AkaroAkaro
Vol. I — The Pre-Visit Readiness Layer — Plate 01

From referral received
to patient ready
for the physician.

Akaro helps practices grow referral relationships and keeps every patient's path moving — from the referral network upstream to the moment the physician is ready.

Find more referrals. Lose fewer. Get every patient ready.
Continuous vertical Victorian mechanical apparatus processing documents top to bottom
FIG.01
Referral
FIG.02
Match
FIG.03
Outreach
FIG.04
Auth
FIG.05
Records
FIG.06
Ready
Keep your EHR. Keep your workflow. Remove the repetitive work.
Patient Calls+Payer Calls+Fax+Portals+EHR
01
Intricate 19th-century mechanical engraving illustrating the complexity of administrative workflows in medicine
Vol. I — The Burden of AdministrationObserve the accumulation of peripheral tasks obscuring the clinical encounter.

The physician sees one patient.
The staff sees twenty workflows.

Before a physician enters the room, someone has already opened the fax, matched the patient, reviewed the referral, called the patient, chased the authorization, pulled outside records and rebuilt the story.

The problem is not that these workflows exist. The problem is that no single system knows whether the patient is actually ready.

  • Referral received ≠ ready.
  • Appointment scheduled ≠ ready.
  • Authorization submitted ≠ ready.
  • Records requested ≠ ready.

Akaro tracks the state of the entire pre-visit journey.

The Administrative Cost of Care

The burden is measurable.

13 HOURS / WEEK

Physicians and their staff spend an average of approximately 13 hours per physician each week completing prior authorization work.

Source: AMA — Prior Authorization Physician Survey
40 PRIOR AUTHS / WEEK

Physicians report approximately 40 prior authorization requests per physician per week.

Source: American Medical Association
45%

In a March 2026 MGMA poll, 45% of practice leaders said eligibility and prior authorization consumed the most staff phone time (31% identified scheduling).

Source: MGMA Stat — March 2026
$20 BILLION

CAQH estimates approximately $20 billion in annual industry savings remain available by transitioning administrative healthcare transactions to fully electronic workflows.

Source: CAQH — 2024 Index
A Matter of Philosophy

Software usually asks you to change your workflow.
Akaro changes the software.

Every practice defines "ready" differently. Different visit types require different records. Different payers create different authorization paths. Different physicians want different information before the encounter. Different practices sequence the work differently.

Akaro models those rules instead of forcing every practice into the same workflow.

The workflow stays yours. Readiness becomes a system.

Plate III. The Adaptable Machine
Engraving showing a rigid machine forcing a person to contort vs an adaptable machine molding to the person
The mechanical apparatus conforms to the operator, rather than the inverse.
Plate II. Systems Integration
Engraving showing multiple channels like phone, fax, and portals merging into a central Akaro node, then flowing into the EHR
The convergence of external inputs into a singular system of record.
The Central Node

We are not asking you to replace your EHR.

Your EHR records the encounter. Akaro gets the encounter ready.

Akaro coordinates work across patient calls, payer calls, faxes, portals and documents — while your EHR remains the clinical system of record.

PATIENT CALLS|PAYER CALLS|FAX|PORTALS|DOCUMENTS
Akaro
TargetYour Existing EHR
THE READINESS GRAPH

Every patient has
a different path to ready.

Different encounters require different things. A referral. An authorization. Outside records. Patient confirmation. Clinical context. Missing documentation.

Akaro creates a live readiness graph for every encounter — mapping what is complete, what is missing, what can happen automatically and what still needs human attention.

Fig 01. The Readiness State
Sarah Miller
New Patient Consult — Thursday 10:30 AM
Pre-Visit Readiness
67%
✓Referral received
✓Patient matched
✓Appointment confirmed
◉Authorization pending
✕Outside record missing
✓Chief complaint captured
Status
NOT YET READY
Referral Growth

The referral you never received matters too.

Specialist growth depends on referring physicians.

Most practices can tell you who sent a referral. Far fewer can tell you:

  • who used to refer and stopped
  • where that volume appears to be going now
  • which referring practices have relevant patient volume you are not getting
  • where referrals are leaking before they become scheduled patients
  • whether slow intake, missing records, or authorization delays may be hurting referral relationships

Akaro connects referral intelligence with what actually happened operationally.

