Buyer’s guide
Senior housing & care data integration platform: a buyer’s guide
The outcome to buy is an operating number whose definition, authority, reconciliation, and lineage can be inspected—not merely more data in one screen. A senior housing & care data integration platform should be evaluated on nine things, and connector count is not one of them: who owns the definitions; what the authority rule is when two systems disagree; whether the platform reconciles to the general ledger, payroll and unit inventory or merely displays alongside them; whether lineage is attached at ingest and retained with restatement history; the direction of travel (read-only by default, or a second competing writer); whether value requires replacing an incumbent system; what leaves with you on exit; where the AI boundary sits; and whether capability claims are dated, scoped evidence rather than marketing voice. Two purchases are being made, and they should be separated: the operational systems the operator keeps, and the Operator-Controlled Operating Record above them.
- Criteria
- Definitions · Authority · Reconciliation · Lineage · Exit
- Not a criterion
- Connector count or dashboard volume
- Canonical entities
- Resident · Care Plan · Ledger · Shift · Property/Unit · Entity
- SeniorCRE status
- Capability stated at maturity state; no operator production deployment
Evidence posture. Connector coverage below is stated at its Product Record state — the third-party source-system connector framework is BUILT as a framework and exercised against vendor-documented interfaces and synthetic fixtures. No third-party integration runs in an operator production environment. Read every connector row as scope, not as a deployment. Last reviewed August 30, 2026.
Frame
You are making two purchases, not one
The first purchase is operational: the systems that run care, sales, payroll and the ledger. The second is governance: what the organisation accepts as true when those systems disagree. Evaluations go wrong when the two are scored on one sheet.
Layer 1 — Source systems (unchanged)
Layer 2 — Immutable landing and lineage
Raw payloads retained as received, each field tagged with source system, source identifier, interface and extraction timestamp.
Layer 3 — Canonical entities
Layer 4 — operator-controlled operating record
Accepted value, rejected value, basis of acceptance and restatement history. When systems disagree, the operator governs.
Layer 5 — Consumers
Board and lender reporting, operating reviews, BI tools, and AI workflows that read the governed record rather than the raw sources. Govern the truth before you automate the decision.
Still defining the broader stack? Start with the senior housing & care software category guide. Comparing analytics after the source layer? Use the business intelligence buyer’s guide.
Rubric
Nine criteria, and what a weak answer sounds like
Score answers, not features. Every row is answerable in a demo, and every weak answer here is one that reappears later as a reconciliation the finance team does by hand.
| Criterion | Ask | Weak answer | Strong answer |
|---|---|---|---|
| Definitions | Who writes the definition of occupancy, level of care and worked hours — and can it be changed without a vendor ticket? | Definitions are implied by the vendor’s report library and cannot be inspected. | Definitions are explicit, operator-owned objects with a numerator, denominator, inclusion rule and named owner. |
| Authority | When two connected systems report different values for the same field, what happens? | Last write wins, or the newest source silently overwrites the older one. | An authority rule per attribute, with the accepted value, rejected value and basis of acceptance retained together. |
| Reconciliation | Does the platform reconcile to the general ledger, payroll and unit inventory, or only display alongside them? | Dashboards blend sources with no tie-out, so disagreement appears as a chart, not an exception. | Period ties within a written tolerance, exceptions routed to named owners, and a frozen dated baseline before publication. |
| Lineage | Can any published figure be traced to source system, source identifier, interface and extraction timestamp? | Lineage is reconstructed on request from logs, or exists only for the most recent load. | Lineage is attached at ingest and retained with restatement history, so history is not overwritten. |
| Direction of travel | Does integration require write access to the systems you already run? | Bidirectional sync is the default, making the integration layer a second, competing writer. | Read one direction by default; scoped, field-limited writes only on written operator authorisation. |
| Coexistence | Does the platform require replacing an incumbent system before it delivers value? | Value is contingent on a migration, so governance and replacement become the same decision. | Govern first. Replacement is a separate, later, operator-timed decision. |
| Exit | If you leave, what leaves with you? | A flat export of current-state tables with no definitions, authority rules or lineage. | The record, its definitions, its authority rules and its lineage, in a stated format and cadence written into the agreement. |
| AI boundary | What can automation do without a human decision? | Models act on data whose definitions and reconciliation status were never established. | AI proposes; the operator governs. Consequential clinical and regulatory pathways are deliberately not automated. |
| Evidence | Is each capability claim dated, scoped and separated from marketing language? | Capability, roadmap and aspiration are described in the same voice. | A published status record, with maturity stated per capability and negative findings visible. |
Landscape
Categories of approach — strengths and structural limits
None of these categories is wrong. Each stops in a different place, and the place it stops is what the operator inherits.
