ALLSCRIPTS / VERADIGM DATA EXTRACTION TOOL

    The Allscripts / Veradigm Data Extraction Tool Production-Ready in Days

    Pre-built allscripts / veradigm data extraction tool against Sunrise Sybase/SQL Server, TouchWorks SQL Server, Professional EHR, Practice Fusion REST, dbMotion interoperability, Veradigm Unity / Network and FollowMyHealth. Runs in your cloud under your BAA, KMS-encrypted, SIEM-logged. Output: Parquet / JSON / FBDI / HDL.

    7 channels
    All Allscripts/Veradigm sources
    Your cloud
    Runs in your BAA boundary
    HIPAA-aware
    Per-domain PHI handling
    FBDI + HDL
    Direct Fusion load output

    Why teams stop hand-rolling the allscripts / veradigm data extraction tool and standardize on Syntra ETL

    A useful allscripts / veradigm data extraction tool has to speak seven channels, govern PHI per domain, respect tenant rate limits, and produce Fusion-grade output. Hand-rolling that takes a year. Buying it takes a week.

    Most health systems begin an Allscripts / Veradigm data project by writing a few SQL scripts against Sunrise's Sybase replica, scheduling a few extracts and pasting results into Excel for the CFO. That works for a single report. It does not work for a 50-table extract, seven Allscripts/Veradigm channels, four PHI classification modes, HIPAA accounting-of-disclosures logging, rate-limit handling, idempotent reruns, signed manifests and direct Fusion FBDI / HDL output. Building all of that in-house is a 9–18 month software project most health systems do not staff for — and the 2022 Allscripts/Veradigm split makes the build even harder because half the API surface moved under Altera support contracts.

    The Syntra ETL allscripts / veradigm data extraction tool is that build, productized. Pre-built connectors for Sunrise Sybase/SQL Server, TouchWorks SQL Server, Professional EHR, Practice Fusion REST APIs, dbMotion, Veradigm Unity, Veradigm Network and FollowMyHealth. PHI handling framework — Limited Data Set, Safe Harbor de-id, KMS pseudonymization, aggregate-only — applied per domain through a privacy-officer review. Signed manifests per run with counts, sums and hashes. Direct FBDI / HDL emitters validated locally against Fusion 26x schemas. Runs in your cloud under your BAA boundary; Syntra never sees PHI.

    Deployment is 2–4 days from OAuth2 provisioning to first delta extract on production. Operational footprint is one container per environment, scheduled via cron, monitored via Prometheus / Grafana, logged to your SIEM. Customers commonly run the allscripts / veradigm data extraction tool unattended for 12+ months between maintenance windows.

    Allscripts/Veradigm channels the extraction tool covers

    1
    Sunrise Sybase/SQL Server
    Read-only replica access plus Sunrise Financial Manager schema for acute encounters, charges, orders metadata, results metadata, ADT, charge master, provider tables.
    2
    TouchWorks + Professional EHR
    SQL Server replicas for ambulatory EHR and practice management. Scheduling, encounter financials, charges, claims, clinician roster extracted at the table level.
    3
    Practice Fusion + Veradigm Unity
    OAuth2 client credentials, scoped read-only access to the Practice Fusion REST API and the Veradigm Unity ambulatory practice API. Throttled with automatic 429 back-off.
    4
    dbMotion + Veradigm Network + FollowMyHealth
    Cross-EHR interoperability views, payer/life-sciences claim datasets and portal-engagement summaries — extracted natively for population-health and analytic use.

    What the allscripts / veradigm data extraction tool ships with on day one

    The capabilities you would otherwise build in-house — productized, supported, and aligned to HIPAA, BAA and Allscripts/Veradigm tenant rate limits.

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    Seven-channel extractors

    Sunrise Sybase/SQL Server, TouchWorks SQL Server, Professional EHR, Practice Fusion REST, dbMotion, Veradigm Unity / Network, FollowMyHealth — one tool, seven channels, configured by scope file.