Referral growth and referral operations are not separate problems.
They are the same system.
See where referrals are leaking
Engraved referral network map showing named referring physicians connected to the practice, with Dr. Robert Smith's line thinning and breaking to show a declining referral relationship
DR. ROBERT SMITH
PRIMARY CARE
2025 Referrals
46
2026 YTD
17
↓ 43%
✓6 referrals delayed more than 3 days
✓4 referrals never scheduled
✓Referral volume declining
✓No recent outreach from the practice

Akaro surfaces the relationship and shows the operational context behind it.

Illustrative example. Not actual Akaro customer data.

The relationship starts before the referral arrives.

Akaro helps practices understand the referral network upstream — then runs the operational work downstream.

Referral Network
→
Referral Received
→
Patient Ready

Akaro does not stop at identifying referral opportunity.

Once the referral arrives, Akaro runs the operational work required to move the patient forward.

One Operating System, Six Agents
Network
Referral Growth Agent
Received
Referral Intake Agent
Outreach
Patient Outreach Agent
Patient voice
Auth
Prior Auth Agent
Payer portal + phone
Records
Records Agent
Ready
Readiness Agent
Patient Voice + Payer Voice

Akaro works both sides of the phone.

Patient calls are only half the work.

Staff also spend hours navigating payer IVRs, checking authorization status, clarifying missing information, following up on benefits and waiting for representatives.

Akaro coordinates both sides.

Patient-facing voice helps move the patient forward. Payer-facing voice helps move the administrative work forward.

Engraved telephone switchboard system with a patient telephone station on the left, a payer telephone station on the right, and an Akaro routing mechanism in the center connecting both with wires, a call ledger and an authorization form
Patients on one side.
Payers on the other.
Akaro in the middle.
Execution Surfaces
Voice
Patient calls + Payer calls
Fax
Portals
Documents
EHR
Prior Authorization, End to End
Requirement identified
→
Documentation assembled
→
Submission
→
Status check via
Payer portal
or
Payer phone / IVR
↓
Status received
→
Evidence recorded
→
EHR / workflow updated
If exception:
Escalate to staff
Prior Authorization Agent

Determines requirements, gathers supporting documentation, submits through supported channels, works payer portals and phone workflows, tracks status, and escalates exceptions when staff intervention is required.

Payer Operations Agent

Handles repetitive payer phone and portal work across authorization, eligibility, benefits, status follow-up and other supported administrative workflows.

  • Navigate payer IVRs
  • Check authorization status
  • Confirm missing information
  • Follow up on administrative requirements
  • Retrieve status updates
  • Document call outcomes
  • Return structured results to the workflow
  • Escalate exceptions to staff
The phone becomes part of the workflow — not another queue for staff.
The Six Stages of Preparation

A precise choreography of administrative events.

I
Stage 01

INTAKE READY

The conversation starts before the visit.

Intake

Akaro's voice agent handles appointment confirmation and intake, captures the reason for the visit and turns the conversation into a structured Chief Complaint for the chart.

☙The reason for the visit is already in the chart.
Vintage illustration of intake ready
II
Stage 02

DOCUMENTS READY

Every fax knows where it belongs.

Fax Intelligence

Akaro identifies what the fax is, matches it to the correct patient, routes it to the right workflow and files it in the EHR.

☙No shared inbox archaeology.
Vintage illustration of documents ready
III
Stage 03

REFERRAL READY

A referral should trigger a workflow.

Referral Orchestration

When a referral arrives, Akaro can trigger patient outreach, scheduling steps, authorization workflows, missing-information requests and internal routing automatically.

☙The referral keeps moving even when nobody is watching the inbox.
Vintage illustration of referral ready
IV
Stage 04

AUTHORIZATION READY

Authorization should move with the patient.

Prior Authorization

Akaro determines requirements, assembles supporting documentation, supports submission, and checks status through the payer portal or by phone — navigating supported IVR workflows — then escalates to staff when additional documentation or judgment is needed.

