outreach · an outcome for every gap worked

MeasureWorkedBookedDeclinedUnreachableStill open
Eye exam · diabetes412236584177
Kidney health evaluation388214493788
Breast cancer screening356181663376
Statin therapy · cardiovascular298173412262

Declined records the patient’s reason in their own words — this month, most often transportation. Unreachable means the agreed attempts were completed, not one voicemail.

The arithmetic

Four things move your number. Here is the mechanism against each.

No projected savings and no modeled ROI — you have seen those slides. Here is the mechanism, plainly. Further down is what a pilot on your own panel would measure.

  1. 01

    Avoidable utilization

    The riskiest stretches — after a discharge, while a condition drifts between visits — get scheduled contact. A finding that meets the program’s escalation criteria reaches the patient’s own care team while there is still time to act, not in next quarter’s claims.

  2. 02

    Open care gaps

    A gap stops being a row on a list. Outreach explains the visit, answers the objection, and moves the booking. When the patient declines, the real reason is recorded — so the list reflects work done, not attempts logged.

  3. 03

    Under-documented complexity

    A condition that lives only in a free-text note or a scanned document counts for nothing. The layer that prepares every contact reads those sources, makes what they hold structured and findable, and keeps the sentence each value came from.

  4. 04

    Unreached patients

    Contact runs at the cadence each program sets, not the cadence staffing allows. Routine needs close on the contact; only findings that need a clinician reach one. Coverage grows across the panel without headcount growing with it.

For finance and compliance: the position, the billing alignment, the three numbers we will not give you, and the pilot
The position

You do not run their systems. The program does not assume you do.

  • It starts from data you already hold

    An attribution roster, claims, an export. LifeWatch resolves them into one record per attributed patient. Nothing sits on a participant practice’s IT queue.

  • It connects where a practice wants it

    Standards-based interoperability into a practice’s record, when that practice chooses it. Nothing they run is replaced, and no practice has to adopt anything for its patients to be covered.

  • Escalations land with the patient’s own clinicians

    A finding goes to the care team that knows the patient — with the transcript, the triggering sentence, and the change against that patient’s own baseline. The documentation follows it.

Care management

Documented for the codes your practices already bill.

Advanced Primary Care Management pays a flat amount per patient per calendar month, with no time thresholds to tally. Chronic Care Management remains the time-based alternative. Several of APCM's CMS-defined service elements describe work LifeWatch performs continuously — the element names below are CMS's, not ours.

  • G0556APCM Level 1Zero or one chronic condition
  • G0557APCM Level 2Two or more chronic conditions
  • G0558APCM Level 3Two or more chronic conditions, Qualified Medicare Beneficiary
  • 99490CCMTime-based; two or more chronic conditions
  • Worth reading twice: APCM Level 1 covers patients with zero or one chronic condition — patients time-based CCM could never reach. Care management stops being a service for the sickest slice and becomes one the whole panel can be enrolled in.
Enhanced communication
Contact between visits on the cadence the condition calls for, in the channel the patient actually answers.
Management of care transitions
Structured follow-up through the window after a discharge, when contact is thinnest and risk is highest.
Population-level management
Risk stratification across the panel using diagnoses, claims and other connected data, so outreach targets who needs it.
Care coordination
Routine needs routed and closed — scheduling, refills, education, open care gaps — rather than queued for a nurse.
Comprehensive care management
Condition-specific programs with defined checks, running continuously rather than at the visit.

LifeWatch documents the contact. Your practice performs and bills the service — we never bill on your behalf, and nothing here is billing advice.

Read before any vendor meeting

Three numbers you will never get from us.

Organizations that hold risk are the most heavily pitched audience in healthcare, and most of the pitches lean on numbers nobody can audit. Ours cannot, on principle:

  • A percentage we cannot stand behind

    We publish no outcome figures, because we have none we could defend to your actuaries. What a pilot will show is agreed with you before it starts, and reported against — nothing else.

  • A gap marked closed that was only attempted

    Outreach records its outcome: booked, declined with the reason, or unreachable after the agreed attempts. Your quality reporting inherits an honest list.

  • A measure computed over data we do not have

    Measures resolve against the data actually connected. Where data is missing, the measure says so — instead of returning a number you cannot defend at reconciliation.

How escalation detection is evaluated — the rubric, what is scored, and why false alarms count against it — is documented at How we test.

A pilot on your panel

Measured on your terms. Started without anyone's IT queue.

How it starts

A pilot begins from the data you already hold — a roster, claims, an export — resolved into one record per attributed patient. Deeper connection into practice records follows where the participants want it.

The clinical content arrives finished — our clinicians author and certify each program, and your team reviews it in full. You decide who is enrolled, on what cadence, and where escalations go. The full model is at Clinical design.

What it measures

Reach
The share of the enrolled panel actually contacted each month, by program.
Gap outreach outcomes
Booked, declined with a recorded reason, or unreachable after the agreed attempts — per gap worked, not per attempt.
Documentation
Patient months with care-management documentation produced, in the form your practices bill from.
Escalations
Findings raised and delivered to the patient’s own care team, and how many were confirmed on review.

Bring us the panel you are on the hook for.

One attributed population and the contract behind it. We will walk the mechanism against your own numbers, and agree the measures before a pilot starts — so the first report is judged on terms you set.

Talk to our team