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    Per-domain PHI handling

    Limited Data Set, Safe Harbor de-id, KMS pseudonymization, aggregate-only — applied per data domain through a one-shot privacy-officer review.

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    Signed manifests

    Per-run JSON manifest: record counts, sum totals, SHA-256 hashes, source-modified watermarks, PHI-mode per column, KMS key version, run timestamps.

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    Direct FBDI / HDL output

    Output configurable per domain: encrypted Parquet, JSON, FHIR bundle, or Fusion-native FBDI Journal/Receipt/Supplier/Asset/Item and HDL Worker/Assignment/Position.

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    Rate-limit aware

    Respects Sunrise / TouchWorks / Professional EHR DB connection limits, Practice Fusion + Veradigm Unity REST limits, dbMotion query budget. Automatic 429 back-off with exponential retry. Never throttles clinical workflow.

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    Prometheus + Grafana

    Metrics on throughput, error rates, API latencies, queue depth. Grafana dashboards shipped. Plugs into your existing observability stack alongside Allscripts's own monitoring.

    The allscripts / veradigm data extraction tool — install to first scheduled extract in five steps

    Typical deployment is 2–4 days from OAuth2 provisioning to first scheduled delta run on production.

    1

    OAuth2 + DBA provisioning — Day 1

    Allscripts tenant admin provisions Practice Fusion and Veradigm Unity OAuth2 clients with read-only scope on the domains in your extraction plan. DBA provisions read-only credentials on the Sunrise Sybase/SQL Server replica plus TouchWorks and Professional EHR replicas. Credentials encrypted in your cloud KMS — Syntra never holds them in plaintext.

    2

    Extractor deployment — Day 1–2

    Containerized allscripts / veradigm data extraction tool runtime deployed to your Kubernetes / ECS / Cloud Run / bare VM. Output destination configured: S3 / GCS / Azure Blob plus optional Fusion FBDI / HDL drop targets. KMS keys configured for at-rest encryption.

    3

    Scope + PHI config — Day 2

    Per-domain extraction scope (which facilities, which fiscal years, which Sunrise / TouchWorks / Professional EHR tables, which Practice Fusion endpoints, which dbMotion views) and per-domain PHI handling (LDS / Safe Harbor / pseudonymization / aggregate) configured. Reviewed and signed off by privacy officer.

    4

    First bulk extract — Days 2–4

    Initial full-snapshot extract runs across all configured channels in parallel. Throttled to respect rate limits and off-peak windows. Signed manifest produced with counts, sums and hashes per partition for downstream reconciliation.

    5

    Steady-state delta runs — Day 4 onward

    Scheduled delta runs execute on cron, capturing modified-since records since the last watermark on Sunrise / TouchWorks / Professional EHR / Practice Fusion / dbMotion / Veradigm Unity. Run logs feed your HIPAA accounting-of-disclosures and SIEM. Failures alert via Slack / PagerDuty / email / webhook.

    Operational characteristics — what running the tool in production looks like

    The details that matter when the allscripts / veradigm data extraction tool has to run unattended for years.

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    Idempotent re-runs

    Every extract is idempotent — re-running the same scope produces byte-identical output. Failed runs resume from the last checkpoint rather than restarting.

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    Per-run signed manifest

    Counts, sums, SHA-256 hashes, watermarks, PHI mode per column, KMS key version, timestamps — ready for downstream reconciliation and audit chain-of-custody.

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    KMS + TLS 1.3

    OAuth2 credentials and DB credentials encrypted at rest in your cloud KMS. Parquet and JSON output encrypted at rest. TLS 1.3 in transit. No PHI ever crosses the BAA boundary into Syntra-operated infrastructure.

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    Prometheus metrics

    Throughput, error rates, API latencies, queue depth, PHI-handling counts per mode — exposed as Prometheus metrics. Grafana dashboards shipped. Pages on threshold breach.

