This atlas scores 169 workflows across home health and hospice revenue cycle and operations on two axes: automation opportunity and implementability. Fourteen weighted inputs feed both scores, and the method, weights and thresholds are published. Every number resolves to the downloadable workbook, so any reader can rebuild the ranking.

1: Claim Submission · opportunity 77.6, readiness 83.4
2: Payment Posting · opportunity 80.7, readiness 74.6
3: Coding and OASIS · opportunity 84.2, readiness 68.9
4: VOB · opportunity 73.7, readiness 74.6
5: Denial Mgmt · opportunity 84.3, readiness 64.2

Figure 1. All 169 workflows by opportunity against readiness. Both thresholds are drawn at 60. The five highest-ranked carry their rank. Home Health AI Atlas, edition 2026.1-analyst.

How were the 169 workflows scored?

Each workflow carries two scores out of 100. Opportunity measures the financial and operational value of automating that workflow. Readiness measures how feasible automation is with current technology and data. Fourteen weighted inputs feed the two scores, and the method page publishes every input, weight and threshold used.

Both scores are crossed at a threshold of 60 to form four quadrants. Forty-three workflows, 25.4 percent, land in accessible opportunity: above threshold on readiness, below it on opportunity. Fifty-four, 32.0 percent, form the high-priority pool, above threshold on both. Thirty-five are strategic validation and 37 are watch.

The ranking was stress-tested by redrawing every one of the 14 weights up to 25 percent higher or lower, uniformly, across 5,000 runs. The quadrant boundaries and the leading workflows held.

Which workflow ranks first, and how reliably?

Claim assembly and submission. It scores 77.6 on opportunity and 83.4 on readiness, the highest priority score in the atlas at 80.4, and it ranked first in all 5,000 simulation runs with every weight jittered up to 25 percent. It stayed in the top three in every run.

The story it leads is claim quality: assessments, codes, notices and clocks. Claim submission works on data that is already structured, which is what drives its 83.4 readiness against a 77.6 opportunity. That combination, not agency size, is what the axes reward.

For comparison, denial management DM3 scores 84.3 on opportunity, higher than claim submission, but its readiness is 64.2, so it ranks fifth. Payment posting ranks second at 77.6 priority, with 80.7 opportunity and 74.6 readiness.

What are the ten business stories?

The 169 workflows group into ten stories, each tying a cluster of workflows to a question an operator recognizes: getting a compliant start of care, clearing payment, filing clean claims, collecting cash, recovering denials, protecting period revenue, managing episodes, intake speed, clinician capacity, and the back office. Each story has a topic page.

Claim quality, best CS1, 20 workflows, mean opportunity 68.6. Denial recovery, best DM3, 12 workflows, mean 73.8. Eligibility and a compliant start of care, best VB3, 22 workflows, mean 65.8. Cash application and underpayment recovery, best PP4, 16 workflows, mean 59.5.

Period, per-diem and cap revenue integrity, best AN1, 14 workflows, mean 61.2. Authorization and payer clearance, best AU5, 10 workflows, mean 66.0. Episode management and quality measures, best CP4, 14 workflows, mean 63.1. Referral intake, best PA7, 18 workflows, mean 56.8. Clinician capacity and drive time, best SC2, 14 workflows, mean 56.7. Back office, best CL2, 29 workflows, mean 45.3.

Where does the opportunity sit?

In revenue cycle management. The 112 revenue-cycle workflows carry a mean opportunity of 63.2 out of 100, against 54.6 for the 57 operations workflows. All five of the top five are revenue-cycle work: claim submission, payment posting, OASIS coding, benefit verification and denial management.

By story, denial recovery carries the highest mean opportunity at 73.8, and claim quality carries the most high-priority members at 14 of the 54. The operations pillar is not empty: clinician capacity and intake both hold mean opportunities near 57, and one operations workflow, episode management, reaches the top fifteen at rank 14.