| Approach | What it does well | Where it stops |
|---|---|---|
| Point-to-point interface work (internal or systems integrator) | Fastest path to moving a specific file between two named systems. | Every new pair adds a new contract of meaning; nothing owns the definition or the conflict rule, so reconciliation stays human. |
| General-purpose iPaaS / ETL tooling | Mature connectors, scheduling, retries and observability at the transport layer. | Governs pipelines, not truth. It moves whatever it is told to move and takes no position when two sources disagree. |
| Warehouse plus BI layer | Excellent for exploration, history and analyst-led questions. | Reporting authority drifts to whoever writes the query. Absent governed definitions, disagreement reappears one dashboard later. |
| Incumbent suite reporting modules | Deep fidelity inside the vendor’s own data and workflow. | Authority sits with the vendor whose scope it is. Cross-vendor conflicts are outside its purpose, not a defect of it. |
| Operator-controlled operating record above the systems (the class SeniorCRE is built in) | Owns definitions, authority rules, reconciliation and lineage above the source systems the operator keeps. | Requires the operator to make authority decisions explicitly. SeniorCRE has no operator production deployment; capability is stated at its maturity state, not as a deployment claim. |
Source to destination
Source-to-destination flows to test in diligence
Ask for each combination you actually run: the interface class, the join key, and the reconciliation that must pass before a blended figure reaches a board pack.
Connector scope state: FRAMEWORK
| System combination | Read on | Join key | Must reconcile first |
|---|---|---|---|
| EHR / eMAR + accounting or ERP general ledger | Vendor API, HL7 v2, FHIR R4 · GL read | Resident identity key · Property/entity key · Closed period | Clinical census against billed census; posted revenue against the billing sub-ledger |
| EHR / eMAR + payroll and time | Vendor API or extract · payroll register, SFTP | Property/entity key · Shift date · Closed period | Documented care minutes against worked hours; agency hours cause-coded to the open shift |
| CRM + property management unit inventory | Vendor API · scheduled extract | Prospect identity key · Unit key | Move-in pipeline against physical, licensed and available unit counts held as distinct fields |
| Property management + general ledger | Vendor API · dimension-aware GL read | Property/entity key · Closed period | Billed rent roll against posted revenue within a written tolerance |
| Payroll and time + general ledger | Scheduled export, SFTP · GL read | Entity key · Pay period mapped to accounting period | Payroll cost against GL labor expense, including accrual timing differences |
| Governed record + BI (Power BI®, Tableau®) | Outbound governed dataset | Record version identifier | Nothing is exposed to BI before the period baseline is frozen; BI reads, and writes nothing back |
| Multi-entity portfolio across states | Per-instance reads, one governed record | Property → operating entity, per effective date | State-specific definitions held as attributes of one field, never as competing fields |
Every row is read one direction by default. A combination being in scope is not a claim that it runs in an operator production environment today.
Connector matrix
Named source systems in scope
Vendor names are used nominatively. Scope is stated at the framework’s maturity state.
