How it works

From raw file to ready data, without the wait.

An agentic pipeline that runs inside your own cloud, it picks up every healthcare feed the moment it arrives and delivers clean, query-ready data to your warehouse, with zero manual handling.

Any vendor feed

Claims, eligibility, pharmacy, and lab data, any format, on any schedule.

MARÉ, in your cloud

An agentic pipeline does the work end to end, nothing ever leaves your environment.

Query-ready data

Clean, structured tables land in your warehouse, ready to use.

The lifecycle

Six steps, one continuous pipeline.

Every feed enters as a raw file and leaves as structured data your warehouse can query, carried through each step automatically, with no manual handoff between them.

01

Identify the file the moment it lands.

MARÉ recognizes the source, format, and layout of every incoming feed automatically, so nothing waits in a queue for someone to open it.

Source recognition across vendors, even when a layout changes
Format detection for CSV, Parquet, fixed-width, and delimited files
Arrival-time intake, with no scheduled batch to wait on
Incoming · SFTPIdentifyWatching 14 feeds
acme_claims_2026-06.csv412 MB · arrived 06:14
Reading
SourceAcme Health
FormatCSV
LayoutClaims v4
Identified in 0.8s, nothing waits in a queue
02

Map every column to your canonical schema.

Vendor columns rarely match yours. MARÉ aligns each field to your standard schema, then keeps that mapping current as feeds evolve.

Column alignment from any incoming layout to one canonical model
Transform rules recorded per field, so the logic is never a black box
Schema drift handled automatically when a vendor renames a column
Source · rawAgent · v3.2MARÉ canonical
member_idmemberId
dob_yyyybirthDate
plan_grpplanGroup
claim_dtclaimDate
amt_paidamountPaid
diag_cd1primaryDx
184 of 184 columns mapped · 0 unresolved
03

Grade completeness and quality, field by field.

Before any data moves, MARÉ scores it. Each field gets a quality grade so you know what is trustworthy and what needs attention.

Per-field grading on completeness, format, and plausibility
A clear letter grade for the feed as a whole, at a glance
Trend over time, so a declining vendor feed is visible early
Quality · per fieldGradeacme_claims
A
Completeness98.4%
Format validity99.1%
Consistency96.7%
Steady across the last 6 deliveries
04

Enrich with reference and derived values.

MARÉ appends the context your downstream systems expect, from standardized reference codes to derived fields, so the data arrives ready to use.

Reference data appended from your standard code sets
Derived fields computed consistently across every feed
Provenance kept, so every added value traces back to its rule
Reference · rulesEnrichAppended fields
Code set · NDCtherapeutic_class
Rule · age bandsage_band
Rule · PDC-90pdc_score
Every appended value traces back to its rule
05

Validate ranges, types, and consistency before anything moves.

Nothing reaches your warehouse until it passes. MARÉ checks every record against the rules that matter, and holds what fails for review.

Type and range checks on every field, every time
Cross-field consistency rules catch contradictions early
Fail-safe holds, so bad data is flagged, never silently delivered
Run #1182Validate1.2M records
Types match schema · all fieldsPass
Ranges within bounds · all amountsPass
Cross-field consistency · dates agreePass
214 records held for reviewHeld
Nothing moves until every check passes
06

Deliver clean, structured data to your warehouse on schedule.

The end of the lifecycle is data you can query. MARÉ writes validated, enriched records to your warehouse, on the cadence your teams depend on.

Warehouse-native delivery in the structure your tools expect
Scheduled cadence, so downstream teams know when data lands
Full lineage retained from source column to delivered field
Validated tablesDeliverDaily · 04:00
Rows delivered · last 7 days
F
S
S
M
T
W
T
Warehousearrives 04:02
Lineage retained from source column to delivered field
Security & governance

Your cloud. Your control. Our software.

MARÉ runs inside your tenant boundary. Your data never leaves the environment you already trust, and you keep the keys.

Runs in your tenant

The platform deploys into your own cloud environment. Data stays where it already lives.

Encrypted end to end

Every feed is encrypted in transit and at rest, with no copy held outside your boundary.

HIPAA-aligned by design

Access, audit, and retention controls map to the standards your compliance team already enforces.

Your cloudIn your tenantNo data leaves
Your tenant boundary
Feedsreceived
MARÉprocesses
Warehousedelivered
End to end encryptionHIPAA-alignedYou keep the keys

Faster data. Faster revenue.

Data doesn’t wait and neither should your revenue. Contact MARÉ Insights to request a demo and learn more.