The quadrants put this in proportion: 25.4 percent of workflows are accessible opportunity, 32.0 percent high-priority, 20.7 percent strategic validation, 21.9 percent watch. The sortable ranking below the chart lets any reader filter by pillar, story or score.

How should an agency read the quadrants?

Read them as a sequence, not a verdict. The 54 high-priority workflows are worth acting on now. The 43 accessible ones are quick wins with smaller payoffs. The 35 strategic-validation workflows need capability that is still arriving. The 37 watch workflows are worth monitoring, not funding, at current readiness.

A quadrant is a snapshot under the published weights, not a permanent label. A workflow moves when its readiness inputs move: when assessment data, remittance formats or payer portals become reliably machine-readable, watch workflows cross the threshold. The two inputs measuring fit with the authors' own tools are excluded from every published score, which keeps the axes comparable across vendors.

The chart plots all 169 so outliers stay visible; the table underneath repeats the ranking for readers without JavaScript.

What is the method and the disclosure?

The authors build AI systems for home health and hospice agencies. That interest is stated on the page rather than left for a reader to infer. The 14 inputs and their weights are published in full, and two inputs that measure fit with the authors' own tools are excluded from every score published here.

Both axes draw on the same workbook. Fourteen inputs feed them; every input, its weight and the quadrant threshold of 60 are published on the method page, so any reader can rebuild the ranking from the workbook. Every number on this page resolves to that workbook, and the workbook is downloadable in full.

The edition of record is 2026.1-analyst. Where the atlas cites a rule, it cites the Federal Register or the eCFR text, never a summary, and the citation carries the date it was accessed.

Can the atlas be downloaded and reused?

Yes. The workbook with all 169 scored workflows is downloadable from this page, under a CC BY 4.0 licence, so it may be reused and adapted with attribution. The method page carries the suggested citation. The ranking table is sortable and exportable.

Reuse is the point of the edition number. Scores are pinned to edition 2026.1-analyst, so a citation made today resolves to the same numbers later. Reporters and analysts are the intended readers: the headline finding and the rank-one stability figure are written to be quoted without calling anyone.

The atlas replaces the earlier AI shift timeline, index and thesis pages for this vertical. Those frames described the direction of travel; this one measures it, workflow by workflow, and the workbook is the record.

Rank	ID	Workflow	Opportunity /100	Readiness /100
1	CS1	Claim Submission	77.6	83.4
2	PP4	Payment Posting	80.7	74.6
3	CD2	Coding and OASIS	84.2	68.9
4	VB3	Verification of Benefits	73.7	74.6
5	DM3	Denial Management	84.3	64.2

Table 1. The five workflows labelled on the chart, by priority rank (table view for readers without JavaScript)