Connector scope state: FRAMEWORK
| Source system | Category | Interface class | Feeds |
|---|---|---|---|
| PointClickCare® | EHR / clinical | Vendor API, HL7 v2, FHIR R4 resources | Resident, Care Plan |
| MatrixCare® | EHR / clinical | Vendor API, HL7 v2, flat-file extract | Resident, Care Plan |
| Med e-care | EHR / clinical | Vendor API, flat-file extract | Resident, Care Plan |
| Yardi® Voyager | Property / billing | Vendor API, scheduled extract | Property/Unit, Ledger |
| RealPage® | Property / billing | Vendor API, scheduled extract | Property/Unit, Ledger |
| Sage Intacct® | Accounting / GL | Vendor API, dimension-aware GL read | Ledger, Entity |
| Microsoft® Dynamics 365 | ERP / GL | Vendor API, OData | Ledger, Entity |
| Sherpa CRM | CRM / sales | Vendor API | Resident (prospect), Property/Unit |
| Enquire Solutions | CRM / sales | Vendor API | Resident (prospect), Property/Unit |
| WelcomeHome Software | CRM / sales | Vendor API | Resident (prospect), Property/Unit |
| Power BI® | Analytics / BI | Outbound governed dataset | Reads the record; writes nothing |
| Tableau® | Analytics / BI | Outbound governed dataset | Reads the record; writes nothing |
| DocuSign®, Adobe Sign | Documents / e-signature | Vendor API, event webhook | Resident, Entity |
| Payroll and time systems | Workforce | Scheduled export, SFTP, vendor API where published | Shift, Ledger |
Ownership of the record
Who owns the Operator-Controlled Operating Record after purchase
The operator does — which is only meaningful if the authority rule and the reconciliation test for each entity are the operator’s to set and inspect.
| Canonical entity | Typical source fields | Authority rule | Reconciliation test |
|---|---|---|---|
| Resident | EHR resident master, CRM prospect record, billing account, unit roster | Clinical system of record for clinical identity; operator-declared identity key for the governed record | Deterministic match on name, date of birth and admission date; unmatched records surface as an exception, never a silent merge |
| Care Plan | EHR assessments, service plans, MAR, acuity scoring | One authoritative MAR. The clinical system of record governs clinical content | Acuity level and service minutes reconciled to the billed level of care; variance is reported, not resolved by preference |
| Ledger | General ledger, AR sub-ledger, billing system, payroll register, agency invoices | General ledger is authoritative for posted amounts; source systems are authoritative for pre-posting activity | Period totals tie to the GL within a written tolerance before any derived metric is published |
| Shift | Scheduling system, time and attendance, payroll worked hours, agency invoice detail | Payroll worked hours are authoritative for hours paid; the schedule is authoritative for intent | Scheduled, worked and paid hours reconciled to the same period; agency hours cause-coded |
| Property/Unit | Property management system unit table, occupancy roster, CRM move-in pipeline | Property management system is authoritative for the unit inventory | Physical, licensed and available unit counts held as distinct fields so census is never computed from an ambiguous denominator |
| Entity | Chart of accounts, legal entity register, ownership and management agreements | Operator-declared entity structure | Every property maps to exactly one operating entity per effective date, with history retained |
Read the doctrine behind this table in the operating record and the decision-rights structure in the Operator Authority Chain.
Scope
Keep or replace — by system class
Decide governance now. Decide replacement later, and separately.
| System class | Keep it when | Replace it when | True either way |
|---|---|---|---|
| EHR / eMAR | Clinical staff are fluent in it, survey history lives in it, and the interface exposes census, acuity and documentation reliably. | The operator chooses the SeniorCRE clinical record — its own EHR and eMAR — as the clinical system of record, typically to remove a documentation seam it is tired of reconciling. | Exactly one authoritative MAR at all times, before, during and after any transition. |
| CRM / sales | Pipeline discipline is already good and the sales team will not adopt a second surface. | Prospect records cannot be tied to the unit that was actually sold, so move-in forecasting is guesswork. | Prospect identity resolves to the same Resident entity as the admitted resident. |
| Payroll and time | It is the system of record for hours paid and the operator has no appetite to move payroll. | Rarely. Payroll replacement is a finance decision, not an integration one. | Payroll is authoritative for hours paid; the schedule is authoritative for intent. Both reconcile to one period. |
| Accounting / ERP general ledger | Almost always. The GL is the audited record and should stay where the auditors expect it. | Only on a finance-led ERP program with its own governance. | The GL stays authoritative for posted amounts; no derived metric publishes before the GL tie passes. |
| Property management | The unit inventory is accurate and licensure detail is maintained there. | Unit counts cannot be separated into physical, licensed and available, so occupancy has no stable denominator. | The property management system stays authoritative for unit inventory until the operator moves it. |
| Reporting spreadsheets | For modelling and scenario work that is explicitly not the record. | When a spreadsheet has become the de facto source of the board number — the one case where replacement is the point. | Nothing published is computed outside the governed record without lineage back to it. |
Govern first. Replace only by choice.
