3406 Business Center Drive, Pearland, TX 77584 · CCN 676436
Composite
65.3 / 100 percentile
Peer group
snf n = 14,684
Evidence depth
deep
Certified beds
0
Model
v1.2
Reads as: riskier than 65.3% of the 14,684 facilities in the snf peer group. percentile within peer group, 100 = highest risk. Grade bands are fixed percentile cuts (F is the top 5% of peer risk), so a grade is a position, not an absolute level.
weighted_contribution sums to pre_rank_index over rows where counts_toward_index is true. The composite is the facility's percentile position of that index within its peer group, so contributions explain the input, and the rank explains the score.
ML signals — parallel engine
3
Kind
Finding
Signal
Subject
First seen
connection
Owner fleet enforcement cluster
50% fined
BANSAL JAGAN
10 facilities
connection
Owner fleet enforcement cluster
50% fined
BANSAL MANEESH
10 facilities
connection
Owner fleet enforcement cluster
50% fined
RELIANT MANAGEMENT GROUP LLC
10 facilities
Findings from the always-on scanning layer: anomalies on this facility, connections through its current owners and past buyers. Runs beside the deterministic composite, never inside it. Full board on the ML Lab page.
Change-of-ownership footprint in the CMS Provider of Services file: control-family, legal-name and address deltas across quarterly snapshots, plus certification reset recency and Medicare tenure.
R23/W4-3. Deterministic logistic p(Medicare termination within 12m), SNF only. Label = first POS termination date (any code: voluntary closure, involuntary termination, merger exit); facilities already terminated by the panel date are excluded, not counted as safe. Trained on panels 2024-07/2024-10/2025-01 (n=46,466, 283 positives), evaluated on the held-out later panel 2025-04 BEFORE shipping: AUC 0.971, top-decile lift 9.5x, top-decile capture 95.4% of the 65 terminations that followed. Separability is high because closures announce themselves in the data: collapsing occupancy is the strongest signal, and the learned NEGATIVE weight on 12m deficiency counts is the surveys-stop signature of a facility winding down, not a claim that clean inspections are dangerous. Same 15 as-of-date features and anti-leakage chassis as p_chow_12m; SFF entry rejected as a label (only one month of SFF history exists, so as-of transitions cannot be reconstructed). Score = probability x 100; grade NULL. Not in any composite.
R22/W4-2. Deterministic logistic p(CHOW within 12m), SNF only. Trained on panels 2024-07/2024-10/2025-01 (n=50,700, 1,207 positives), evaluated on the held-out later panel 2025-04 BEFORE shipping: AUC 0.874, top-decile lift 5.0x (top 10% of predictions captured 49.6% of the CHOWs that actually closed in the next 12 months). Shipped coefficients are the evaluated ones; no post-holdout refit. Caveat: holdout positives (133) run below the training base rate because recent CHOWs surface in public records with a lag, so measured lift is conservative. Features are as-of-date public records: PBJ staffing level/trend/contract share (quarterly history to 2022Q1), deficiency and CMP counts (12m), ownership tenure and churn from CHOW-evidenced transactions, beds, occupancy, ownership type, chain size. Chain membership and ownership type are current-state (history not published). SFF and star ratings deliberately excluded (no as-of history). Notable learned direction: long ownership tenure RAISES sale odds and a recent prior CHOW lowers them. Score = probability x 100; grade is NULL because a probability is not a quality letter. Not in any composite.
Pre-registry model iteration, superseded by a later financial_risk rebuild. Rows retained for audit per project convention (see regulatory_risk v0.4-pos); never consumed because v_cii_api_facility_score and the composite eligibility join both require status = default. Backfilled 2026-07-26 by alert triage on model_registry_integrity.
Pre-registry model iteration, superseded by a later financial_risk rebuild. Rows retained for audit per project convention (see regulatory_risk v0.4-pos); never consumed because v_cii_api_facility_score and the composite eligibility join both require status = default. Backfilled 2026-07-26 by alert triage on model_registry_integrity.
Pre-registry model iteration, superseded by a later financial_risk rebuild. Rows retained for audit per project convention (see regulatory_risk v0.4-pos); never consumed because v_cii_api_facility_score and the composite eligibility join both require status = default. Backfilled 2026-07-26 by alert triage on model_registry_integrity.