Rank	Category	Story	Opportunity	Readiness	Quadrant
1	Claim Submission	Claim quality: assessments, codes, notices and clocks	77.6	83.4	High-priority pool
2	Payment Posting	Cash application and underpayment recovery	80.7	74.6	High-priority pool
3	Coding and OASIS	Claim quality: assessments, codes, notices and clocks	84.2	68.9	High-priority pool
4	VOB	Eligibility, orders and a compliant start of care	73.7	74.6	High-priority pool
5	Denial Mgmt	Denial recovery, medical review and appeals	84.3	64.2	High-priority pool
6	Period Revenue	Period, per-diem and cap revenue integrity	78.4	68.9	High-priority pool
7	Coding and OASIS	Claim quality: assessments, codes, notices and clocks	77.6	68.9	High-priority pool
8	Coding and OASIS	Claim quality: assessments, codes, notices and clocks	77.6	68.9	High-priority pool
9	Prior Authorization	Authorization, pre-claim review and payer clearance	71.3	74.6	High-priority pool
10	Payment Posting	Cash application and underpayment recovery	75.4	69.7	High-priority pool
11	Coding and OASIS	Claim quality: assessments, codes, notices and clocks	75.9	68.9	High-priority pool
12	Denial Mgmt	Denial recovery, medical review and appeals	81.1	64.2	High-priority pool
13	Certification and Orders	Eligibility, orders and a compliant start of care	81.1	63.9	High-priority pool
14	Care Pathway	Episode management, hospice eligibility and quality measures	77.6	66.5	High-priority pool
15	Period Revenue	Period, per-diem and cap revenue integrity	77.2	66.5	High-priority pool
16	Claim Submission	Claim quality: assessments, codes, notices and clocks	71.3	72.1	High-priority pool
17	Coding and OASIS	Claim quality: assessments, codes, notices and clocks	80.7	63.6	High-priority pool
18	AR Mgmt	Cash application and underpayment recovery	69.3	73.8	High-priority pool
19	Period Revenue	Period, per-diem and cap revenue integrity	73.4	68.9	High-priority pool
20	Payment Posting	Cash application and underpayment recovery	70	72.1	High-priority pool
21	Denial Mgmt	Denial recovery, medical review and appeals	75.9	66.5	High-priority pool
22	Denial Mgmt	Denial recovery, medical review and appeals	74.6	66.5	High-priority pool
23	Claim Submission	Claim quality: assessments, codes, notices and clocks	68.4	72.1	High-priority pool
24	New Patient Access	Eligibility, orders and a compliant start of care	68.2	72.1	High-priority pool
25	VOB	Eligibility, orders and a compliant start of care	67.7	72.1	High-priority pool
26	Certification and Orders	Eligibility, orders and a compliant start of care	78.8	61.7	High-priority pool
27	Denial Mgmt	Denial recovery, medical review and appeals	81.7	58.9	Strategic validation
28	Certification and Orders	Eligibility, orders and a compliant start of care	84.2	57.1	Strategic validation
29	AR Mgmt	Cash application and underpayment recovery	68.6	69.7	High-priority pool
30	Coding and OASIS	Claim quality: assessments, codes, notices and clocks	66.1	72.1	High-priority pool
31	VOB	Eligibility, orders and a compliant start of care	70.8	67	High-priority pool
32	Claim Submission	Claim quality: assessments, codes, notices and clocks	64.7	73.1	High-priority pool
33	Denial Mgmt	Denial recovery, medical review and appeals	70.8	66.5	High-priority pool
34	Certification and Orders	Eligibility, orders and a compliant start of care	73.4	63.9	High-priority pool
35	Scheduling	Clinician capacity, visit scheduling and drive time	69.8	67	High-priority pool
36	Period Revenue	Period, per-diem and cap revenue integrity	67.9	68.9	High-priority pool
37	Scheduling	Clinician capacity, visit scheduling and drive time	64.5	72.1	High-priority pool
38	Care Pathway	Episode management, hospice eligibility and quality measures	74.3	61.7	High-priority pool
39	Payment Posting	Cash application and underpayment recovery	59	77.3	Accessible opportunity
40	Period Revenue	Period, per-diem and cap revenue integrity	68.2	66.5	High-priority pool
41	Prior Authorization	Authorization, pre-claim review and payer clearance	79.3	57.1	Strategic validation
42	Denial Mgmt	Denial recovery, medical review and appeals	69.2	65.1	High-priority pool
