Zilla for Healthcare | You can't scale what you can't see.
For physician-led and multi-site healthcare organizations preparing to scale on AI

You can't scale what you can't see.

The healthcare organizations winning with AI didn't start with AI. They started with structure. Zilla builds the operational foundation your practice needs to run AI safely, and shows you exactly where it pays off first.

See your practice mapped Explore the Living Map

Book a discovery call. Tell us where you need AI to take your practice. We'll tell you if you're a fit.

We're not the only ones who see this. The independent research says exactly what we do.

80%+

of enterprise AI projects never reach meaningful production.

RAND · 2024

We build the foundation the AI stands on.

42%

of what your practice knows lives in one person's head and nowhere else.

Panopto

We get that knowledge out of people's heads and structure it so the practice owns it.

1.7×

faster revenue growth for AI leaders than the companies still catching up.

BCG · 2025

We get you moving before that gap compounds.

2×

the financial return when the foundation is rebuilt before AI goes in.

McKinsey · 2025

We structure the practice first, so the AI actually returns.

The 80% problem nobody sees

Most operational problems aren't about tools, headcount, or strategy. They're about knowledge.

The kind that lives in people's heads, scattered across drives, or doesn't exist anywhere at all.

/01

The pressure is real

AI is moving fast and other practices are already acting. You know you need to do something. You just don't know where to start, or what to build first.

/02

The problem is underneath

Most AI investments underperform not because of the technology, but because of what's underneath it. The knowledge that runs your practice lives in your physicians' heads and systems that don't talk to each other. You can't build on that and expect real results.

/03

The gap is widening

Those who hesitated on websites, then cloud, then EHR adoption spent years playing catch-up. Operational intelligence compounds faster than all of them combined. The practices building it now aren't just ahead. They're pulling away.

This is why AI keeps stalling inside good practices. You cannot automate what you do not understand.

How Zilla solves it

Not a tool. The operating system your practice runs on.

Zilla is the operational infrastructure your practice runs on, and the foundation that makes AI work at scale. We capture the knowledge trapped in your physicians, your staff, and your processes, and structure it into an intelligence layer your entire care team can use.

Everyone else hands you a roadmap or bolts another tool onto the chaos.
We build the operating system, and deploy AI on top of a foundation that actually holds.
The Living Map

Every practice runs on an operating system. Most just can't see it.

Your practice is more connected than your org chart shows. Zilla makes those connections visible: every process, owner, tool, and dependency in one queryable model.

Zilla // Living Map · Meridian Longevity Partners Mapped Risk
Click any node to inspect

This is your practice, the way it actually runs. Every process, owner, tool, and dependency, in one place you can finally see.

Traceable by design When the system doesn't have the answer, it shows you the gap instead of inventing one. Every answer it does give is traceable to where it came from.

Ask the operating system

Disciplined intelligence that stays honest.

This is the graph RAG agent running on a live operational map. Ask it how the practice works and it answers from the map itself. Every claim traces back to the evidence it came from, and when the map does not hold the answer, it shows you the gap instead of inventing one.

  • Grounded only in your data, never the open internet
  • Every answer traces back to a source on the map
  • Unknowns are flagged as gaps, never faked

Powered by one of the most rigorous evidence engines in the market.

Live demo · pre-loaded with a sample concierge longevity practice map. Type a question and watch it reason.

Meridian Co-Pilot
Connected to Meridian Longevity Partners
Graph RAG
Powered by Zilla
What Zilla surfaces

The gaps that quietly cost you the most.

Every Zilla map produces ranked, evidence-backed gaps with cost, impact, and recommended next steps.

Critical

Medical Director's protocol knowledge impacts 6 critical workflows

Single point of failure. Six critical care and compliance workflows depend on protocols that exist only in one physician's head, with no documented succession plan.

$0K/mo Estimated membership revenue at risk
High

Member onboarding has no clear owner

4 SOPs reference it. Recommended: assign role, standardize handoff between Growth and Clinical Operations.

0 SOPs Reference an unowned process
Moderate

Membership CRM dependency is weak across growth operations

Inconsistent tool usage across team. Recommended: tool consolidation review and a single source of truth for member data.

0 gaps Flagged across growth ops
What the engine uncovers

Insights you can trace to the root cause.

Zilla does not hand you a list of opinions. Every insight is a typed judgment, attached to a real coordinate in your practice, backed by evidence, and scored for confidence. Our consultants work to close them. The engine uncovers them.

No judgment without a coordinate. No coordinate without evidence.