SeniorCRE has built clinical record surfaces; medication administration and eMAR remain roadmap — not built. It can run alongside an incumbent clinical system, reading one direction only, with that system’s MAR authoritative. Any future SeniorCRE clinical system-of-record function must clear its own Production-Entry Gates and operator acceptance.
Access is not authority. A vendor that can read your data has access; the operator who decides which value the business accepts has authority. Integration delivers the first. Only a governed record delivers the second.
Lineage
The four questions a platform must answer about any number
If a platform cannot answer these four for one figure, it cannot answer them for a portfolio.
DATA
Where did this value come from?
Every field carries its source system, source identifier, extraction timestamp and interface used. A value with no traceable origin is not admitted to the record.
TRUTH
Which value does the operator accept?
When two systems disagree, both values are retained, the conflict is raised, and the governed record shows the accepted value plus the rule or the named person that accepted it.
DECISION
What was decided on this number?
Decisions reference the record version they were made against, so a later restatement does not quietly rewrite the basis of a past decision.
EXECUTION
What happened next, and who confirmed it?
Actions taken from the record are logged with the confirming human. Nothing writes back into a source system without an explicit, scoped, operator-authorised write.
Implementation
The sequence to hold a vendor to
A credible implementation plan gates on evidence. Compare any proposal against this sequence and note which phase it tries to skip.
1.Phase 1 — Definitions
Goal. Settle what each number means before anything is connected.
- Write one definition per contested metric: occupancy, census, level of care, worked hours, agency hours, NOI.
- Name an accountable owner for each definition.
- Record which system the operator expects to be authoritative for each field.
- Capture the questions the board asks and the report each answer currently comes from.
Exit test. A written definition set with named owners, signed off by the operator — not by the vendor.
2.Phase 2 — Read-only connection
Goal. Read the source systems without touching them.
- Stand up read-only credentials or scoped extracts per source system.
- Map each source field to a canonical entity and attribute.
- Land raw source payloads immutably, with lineage metadata attached at ingest.
- Leave every source system as the operator’s own system of record for now.
Exit test. Source data lands with full lineage and no write path back into any source system.
3.Phase 3 — Reconciliation
Goal. Make disagreement visible instead of averaging it away.
- Reconcile period totals to the general ledger and to payroll worked hours within a written tolerance.
- Reconcile occupancy against the unit inventory and the billed roster.
- Route every unmatched or out-of-tolerance item to a named owner as an exception.
- Freeze a dated baseline before any derived metric is published.
Exit test. A reconciliation report the operator would hand to an auditor, with open exceptions listed rather than suppressed.
4.Phase 4 — Authority
Goal. Declare who governs each field when systems disagree.
- Set the authority rule per canonical attribute.
- Record the accepted value, the rejected value and the basis of acceptance.
- Publish the governed views the board and lenders read.
- Retain restatement history so a corrected number never silently replaces the number a decision was made on.
Exit test. One Operator-Controlled Operating Record the operator controls, with conflicts resolved by rule and by name.
5.Phase 5 — Coexistence or replacement, by choice
Goal. Decide the future of each source system on the operator’s timetable.
- Keep the incumbent system and continue reading one direction only, or
- Adopt the SeniorCRE clinical record — its own EHR and eMAR — as the clinical system of record,
- Maintain exactly one authoritative MAR at all times during any transition.
- Re-run reconciliation across the change so history stays comparable.
Exit test. A documented decision per system. Govern first; replace only by choice.
The item-level version of this sequence is the implementation checklist.
Frequently asked questions
What is a senior housing & care data integration platform?
A layer that reads the systems an operator already runs — EHR and eMAR, CRM, payroll and time, accounting or general ledger, property management — maps them to a small set of canonical entities, reconciles them against the ledger and the unit inventory, and records which value the business accepts when sources disagree. Moving data between systems is the transport problem. Deciding which number the organisation treats as true is the governance problem, and only the second one ends board-report disputes.
How is this different from an iPaaS or ETL tool?
An iPaaS or ETL tool governs pipelines. It moves what it is told to move, retries when a load fails, and takes no position when two sources report different occupancy for the same community. An Operator-Controlled Operating Record owns the definitions, the authority rule per attribute, the reconciliation tests and the lineage. Many operators need both; they are not substitutes.