☙Less chasing. Fewer stalled patients.
Vintage illustration of authorization ready
V
Stage 05

RECORDS READY

The chart should already know the story.

Outside Records

Akaro can access external portals, retrieve relevant records, extract key clinical information and place source documents back into the patient chart.

☙The physician spends less time reconstructing history.
Vintage illustration of records ready
VI
Stage 06

ENCOUNTER READY

Everything arrives before the physician does.

Pre-Visit Snapshot

Chief Complaint, referral context, outside records and extracted HPI are assembled into a concise pre-visit snapshot so the physician enters the encounter with the story already organized.

☙The visit begins with the patient.
Vintage illustration of encounter ready
Plate VII. ConclusionPatient Ready
Referral understood.
Records assembled.
Authorization tracked.
Context prepared.

The physician can begin with the patient.

The Operating Layer

Akaro is the operating layer from referral growth to patient readiness.

The Observable Queue

What percentage of tomorrow's patients
are actually ready?

Pre-Visit Ready Rate

The percentage of scheduled encounters that have satisfied their required administrative dependencies before the configured readiness deadline.

Akaro gives operations teams one measurable answer instead of six disconnected queues.

FIG 02.
Schedule BreakdownTOMORROW
47
Total Encounters
Ready for physician41
Missing outside records3
Authorization dependencies2
Patient unreachable1
Pre-Visit Ready Rate
87%

Illustrative readiness view. Actual workflows and readiness criteria vary by practice.

Before Akaro,
readiness lives in people's heads.
With Akaro,
it becomes a system.

The structural difference between unknown dependencies and observable state.

Fig A. The Unseen Process

INVISIBLE
No visibility into which referral relationships are growing or fading.
INBOXES
Work lives across multiple inboxes and portals.
QUEUES
Different queues for calls, faxes and authorizations.
LATE
Dependencies are discovered late.
SERIAL
Tasks happen sequentially.
FRAGMENTED
There is no single readiness state.

Fig B. The Observable System

TRACKED
Referral relationships and volume trends are visible over time.
OBSERVABLE
Dependencies are visible.
EARLY
Missing work is identified early.
PARALLEL
Tasks can run in parallel.
MANAGED
Exceptions surface before the encounter.
EVIDENCED
Evidence is attached to every completed step.

One readiness state.

Illustrative workflow. Actual timing varies by practice and configuration.

Evidence-Backed Execution

Ready doesn't mean
"the AI says so."

Every completed step can carry evidence.

Every action.
Every status.
Every source.
Authorization
✓Submitted
✓Confirmation captured
✓Source attached
Outside Records
✓Retrieved
✓Relevant document identified
✓Source added to chart
Patient Outreach
✓Patient reached
✓Appointment confirmed
✓Chief Complaint captured
Payer Call
✓UnitedHealthcare contacted
✓Auth status confirmed
✓Outcome logged to workflow

Illustrative example. Not actual Akaro customer data.

Akaro Superintelligence Lab

Studying how healthcare workflows become ready.

Healthcare operations are complex systems of dependencies, exceptions, people, documents and decisions. The Akaro Superintelligence Lab studies how AI can represent, reason over, evaluate and execute those workflows safely in real healthcare environments.

01
Referral Network Intelligence

How do we surface referral patterns and signals without overclaiming certainty?

02
Readiness Graphs

How do we represent everything that must become true before an encounter?

03
Workflow Reasoning

How does the system determine what should happen next?

04
Agent Orchestration

How do voice, document, portal and EHR agents coordinate?

05
Evidence-Based Evaluation

How do we verify that work was actually completed?

06
Human Intervention

Where should automation stop and staff take over?

Akaro is building healthcare operations superintelligence — starting with getting every patient ready for the encounter.

T

The best moment in healthcare is still
a physician sitting with a patient.

Akaro makes sure everything before that moment
is ready.

Less time reconstructing the journey.
More time beginning with the patient.

Inquiry Ledger

Show us your workflow.

Show us what's happening with your referrals — and what "ready" means once they arrive.

We'll map the opportunity and the dependencies, and show you how Akaro can coordinate the work around your existing systems.