Risk

A failure mode read off the structure. Single point of failure, no control, no successor.

Gap

A hole in what the practice knows. Unknown, unverified, or low confidence.

Contradiction

Where sources disagree on how the work actually happens.

Discovery

What we learned that no one had written down anywhere.

Recommendation

The next action, ranked by impact and named to a root cause.

Decision

A fork or conflict that needs a human call from leadership.

Anatomy of a judgment
Raw signal

"Dr. Bennett is the only one who really knows the protocol"

Zilla resolves it to a judgment
Risk

Single point of failure

Attached torole.medical_director
Impactsprocess.treatment_protocol_designkpi.membership_retention
Evidence27 corpus references
Confidence0.94
Root cause
  • Evidence

    27 references: Medical Director interview, 6 SOPs, 4 process docs.

  • Coordinate

    role.medical_director owns 7 processes.

  • Root cause

    No documented successor or backup coverage for any of the 7.

  • Judgment

    Single point of failure on care continuity.

How the consultant closes it

Assign and document a successor for the 7 owned processes, then verify coverage in a live patient week.

Raw signal

"People tell me different things about who approves the treatment plan"

Zilla resolves it to a judgment
Contradiction

Contested treatment-plan approval authority

Attached toprocess.treatment_plan_approval
Impactsrole.associate_physiciankpi.membership_retention
Evidence11 references, 3 sources disagree
Confidence0.78
Root cause
  • Evidence

    11 references across SOP v3, the EHR log, and 2 interviews.

  • Coordinate

    process.treatment_plan_approval resolves to two named approvers.

  • Root cause

    SOP says Associate Physicians approve plans under a set threshold. The Medical Director says she signs every plan.

  • Judgment

    Approval authority is contested and unenforced.

How the consultant closes it

Ratify a single approval authority with leadership, then rewrite the SOP to match what actually happens.

Raw signal

"We should probably fix onboarding at some point"

Zilla resolves it to a judgment
Recommendation

Assign an owner to Member Onboarding

Attached toprocess.member_onboarding
Impactskpi.membership_retentionrole.member_experience_dir
Evidence14 corpus references
Confidence0.88
Root cause
  • Evidence

    14 references: 4 SOPs, 3 member-experience tickets, 2 interviews.

  • Coordinate

    process.member_onboarding has no owner.

  • Root cause

    The Growth to Clinical handoff is undocumented and quietly drops.

  • Judgment

    Naming an owner closes the upstream cause of attrition.

How the consultant closes it

Name a permanent owner, document the handoff, and set a retention checkpoint to confirm the fix holds.

The audit trail

Nothing changes without a record.

Every source we ingest, every gap we close, every SOP we update, and every time someone touches the map is captured, timestamped, and immutable. You can see exactly how the intelligence was built, and prove it.

  • Sources ingested
  • Change log
  • View and access log
  • Gaps closed
  • SOPs updated
  • Graph rebuilds

Immutable by design. Exportable for SOC 2 and HIPAA review.

Zilla // Audit Trail · Meridian Longevity Partners Live
Jun 2616:01
View
Map viewed by Practice AdministratorClinical Operations layer
Jun 2615:12
SOP
Physician coverage protocol v2 documentedOwner: Lead Physician
Jun 2615:10
Gap
Gap closed: Member Onboarding owner assigned4 SOPs reconciled
Jun 2614:48
Graph
Operating map rebuilt22 nodes, 37 edges
Jun 2614:32
Ingest
142 documents ingested from Google DriveSOPs, protocols, membership pricing
Jun 2511:45
Access
API key rotatedScoped read-only
Jun 2509:20
Edit
Care Coordination process editedOwner: Lead Physician
Jun 2418:02
Gap
New gap flagged: Membership CRM inconsistent usage3 gaps across growth ops
Jun 2417:30
Ingest
Membership CRM export synced1,204 records
Jun 2310:15
Graph
Dependency addedMedical Director to Care Coordination
1,418 events logged Immutable Exportable
Four steps · We do the heavy lifting

From tribal knowledge to an operating system.

01

Extract

Pull the knowledge out of your physicians' and staff's heads.

02

Map

Structure how the practice actually runs.

03

Audit

Find the gaps before they reach a patient.

04

Act

Deliver the implementation plan and execute it.

What you get

Four deliverables, built on how your practice actually operates.

/01

A system that knows your practice

Ask it anything about how the practice runs and get a sourced answer, built only on your data. Your team stops asking you the same questions.

/02

SOPs that stay alive

Documented and updated as the practice changes, so nothing breaks when a physician or staff member leaves.

