00 The Road Ahead

Building smarter back-office support for home health.

Our AI roadmap is built to back up the specialists behind your operations, not replace them. We're developing tools that help review claims, codes, and documentation, spot patterns sooner, and flag risks before they turn into costly delays, with a person checking the work at every step.

Roadmap · build log In progress
predictive-denial-review62%In Dev
oasis-assessment-support48%In Dev
coding-assistance-engine55%In Dev
revenue-intelligence40%In Dev
human-review-checkpointRequired
building features that assist specialists
01 What We're Building

AI that supports the work we already do.

Every feature below maps to a service our team performs today. AI is being developed to help our specialists recognize patterns faster, identify risk earlier, and work from cleaner data. The expertise stays; the bottlenecks become easier to manage.

he expertise stays; the bottlenecks disappear.

MOD-01 In Development

Predictive Denial Review

Designed to analyze claim patterns and surface common issues before submission, helping specialists catch problems that may be missed during manual review.

Assists Billing & Claims
Build progress62%
MOD-02 In Development

OASIS Assessment Support

Designed to flag inconsistencies, missing details, and common documentation concerns for specialist review before assessments affect reimbursement, quality reporting, or compliance readiness.

Assists OASIS Review
Build progress48%
MOD-03 In Development

Coding Assistance Engine

Designed to suggest possible ICD-10 coding considerations based on clinical documentation, so coders can review, validate, adjust, and finalize each code with full context.

Assists Coding
Build progress55%
MOD-04 In Development

Revenue Intelligence

Designed to surface revenue trends, denial patterns, aging concerns, and follow-up priorities, with the underlying data visible for review.

Assists Revenue Cycle
Build progress40%
MOD-05 In Development

Smart Intake Assistance

Designed to help organize intake forms, route information, flag missing details, and support eligibility review, with specialists handling exceptions and final review.

Assists Patient Intake
Build progress70%
MOD-06 In Development

Compliance Review Assistant

Designed to help identify documentation gaps, audit-readiness issues, and workflow risks. Output requires human review and is not a compliance determination.

Assists Audit Support
Build progress45%
02 AI Pipeline

The same pipeline. Smarter checkpoints.

How AI can support the revenue cycle, with specialist review at every critical step.

1

Referral In

AI helps capture, organize, and route referral information for specialist review

out: routed for review
2

Verification Assist

Eligibility, authorization needs, and payer requirements are surfaced for review

out: ready for review
3

Smart Coding

Clinical notes help generate draft ICD-10 considerations for coder validation

out: draft coding suggestions
4

Clean Submit

Claims are checked for common issues and queued with specialist oversight

out: claim review ready
5

Revenue Visibility

Payment status, denials, aging, and follow-up priorities are surfaced for action

out: status updated
03 Design Targets

What we're building toward.

Honest goals, not guarantees — every AI feature is in development and built around human oversight.

Fewer preventable denials

Target

Faster processing

Target

Higher coding precision

Target

Workflow oversight

Ongoing

Design targets are based on internal planning and workflow modeling. Actual performance will vary by client workflow, payer mix, documentation quality, platform access, and claim volume. All AI features listed are in development.

04 Built Around Our Services

Every AI feature starts with a service you already use.

Today, J&D supports agencies through intake, case management, OASIS review, coding, billing, plan of care, and audit support. Our next step is making each of those workflows more efficient through practical automation.

We're building AI to strengthen the work our specialists already perform, organizing referrals, surfacing documentation gaps, improving coding review, and reducing preventable delays before they slow cash flow.

The goal isn't technology for its own sake. It's better turnaround, cleaner claims, and more capacity for your agency to focus on patient care and growth.

AI features described here are in development and intended to assist trained specialists, not replace them. Any output requires human review before it is acted on, and none of it constitutes a compliance determination, coding decision, or legal advice.
Service → AI assist Mapped
Patient IntakeEligibility assist and routing
OASIS ReviewPattern and gap detection
CodingDraft ICD-10 suggestions with rationale
Billing & ClaimsPredictive denial review
Audit SupportDocumentation-gap prompts
human review required at every step

Smarter support is being built. Your team can be early.

Talk to us about where your operations stand today, and how our roadmap can support them next.