Pre-registry model iteration, superseded by a later financial_risk rebuild. Rows retained for audit per project convention (see regulatory_risk v0.4-pos); never consumed because v_cii_api_facility_score and the composite eligibility join both require status = default. Backfilled 2026-07-26 by alert triage on model_registry_integrity.
Pre-registry model iteration, superseded by a later regulatory_risk rebuild. Rows retained for audit per project convention (see regulatory_risk v0.4-pos); never consumed because v_cii_api_facility_score and the composite eligibility join both require status = default. Backfilled 2026-07-26 by alert triage on model_registry_integrity.
Pre-registry model iteration, superseded by a later regulatory_risk rebuild. Rows retained for audit per project convention (see regulatory_risk v0.4-pos); never consumed because v_cii_api_facility_score and the composite eligibility join both require status = default. Backfilled 2026-07-26 by alert triage on model_registry_integrity.
Pre-registry model iteration, superseded by a later staffing_risk rebuild. Rows retained for audit per project convention (see regulatory_risk v0.4-pos); never consumed because v_cii_api_facility_score and the composite eligibility join both require status = default. Backfilled 2026-07-26 by alert triage on model_registry_integrity.
Pre-registry model iteration, superseded by a later staffing_risk rebuild. Rows retained for audit per project convention (see regulatory_risk v0.4-pos); never consumed because v_cii_api_facility_score and the composite eligibility join both require status = default. Backfilled 2026-07-26 by alert triage on model_registry_integrity.
Rows with counts_toward_composite false come from models that are addressable or retracted rather than default. They exist and may be informative, but they did not enter the published composite and must not be summed as though they had.
p_adverse_action_12m: probability the facility's Medicare participation terminates within 12 months (any POS termination code; already-terminated facilities are excluded, not scored safe). Deterministic logistic over as-of-date public records, SNF only. Holdout (2025-04 panel, evaluated before shipping): AUC 0.971, top-decile lift 9.5x. Closures announce themselves: collapsing occupancy dominates, and fewer recent surveys is a winding-down signature. inputs.features holds raw feature values, inputs.contributions each feature's standardized pull on the log-odds. Predictions never enter the composite. See /v1/models. | p_chow_12m: probability of a change of ownership within 12 months. Deterministic logistic over as-of-date public records, SNF only. Holdout (2025-04 panel, evaluated before shipping): AUC 0.874, top-decile lift 5.0x. inputs.features holds raw feature values, inputs.contributions each feature's standardized pull on the log-odds. Predictions never enter the composite. See /v1/models for full notes.
Probability the facility's Medicare participation ends within 12 months, from public records only. Red bars raise exit odds. A negative pull from deficiencies is the winding-down signature — surveys stop as a facility empties — not evidence that clean inspections are dangerous.
Staffing vs peers
16
2025Q4 HPRD
This facility
TX median
National median
National p25–p75
Total nurse
4.43
2.67
3.28
2.90–3.77
RN
0.67
0.24
0.39
0.25–0.58
Weekend total
4.53
2.56
3.11
—
Weekday total
4.39
2.72
3.35
—
Quarter
Days
Avg census
Total HPRD
RN
LPN
CNA
Weekend
Contract %
2025Q4
92
66.8
4.43
0.67
1.37
2.40
4.53
0.0%
2025Q3
92
64.3
3.37
0.57
0.82
1.97
3.56
0.2%
2025Q2
91
50.4
3.37
0.58
0.88
1.91
3.71
0.2%
2025Q1
90
35.6
3.53
0.45
1.21
1.87
3.71
0.0%
2024Q4
92
26.5
3.42
0.41
1.24
1.77
3.73
0.2%
2024Q3
92
28.3
3.55
0.45
1.23
1.87
3.70
0.0%
2024Q2
91
22.8
3.27
0.55
0.93
1.79
3.29
0.1%
2024Q1
91
28.1
2.67
0.20
0.91
1.55
2.86
0.0%
2023Q4
92
16.9
2.68
0.04
1.33
1.31
2.69
0.0%
2023Q3
92
16.4
2.79
0.02
1.44
1.33
2.63
0.0%
2023Q2
91
9.8
4.64
0.28
2.31
2.06
5.15
0.0%
2023Q1
90
11.6
3.88
0.27
1.86
1.76
4.03
0.0%
2022Q4
92
20.4
4.40
0.52
1.73
2.15
4.98
0.0%
2022Q3
92
24.2
3.67
0.21
1.63
1.83
3.53
0.5%
2022Q2
91
24.8
3.94
0.39
1.34
2.21
3.23
0.9%
2022Q1
90
42.4
3.53
0.40
1.14
1.99
2.75
0.4%
HPRD is census-weighted: total hours over the quarter divided by total resident-days, not an average of daily ratios. Source is CMS Payroll-Based Journal daily records; only SNFs report PBJ, so other settings legitimately return zero rows.