/03

A running gap assessment

Every risk and broken process, ranked by cost and impact, so you see what's about to bite before it reaches a patient.

The Cleanest AI Roadmap Available

Your AI Implementation Plan

Not a generic roadmap, a sequenced plan that names the root causes we found and exactly where AI goes first, built on how your practice actually operates.

The final deliverable

The AI Implementation Plan.

After we map the practice and close the gaps, we model what your operation looks like at its highest and best optimization. Then we turn that model into a sequenced AI implementation plan, so every build addresses a root cause instead of bolting another one-off agent onto the chaos.

Root-cause builds, not band-aids.

The usual way

Random one-off AI agents

  • Disconnected from how the practice actually runs
  • Redundant, overlapping, and quietly abandoned
  • Breaks the moment the process underneath it changes
  • Spend that never compounds into anything
The Zilla way

Sequenced root-cause builds

  • Each build resolves a mapped root cause
  • Sequenced by leverage and dependency
  • Built on a foundation that holds as you grow
  • Every dollar compounds into your operating system
Your plan, sequenced

We model the optimum, then sequence the builds to reach it. Highest and best leverage first, each one named to the root cause it resolves.

  1. 01

    Protocol Copilot

    Codifies the Medical Director's treatment protocols into a copilot the whole clinical team uses, so care never depends on one physician again.

    Resolves role.medical_director
    Critical Leverage
  2. 02

    Onboarding Orchestration

    Automates and documents the member onboarding handoff, removing the ownership gap that currently touches three teams.

    Resolves process.member_onboarding
    High Leverage
  3. 03

    Retention Signal Agent

    Flags at-risk members before they churn, closing the upstream cause the map traced back to onboarding.

    Resolves kpi.membership_retention
    High Leverage
  4. 04

    Approval Guardrail

    Enforces a single, sourced treatment-plan approval path inside the EHR, ending the contested authority before it costs another patient relationship.

    Resolves process.treatment_plan_approval
    Medium Leverage

You stop paying for AI pilots that do not compound, and start building the operating system the AI runs on.

Root-cause builds only Sequenced by leverage No redundant agents Spend that compounds
What deploying Zilla solves

The outcomes, in plain language.

  1. 01

    Leadership stops being the bottleneck

    The knowledge that runs the practice lives in a system the whole team can query, not one physician's head.

  2. 02

    Physician-dependency risk is eliminated

    When a physician or key staff member leaves, the knowledge stays. The practice is worth more, not held hostage by its most senior clinicians.

  3. 03

    The practice does more without adding headcount

    Recovered capacity goes straight to the bottom line.

  4. 04

    Errors get caught before they reach the patient

    Gaps are flagged before they become fires.

  5. 05

    AI gets deployed where it actually pays off

    A sequenced plan built on how your practice runs, not a generic recommendation.

Your system, your data, your keys

Everyone else hosts your practice. Zilla does the opposite.

Everyone else hosts your practice on their servers. You rent access to your own operation. Zilla is the opposite.

Ownership

Your database, your repo, your keys. You own all of it.

Data security

Connected through your own API keys. Reasoned in memory, never stored.

Compliance

Built for HIPAA, SOC 2, and SOC 3, with signed BAAs and PHI access audit logging as part of every deployment.

Isolation

A fully dedicated environment per client. No shared infrastructure.

Built for your specialty

Your specialty is already mapped. We start there.

Zilla begins with how your specialty actually works. The referral flow, protocols, KPIs, and physician dependencies that exist in your practice type, modeled and ready on day one.

You're not starting from a blank canvas. You're starting from a working model and tuning it to your practice.

Zilla // Specialty Library Model 001
Dermatology, orthopedics and non-operative sports medicine, functional and integrative medicine, regenerative medicine, longevity and precision health, concierge and membership-driven practices, multi-site physical therapy, and academic integrative and regenerative medicine centers, with operational models preloaded.
Protocols · Referral Flow · Roles · Physician Dependencies preloaded
Functional & Integrative Medicine Regenerative Medicine Longevity & Precision Health Concierge & Membership Medicine Orthopedics & Sports Medicine Multi-Site Physical Therapy Dermatology Academic Integrative Centers
Begin the map

Be the leader who gets AI right,
not the one who explains why it failed again.

Zilla is the operating system your practice runs on, and the center of excellence it scales from.

Every month you wait, the chaos compounds. Start with one conversation.

See your practice mapped

Book a discovery call. Tell us where you need AI to take your practice. We'll tell you if you're a fit.