43	AR Mgmt	Cash application and underpayment recovery	64.7	69.7	High-priority pool
44	Certification and Orders	Eligibility, orders and a compliant start of care	58.8	76.3	Accessible opportunity
45	Claim Submission	Claim quality: assessments, codes, notices and clocks	64.7	69	High-priority pool
46	Patient Access	Referral intake and the patient and family ledger	71.8	61.7	High-priority pool
47	Claim Submission	Claim quality: assessments, codes, notices and clocks	60.6	73.1	High-priority pool
48	Denial Mgmt	Denial recovery, medical review and appeals	77.1	57.1	Strategic validation
49	Scheduling	Clinician capacity, visit scheduling and drive time	68.2	64.7	High-priority pool
50	Prior Authorization	Authorization, pre-claim review and payer clearance	63	69.7	High-priority pool
51	VOB	Eligibility, orders and a compliant start of care	59	74.2	Accessible opportunity
52	Prior Authorization	Authorization, pre-claim review and payer clearance	66.9	64.7	High-priority pool
53	Coding and OASIS	Claim quality: assessments, codes, notices and clocks	64.7	66.5	High-priority pool
54	VOB	Eligibility, orders and a compliant start of care	58.9	73.1	Accessible opportunity
55	Denial Mgmt	Denial recovery, medical review and appeals	75.5	56.8	Strategic validation
56	Patient Access	Referral intake and the patient and family ledger	71.8	59.5	Strategic validation
57	Care Pathway	Episode management, hospice eligibility and quality measures	68.7	61.7	High-priority pool
58	AR Mgmt	Cash application and underpayment recovery	61.4	69	High-priority pool
59	Claim Submission	Claim quality: assessments, codes, notices and clocks	61	69	High-priority pool
60	Care Pathway	Episode management, hospice eligibility and quality measures	73	57.1	Strategic validation
61	New Patient Access	Eligibility, orders and a compliant start of care	64.5	64.7	High-priority pool
62	Period Revenue	Period, per-diem and cap revenue integrity	57.6	72.1	Accessible opportunity
63	Patient Comm	Episode management, hospice eligibility and quality measures	59.3	69.7	Accessible opportunity
64	Period Revenue	Period, per-diem and cap revenue integrity	66.1	61.7	High-priority pool
65	Patient Comm	Episode management, hospice eligibility and quality measures	58.4	69.7	Accessible opportunity
66	New Patient Access	Eligibility, orders and a compliant start of care	70.7	57.1	Strategic validation
67	Coding and OASIS	Claim quality: assessments, codes, notices and clocks	75.5	53.3	Strategic validation
68	Care Pathway	Episode management, hospice eligibility and quality measures	73	55	Strategic validation
69	Denial Mgmt	Denial recovery, medical review and appeals	65.3	61.4	High-priority pool
70	Patient Billing	Referral intake and the patient and family ledger	57.1	69.7	Accessible opportunity
71	Patient Access	Referral intake and the patient and family ledger	73.4	53.7	Strategic validation
72	VOB	Eligibility, orders and a compliant start of care	63.8	61.8	High-priority pool
73	Claim Submission	Claim quality: assessments, codes, notices and clocks	57.2	69	Accessible opportunity
74	Certification and Orders	Eligibility, orders and a compliant start of care	71.4	55	Strategic validation
75	Compliance	Additional enterprise and back-office opportunities	68.8	57.1	Strategic validation
76	Supply Chain	Period, per-diem and cap revenue integrity	66.1	59.5	Strategic validation
77	Claim Submission	Claim quality: assessments, codes, notices and clocks	53.9	73.1	Accessible opportunity
78	Care Pathway	Episode management, hospice eligibility and quality measures	70.9	55	Strategic validation
79	Care Pathway	Episode management, hospice eligibility and quality measures	65.6	59.5	Strategic validation
80	Patient Billing	Referral intake and the patient and family ledger	56.6	69	Accessible opportunity
81	Scheduling	Clinician capacity, visit scheduling and drive time	68.2	57.1	Strategic validation
82	AR Mgmt	Cash application and underpayment recovery	52.8	73.8	Accessible opportunity
83	Coding and OASIS	Claim quality: assessments, codes, notices and clocks	72.7	53.3	Strategic validation