PASARR screening for Mental disorders or Intellectual Disabilities
D
2026-05-04
2026-04-09
Health
F0693
Ensure that feeding tubes are not used unless there is a medical reason and the resident agrees; and provide appropriate care for a resident with a feeding tube.
D
2026-05-04
2026-04-09
Health
F0755
Provide pharmaceutical services to meet the needs of each resident and employ or obtain the services of a licensed pharmacist.
D
2026-05-04
2026-04-09
Health
F0759
Ensure medication error rates are not 5 percent or greater.
E
2026-05-04
2026-04-09
Health
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
E
2026-05-04
2026-02-25
Health · complaint
F0686
Provide appropriate pressure ulcer care and prevent new ulcers from developing.
E
2026-04-08
2025-11-28
Health · complaint
F0773
Provide or obtain laboratory tests/services when ordered and promptly tell the ordering practitioner of the results.
J
2025-11-29
2025-11-21
Health · complaint
F0628
Provide the required documentation or notification related to the resident's needs, appeal rights, or bed-hold policies.
D
2025-11-22
2025-11-21
Health · complaint
F0657
Develop the complete care plan within 7 days of the comprehensive assessment; and prepared, reviewed, and revised by a team of health professionals.
D
2026-01-23
2025-11-21
Health · complaint
F0695
Provide safe and appropriate respiratory care for a resident when needed.
D
2026-01-23
2025-11-21
Health · complaint
F0698
Provide safe, appropriate dialysis care/services for a resident who requires such services.
D
2026-01-23
2025-11-21
Health · complaint
F0880
Provide and implement an infection prevention and control program.
D
2026-01-23
2025-10-24
Health · complaint
F0628
Provide the required documentation or notification related to the resident's needs, appeal rights, or bed-hold policies.
D
2025-10-26
2025-10-24
Health · complaint
F0656
Develop and implement a complete care plan that meets all the resident's needs, with timetables and actions that can be measured.
J
2025-10-26
2025-10-24
Health · complaint
F0689
Ensure that a nursing home area is free from accident hazards and provides adequate supervision to prevent accidents.
J
2025-10-26
2025-10-24
Health · complaint
F0842
Safeguard resident-identifiable information and/or maintain medical records on each resident that are in accordance with accepted professional standards.
D
2025-10-26
2025-10-05
Health · complaint
F0580
Immediately tell the resident, the resident's doctor, and a family member of situations (injury/decline/room, etc.) that affect the resident.
J
2025-11-22
2025-10-05
Health · complaint
F0684
Provide appropriate treatment and care according to orders, resident’s preferences and goals.
K
2025-11-22
2025-01-31
Health
F0606
Not hire anyone with a finding of abuse, neglect, exploitation, or theft.
D
2025-02-03
2025-01-31
Health
F0645
PASARR screening for Mental disorders or Intellectual Disabilities
D
2025-02-03
2025-01-31
Health · complaint
F0655
Create and put into place a plan for meeting the resident's most immediate needs within 48 hours of being admitted
E
2025-02-05
2025-01-31
Health
F0689
Ensure that a nursing home area is free from accident hazards and provides adequate supervision to prevent accidents.
E
2025-02-04
2025-01-31
Health · complaint
F0755
Provide pharmaceutical services to meet the needs of each resident and employ or obtain the services of a licensed pharmacist.
D
2025-02-05
2025-01-31
Health
F0757
Ensure each resident’s drug regimen must be free from unnecessary drugs.
D
2025-02-05
2025-01-31
Health
F0761
Ensure drugs and biologicals used in the facility are labeled in accordance with currently accepted professional principles; and all drugs and biologicals must be stored in locked compartments, separately locked, compartments for controlled drugs.