What questions should we ask a vendor in a demo?
Show me the definition object for occupancy and who can change it. Show me a field where two of my systems disagree and what you did with the rejected value. Trace one number on this screen back to its source payload, identifier and extraction timestamp. Show me the general-ledger tie and the tolerance. Tell me exactly what writes back into my EHR, and who authorised it in writing. Tell me what leaves with me if I leave, and in what format.
Do we have to replace our EHR or accounting system?
No. The default posture is govern first and replace only by choice. Clinical scope is a configuration choice rather than a capability limit: SeniorCRE has built clinical record surfaces; medication administration and eMAR remain roadmap — not built. Any future clinical system-of-record function must clear its own Production-Entry Gates and receive operator acceptance.
How should we weight connector coverage?
Lower than most evaluations do. Coverage determines how quickly a source can be read; it says nothing about whether the resulting number is governable. A platform with fewer connectors and explicit authority rules produces a defensible board figure. A platform with more connectors and no authority rules produces a faster disagreement.
What is SeniorCRE’s status against these criteria?
The connector framework is stated at its published maturity state, exercised against synthetic fixtures rather than in an operator production environment. No third-party integration runs in operator production, and no operator runs the platform in production today. Capability, roadmap and evidence are kept separate on the Trust Center and the Evidence Record, and no customer outcome, saving, timing or pricing claim is published here.
Evidence behind the evaluation
These pages carry the governance and clinical evidence a shortlist cannot: source authority rules, escalation controls, data limits, and survey-ready evidence.
- senior housing & care data governance for multi-state portfolios
How differing state definitions and survey regimes are governed in one record.
- human review and escalation controls for clinical AI
Mandatory human review, escalation paths, and what the system may never do.
- clinical AI data sources and limitations
What the signals are computed from, and where the evidence stops.
- how to evaluate senior housing & care software for 10+ locations
Six-criteria, vendor-neutral evaluation frame for multi-state portfolios.
Continue in this cluster
Data integration for senior housing & care
The pillar: canonical entities, connector coverage, lineage and the phased sequence every page here shares.
Combining PointClickCare® with accounting and payroll data
How clinical census and acuity from an EHR reconcile against the general ledger and worked payroll hours in one governed record.
Connecting EHR, CRM, payroll and general-ledger data
The four-system join: which system is authoritative for which field, and how conflicts are resolved rather than averaged.
Integration with your EHR retained — replacement optional
Read-one-direction coexistence: govern the operating record above the systems you already run, and replace only by choice.
Acquisition-day integration
What has to be connected, reconciled and owned before the first close-day board number is defensible.
Multi-state data governance
One authoritative source per field across states that define census, acuity, staffing and incidents differently — without forking the record.
Integration implementation checklist
The stage-gated checklist: definitions and entitlement, read-only connection, reconciliation, then authority — each item with an owner and an evidence test.
Operator-controlled operating record and integration architecture
Six entities with declared grain and identity rules inside a five-layer read-only architecture, from landing and lineage to governed consumers.
- Connector inventory: Integration ecosystem · Integration posture
- Canonical model: One Operator-Controlled Operating Record · The operating record · What is a senior housing & care operating infrastructure?
- Comparisons: SeniorCRE vs PointClickCare® · SeniorCRE vs Yardi® · Hosting versus governing
Bring your own systems to the conversation
The useful version of this discussion is your actual stack, your actual contested numbers, and the reconciliation you cannot currently produce on demand.
PointClickCare® is a registered trademark of PointClickCare Technologies. MatrixCare® is a registered trademark of ResMed. Yardi® is a registered trademark of Yardi Systems, Inc. DocuSign® is a registered trademark of DocuSign, Inc. Salesforce® and Tableau® are registered trademarks of Salesforce, Inc. Power BI® and Microsoft® are registered trademarks of Microsoft Corporation. QuickBooks® is a registered trademark of Intuit Inc. ADP® is a registered trademark of ADP, Inc. Oracle® is a registered trademark of Oracle Corporation. All other product names, logos, and brands are property of their respective owners. SeniorCRE is an independent platform and is not affiliated with, endorsed by, or sponsored by any of the aforementioned companies. Comparisons are based on publicly available information and may not reflect all product capabilities.