84	Denial Mgmt	Denial recovery, medical review and appeals	69.7	55	Strategic validation
85	Supply Chain	Period, per-diem and cap revenue integrity	56.9	67	Accessible opportunity
86	Prior Authorization	Authorization, pre-claim review and payer clearance	71.3	52.5	Strategic validation
87	Denial Mgmt	Denial recovery, medical review and appeals	61	61.4	High-priority pool
88	Certification and Orders	Eligibility, orders and a compliant start of care	56.9	64.7	Accessible opportunity
89	Patient Billing	Referral intake and the patient and family ledger	54.9	67	Accessible opportunity
90	AR Mgmt	Cash application and underpayment recovery	53.2	69	Accessible opportunity
91	Patient Access	Referral intake and the patient and family ledger	58.4	61.8	Accessible opportunity
92	Care Pathway	Episode management, hospice eligibility and quality measures	68.2	52.5	Strategic validation
93	AR Mgmt	Cash application and underpayment recovery	53.2	66.7	Accessible opportunity
94	Scheduling	Clinician capacity, visit scheduling and drive time	64.3	55	Strategic validation
95	Scheduling	Clinician capacity, visit scheduling and drive time	64.3	55	Strategic validation
96	Patient Access	Referral intake and the patient and family ledger	59	59.9	Watch
97	New Patient Access	Eligibility, orders and a compliant start of care	54.6	64.7	Accessible opportunity
98	VOB	Eligibility, orders and a compliant start of care	63.9	55	Strategic validation
99	Compliance	Additional enterprise and back-office opportunities	63.8	55	Strategic validation
100	Prior Authorization	Authorization, pre-claim review and payer clearance	61.6	56.8	Strategic validation
101	Prior Authorization	Authorization, pre-claim review and payer clearance	63.3	55	Strategic validation
102	Multi-Site	Clinician capacity, visit scheduling and drive time	62.9	55	Strategic validation
103	Credentialing	Additional enterprise and back-office opportunities	62.3	55	Strategic validation
104	Period Revenue	Period, per-diem and cap revenue integrity	59.9	57.1	Watch
105	Reporting	Additional enterprise and back-office opportunities	46.9	73.1	Accessible opportunity
106	Certification and Orders	Eligibility, orders and a compliant start of care	53.6	63.6	Accessible opportunity
107	Patient Billing	Referral intake and the patient and family ledger	56.5	60	Accessible opportunity
108	Prior Authorization	Authorization, pre-claim review and payer clearance	64.2	52.5	Strategic validation
109	Patient Billing	Referral intake and the patient and family ledger	48.7	69	Accessible opportunity
110	Prior Authorization	Authorization, pre-claim review and payer clearance	58.4	57.3	Watch
111	Payment Posting	Cash application and underpayment recovery	51	64.8	Accessible opportunity
112	Reporting	Additional enterprise and back-office opportunities	55.3	59.5	Watch
113	Credentialing	Additional enterprise and back-office opportunities	47.4	69	Accessible opportunity
114	Payment Posting	Cash application and underpayment recovery	47.4	69	Accessible opportunity
115	Supply Chain	Period, per-diem and cap revenue integrity	50.5	64.7	Accessible opportunity
116	Payment Posting	Cash application and underpayment recovery	50.1	64.8	Accessible opportunity
117	New Patient Access	Eligibility, orders and a compliant start of care	58.8	55	Watch
118	Patient Access	Referral intake and the patient and family ledger	58.8	55	Watch
119	Patient Comm	Episode management, hospice eligibility and quality measures	58.7	55	Watch
120	New Patient Access	Eligibility, orders and a compliant start of care	54.1	60	Accessible opportunity
121	Payment Posting	Cash application and underpayment recovery	53.9	60.1	Accessible opportunity
122	Coding and OASIS	Claim quality: assessments, codes, notices and clocks	63.4	50.8	Strategic validation
123	Compliance	Additional enterprise and back-office opportunities	58.3	55	Watch
124	Reporting	Additional enterprise and back-office opportunities	49.7	64.2	Accessible opportunity
125	Scheduling	Clinician capacity, visit scheduling and drive time	64.5	49.2	Strategic validation