E
2025-02-05
2025-01-31
Health · complaint
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
E
2025-02-06
2025-01-31
Health · complaint
F0814
Dispose of garbage and refuse properly.
B
2025-02-05
2025-01-31
Health
F0880
Provide and implement an infection prevention and control program.
E
2025-02-06
2024-08-14
Health · complaint
F0550
Honor the resident's right to a dignified existence, self-determination, communication, and to exercise his or her rights.
D
2024-09-02
2024-08-14
Health · complaint
F0690
Provide appropriate care for residents who are continent or incontinent of bowel/bladder, appropriate catheter care, and appropriate care to prevent urinary tract infections.
D
2024-09-02
2024-01-30
Health · complaint
F0727
Have a registered nurse on duty 8 hours a day; and select a registered nurse to be the director of nurses on a full time basis.
C
2024-02-07
2024-01-30
Health · complaint
F0812
Procure food from sources approved or considered satisfactory and store, prepare, distribute and serve food in accordance with professional standards.
E
2024-02-07
2023-11-09
Health
F0577
Allow residents to easily view the nursing home's survey results and communicate with advocate agencies.
C
2023-11-12
2023-11-09
Health
F0695
Provide safe and appropriate respiratory care for a resident when needed.
D
2023-11-12
2023-11-09
Health · complaint
F0847
Inform resident or representatives choice to enter into binding arbitration agreement and right to refuse.
C
2023-11-12
scope_severity uses the CMS letter grid: A is least serious, L most. J, K and L are immediate jeopardy. Rows are the surveyor's findings of record, not the model's opinion.
Licensure actions
0
No licensure actions on record for this facility. Absence of a record here means the sources CII ingests contain none, not that none exists anywhere.
Ownership
17
Owner
Role
Pct
From
Status
Source
BANSAL, JAGAN
5% OR GREATER DIRECT OWNERSHIP INTEREST
50%
2023-10-01
current
pecos_ownership
BANSAL, MANEESH
5% OR GREATER DIRECT OWNERSHIP INTEREST
50%
2023-10-01
current
pecos_ownership
SW 3406 LLC
Individual has financial interest in both related organization and provider
50%
2024-01-01
current
hcris_a_8_1
BAVARE, ARUSHA
OPERATIONAL/MANAGERIAL CONTROL
—
2023-10-10
current
pecos_ownership
BAVARE, ARUSHA
ADP OF THE SNF
—
2025-11-20
current
pecos_ownership
FORWARD HCG PEARLAND LLC
—
—
2023-10-01
current
tx_hhsc_directory
FW 3406 BUSINESS CENTER DR, LLC
ADP OF THE SNF
—
2023-10-01
current
pecos_ownership
JOHNSON, WILLIAM
OPERATIONAL/MANAGERIAL CONTROL
—
2023-08-05
current
pecos_ownership
LAMISON, CYNTHIA
ADP OF THE SNF
—
2023-06-27
current
pecos_ownership
LOFTICE, JENNEFER
OPERATIONAL/MANAGERIAL CONTROL
—
2025-02-05
current
pecos_ownership
MCGEE, ERIC
ADP OF THE SNF
—
2024-11-19
current
pecos_ownership
PARKER, SHANA
OPERATIONAL/MANAGERIAL CONTROL
—
2024-04-22
current
pecos_ownership
RELIANT MANAGEMENT GROUP, LLC
ADP OF THE SNF
—
2026-02-13
current
pecos_ownership
RELIANT MANAGEMENT GROUP, LLC
OPERATIONAL/MANAGERIAL CONTROL
—
2016-01-01
current
pecos_ownership
JAGAN BANSAL
5% OR GREATER DIRECT OWNERSHIP INTEREST
50%
2023-10-01
ended 2026-05-18
pecos_ownership
MANEESH BANSAL
5% OR GREATER DIRECT OWNERSHIP INTEREST
50%
2023-10-01
ended 2026-05-18
pecos_ownership
CYNTHIA LAMISON
W-2 MANAGING EMPLOYEE
0%
2023-10-01
ended 2026-05-18
pecos_ownership
PECOS ownership and managing-control associations. Current edges have no end date in the source; historical edges are retained.