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    HIPAA accounting log

    Every read of PHI logged with patient pseudonym, user, timestamp, scope, purpose code, recipient — exports to SIEM via syslog or CloudTrail. Satisfies HIPAA's 6-year accounting-of-disclosures rule.

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    Allscripts version matrix

    Published compatibility matrix per Sunrise, TouchWorks, Professional EHR, Practice Fusion and Veradigm release. Updates are containerized — pull a new image, restart, done. Routine maintenance under an hour per quarter.

    Frequently asked questions

    What does the allscripts / veradigm data extraction tool do, and where does it run?+

    The Syntra ETL allscripts / veradigm data extraction tool is a production-grade extractor that connects to Sunrise's Sybase or SQL Server replica, TouchWorks and Professional EHR SQL Server replicas, Practice Fusion REST APIs, the dbMotion interoperability layer, the Veradigm Unity API and Veradigm Network endpoints, and the FollowMyHealth portal store — and streams data out as encrypted Parquet, JSON, FHIR bundles or directly into Fusion FBDI/HDL drop targets. It runs inside your cloud environment (containerized on Kubernetes, ECS, Cloud Run or bare VM) under your IAM and your KMS-encrypted credentials. Syntra never sees PHI; the extractor runs on your side of the BAA boundary. Output destinations are S3, GCS or Azure Blob (encrypted at rest), with signed manifest per run for downstream reconciliation.

    Which Allscripts / Veradigm channels does the allscripts / veradigm data extraction tool cover natively?+

    All major Allscripts/Veradigm data channels. Channel 1: Sunrise Sybase or SQL Server read-only replica plus the Sunrise Financial Manager schema for acute-care encounters, charges, orders metadata, results metadata, ADT events, charge master, provider tables. Channel 2: TouchWorks SQL Server replica for ambulatory EHR and practice management — scheduling, encounter financials, charges, claims, clinician roster. Channel 3: Professional EHR data model for the mid-market ambulatory footprint. Channel 4: Practice Fusion REST API surface with OAuth2 client credentials — cloud ambulatory EHR encounter financials and subscription-tier billing. Channel 5: dbMotion read-only interoperability views for cross-EHR encounter feeds and unified patient identity. Channel 6: Veradigm Unity API for ambulatory practice data; Veradigm Network and Veradigm Health Insights endpoints for payer / life-sciences claim and de-identified clinical datasets. Channel 7: FollowMyHealth portal-engagement summaries. Customers who kept Sunrise under Altera Digital Health post-2022 continue extracting through the same channel-1 interfaces.

    How does the allscripts / veradigm data extraction tool enforce HIPAA and Allscripts tenant rate limits?+

    PHI handling is configured per data domain via a HIPAA classification table — Limited Data Set, Safe Harbor de-identification, KMS-pseudonymization, or aggregate-only — applied at extraction time so no raw PHI lands in your output store unless your privacy officer has explicitly authorized it. Every extraction logs to your SIEM via syslog or CloudTrail with patient pseudonym, user, timestamp, scope, purpose code and recipient — feeds HIPAA's 6-year accounting-of-disclosures requirement. For rate limits: the allscripts / veradigm data extraction tool respects Sunrise's database connection limits (typically 5–10 connections per non-production replica), TouchWorks and Professional EHR SQL Server replica limits, Practice Fusion REST API throttles (typically 30 req/sec per tenant), Veradigm Unity API rate limits, and dbMotion query concurrency budget. Automatic 429 / connection-limit back-off with exponential retry.