126	Patient Access	Referral intake and the patient and family ledger	53.2	59.6	Watch
127	Claim Submission	Claim quality: assessments, codes, notices and clocks	55.1	57.3	Watch
128	Reporting	Additional enterprise and back-office opportunities	45.1	69.7	Accessible opportunity
129	Patient Comm	Episode management, hospice eligibility and quality measures	50.5	61.8	Accessible opportunity
130	Marketing	Additional enterprise and back-office opportunities	46.7	64.7	Accessible opportunity
131	Scheduling	Clinician capacity, visit scheduling and drive time	51.1	58.5	Watch
132	Supply Chain	Period, per-diem and cap revenue integrity	54.1	55	Watch
133	Credentialing	Additional enterprise and back-office opportunities	52.1	55	Watch
134	Prior Authorization	Authorization, pre-claim review and payer clearance	60.4	46.8	Strategic validation
135	Patient Billing	Referral intake and the patient and family ledger	53.7	52.5	Watch
136	Patient Billing	Referral intake and the patient and family ledger	51.7	54.2	Watch
137	Patient Access	Referral intake and the patient and family ledger	62.4	44.5	Strategic validation
138	HR	Additional enterprise and back-office opportunities	53	52.5	Watch
139	VOB	Eligibility, orders and a compliant start of care	61.8	44.5	Strategic validation
140	Finance/IT	Additional enterprise and back-office opportunities	44	61.8	Accessible opportunity
141	Reporting	Additional enterprise and back-office opportunities	39.4	69	Accessible opportunity
142	AR Mgmt	Cash application and underpayment recovery	41.6	64.8	Accessible opportunity
143	Patient Billing	Referral intake and the patient and family ledger	41.6	64.8	Accessible opportunity
144	Supply Chain	Period, per-diem and cap revenue integrity	41.8	64.1	Accessible opportunity
145	Multi-Site	Clinician capacity, visit scheduling and drive time	43.2	61.8	Accessible opportunity
146	Multi-Site	Clinician capacity, visit scheduling and drive time	50.5	52.5	Watch
147	HR	Additional enterprise and back-office opportunities	51.7	50.8	Watch
148	Marketing	Additional enterprise and back-office opportunities	46.7	55.4	Watch
149	Reporting	Additional enterprise and back-office opportunities	44.9	57.3	Watch
150	Credentialing	Additional enterprise and back-office opportunities	44.6	57.3	Watch
151	Multi-Site	Clinician capacity, visit scheduling and drive time	47.4	52.5	Watch
152	Marketing	Additional enterprise and back-office opportunities	43	57.3	Watch
153	Supply Chain	Period, per-diem and cap revenue integrity	38.3	64.1	Accessible opportunity
154	Patient Comm	Episode management, hospice eligibility and quality measures	48.6	50	Watch
155	Finance/IT	Additional enterprise and back-office opportunities	41.8	58.2	Watch
156	Credentialing	Additional enterprise and back-office opportunities	35.9	64.8	Accessible opportunity
157	Compliance	Additional enterprise and back-office opportunities	49.7	46.8	Watch
158	HR	Additional enterprise and back-office opportunities	41.3	55.4	Watch
159	Patient Access	Referral intake and the patient and family ledger	52.5	43.6	Watch
160	Patient Comm	Episode management, hospice eligibility and quality measures	37.3	58.2	Watch
161	Credentialing	Additional enterprise and back-office opportunities	34.1	62.1	Accessible opportunity
162	Marketing	Additional enterprise and back-office opportunities	41.8	49.5	Watch
163	Patient Access	Referral intake and the patient and family ledger	39.9	47.8	Watch
164	Marketing	Additional enterprise and back-office opportunities	39.5	46.8	Watch
165	Multi-Site	Clinician capacity, visit scheduling and drive time	37	46.8	Watch
166	Multi-Site	Clinician capacity, visit scheduling and drive time	38.4	41.5	Watch
167	HR	Additional enterprise and back-office opportunities	25.8	53.8	Watch
168	Marketing	Additional enterprise and back-office opportunities	24.5	54.7	Watch
169	Finance/IT	Additional enterprise and back-office opportunities	16.3	46.6	Watch

Table 2. Every workflow in edition 2026.1-analyst, ranked by priority. Opportunity and readiness are out of 100.