Related-party costs
5
FY end
Total allowable
Rent
Home office
Therapy
Staffing
Counterparties
PropCo
2024-12-31
$841,010
$841,010
—
—
—
2
propco
2023-09-30
$756,815
$756,815
—
—
—
1
—
2022-12-31
$817,999
$817,999
—
—
—
1
—
2021-12-31
$794,505
$794,505
—
—
—
1
—
2020-12-31
$1,090,287
$1,090,287
—
—
—
1
—
Cost-report related-party spend by fiscal year. has_propco flags real-estate counterparties.
Most recent same-state, same-setting trades. Most CHOW-derived trades carry no disclosed consideration, so price, $/bed, and cap rate show only where a sale price was resolved from a deed or filing — blanks are honest, not missing data.
Market rent context
36
Geo
Kind
BR
Amount
As of
Source
county 48039
acs median gross
0
$993
2024-12-31
CENSUS_ACS5
county 48039
fmr
0
$1,080
2025-10-01
HUD_USER_FMR
county 48039
acs median gross
1
$1,221
2024-12-31
CENSUS_ACS5
county 48039
fmr
1
$1,240
2025-10-01
HUD_USER_FMR
county 48039
acs median gross
2
$1,390
2024-12-31
CENSUS_ACS5
county 48039
fmr
2
$1,359
2025-10-01
HUD_USER_FMR
county 48039
acs median gross
3
$1,745
2024-12-31
CENSUS_ACS5
county 48039
fmr
3
$1,839
2025-10-01
HUD_USER_FMR
county 48039
acs median gross
4
$2,349
2024-12-31
CENSUS_ACS5
county 48039
fmr
4
$2,280
2025-10-01
HUD_USER_FMR
county 48039
acs median gross
5
$2,151
2024-12-31
CENSUS_ACS5
county 48039
acs median gross
$1,454
2024-12-31
CENSUS_ACS5
county 48039
acs recent mover gross
$1,447
2024-12-31
CENSUS_ACS5
zcta 77584
acs median gross
0
$1,352
2024-12-31
CENSUS_ACS5
zcta 77584
acs median gross
1
$1,656
2024-12-31
CENSUS_ACS5
zcta 77584
acs median gross
2
$1,936
2024-12-31
CENSUS_ACS5
zcta 77584
acs median gross
3
$2,192
2024-12-31
CENSUS_ACS5
zcta 77584
acs median gross
4
$2,679
2024-12-31
CENSUS_ACS5
zcta 77584
acs median gross
5
$2,259
2024-12-31
CENSUS_ACS5
zcta 77584
acs median gross
$1,933
2024-12-31
CENSUS_ACS5
zcta 77584
acs recent mover gross
$1,862
2024-12-31
CENSUS_ACS5
zip 77584
payment standard 110
0
$1,507
2025-10-01
HUD_USER_SAFMR
zip 77584
payment standard 90
0
$1,233
2025-10-01
HUD_USER_SAFMR
zip 77584
safmr
0
$1,370
2025-10-01
HUD_USER_SAFMR
zip 77584
payment standard 110
1
$1,716
2025-10-01
HUD_USER_SAFMR
zip 77584
payment standard 90
1
$1,404
2025-10-01
HUD_USER_SAFMR
zip 77584
safmr
1
$1,560
2025-10-01
HUD_USER_SAFMR
zip 77584
payment standard 110
2
$1,892
2025-10-01
HUD_USER_SAFMR
zip 77584
payment standard 90
2
$1,548
2025-10-01
HUD_USER_SAFMR
zip 77584
safmr
2
$1,720
2025-10-01
HUD_USER_SAFMR
zip 77584
payment standard 110
3
$2,563
2025-10-01
HUD_USER_SAFMR
zip 77584
payment standard 90
3
$2,097
2025-10-01
HUD_USER_SAFMR
zip 77584
safmr
3
$2,330
2025-10-01
HUD_USER_SAFMR
zip 77584
payment standard 110
4
$3,179
2025-10-01
HUD_USER_SAFMR
zip 77584
payment standard 90
4
$2,601
2025-10-01
HUD_USER_SAFMR
zip 77584
safmr
4
$2,890
2025-10-01
HUD_USER_SAFMR
ACS median gross rents and HUD FMR/SAFMR for the facility's county and ZIP. Context for underwriting, not facility pricing.