    Can the allscripts / veradigm data extraction tool produce Fusion FBDI / HDL output directly?+

    Yes. Output format is per-domain configurable: encrypted Parquet for the analytical and archival paths, JSON or FHIR bundle for interoperability, and Fusion-native FBDI / HDL for direct Fusion load. FBDI emitters cover Journal Import (for Allscripts charge → Fusion GL), Receipt and Customer Import (patient and payer AR), Supplier Import (vendor consolidation), Item Import (supply chain), Fixed Asset Import (medical-device registry). HDL emitters cover Worker.dat, Assignment.dat and Position.dat (clinician HCM). All payloads validated locally against the current Fusion 26x release schema before they reach the Fusion ESS — errors surface in seconds, not after a 4-hour failed load.

    Does the allscripts / veradigm data extraction tool require an Allscripts DBA to install or maintain?+

    Provisioning needs Allscripts DBA involvement for two things: read-only replica credentials on Sunrise's Sybase/SQL Server, TouchWorks SQL Server and Professional EHR databases, and the Practice Fusion + Veradigm Unity OAuth2 client credentials (read-only scope). Maintenance after that is routine — the allscripts / veradigm data extraction tool runs as an unattended cron-scheduled service. Updates are containerized; you pull a new image, restart, done. Allscripts DBA time after install is typically under one hour per quarter for routine credential rotation. Syntra publishes Allscripts/Veradigm-version compatibility matrices so you know which Sunrise, TouchWorks and Professional EHR release each extractor revision is tested against. Customers regularly run the tool unattended for 12+ months between maintenance windows.

    How does the allscripts / veradigm data extraction tool handle the 2022 Allscripts/Veradigm/Altera split?+

    The split affected ownership and support contracts, not the underlying data model. Sunrise customers operating under Altera Digital Health continue to use the same Sybase/SQL Server schema and Sunrise Financial Manager overlay, so the allscripts / veradigm data extraction tool channel-1 interfaces continue working unchanged — only the support contract changed hands. Ambulatory customers remain on Veradigm contracts for TouchWorks, Professional EHR, Practice Fusion, FollowMyHealth, dbMotion and the Veradigm Network/Health Insights products. The extraction tool's channel configuration lets a single deployment cover both sides of the split simultaneously — important for health systems that kept Sunrise under Altera while keeping ambulatory under Veradigm and consolidating downstream onto Oracle Fusion.

    What does the allscripts / veradigm data extraction tool produce per run that helps with reconciliation?+

    Every run emits a signed JSON manifest covering: per-table record counts (encounters extracted, charges extracted, supply lines extracted, etc.); per-table sum totals (gross charges, contractual adjustments, supply spend); per-partition SHA-256 hash signatures; source-modified watermarks per domain; PHI-handling mode applied per column; OAuth2 client identity; KMS key version used for encryption; run start, end and duration timestamps. The manifest feeds the downstream Fusion reconciliation engine so the post-load comparison (Allscripts extract sum vs Fusion GL trial balance per facility per period) runs against a signed source of truth — auditors can verify chain of custody back from a Fusion journal to the original extract.

    Can the allscripts / veradigm data extraction tool support ongoing operational integrations after the migration?+

    Yes — and that's why most customers keep it running after cutover. Post-cutover, the allscripts / veradigm data extraction tool feeds three steady-state needs: incremental delta sync from Sunrise / TouchWorks / Practice Fusion / dbMotion / Veradigm Unity into Fusion for ongoing financial, SCM and HCM updates; analytical Parquet drops to your data lake for OTBI / Tableau / Power BI dashboards combining clinical operational signals with Fusion financial outcomes; and ongoing archive feed for retired modules under HIPAA, state retention and Joint Commission retention policies. The same OAuth2 governance, rate-limit handling, KMS encryption and accounting-of-disclosures logging apply — one tool, one audit story, multiple use cases.

    Try the allscripts / veradigm data extraction tool on your tenant

    30-minute scoping call: we walk through Sunrise / TouchWorks / Professional EHR / Practice Fusion / dbMotion / Veradigm Unity footprint, OAuth2 setup and downstream destination — and have the allscripts / veradigm data extraction tool running on your tenant within a week.