DAVAengine

Normalize and deduplicate
any dataset.

From customer lists and weekly spreadsheets to financial statements, medical records, and public registries — DAVA cleans messy data and merges duplicates into rows you can actually use.

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1,000 rows free every month. No credit card.

Messy in. Clean out.

Inconsistent names, duplicate rows, mismatched formats — DAVA fixes them on the way through.

vendor_export.csv
Order_IDCust Emailamt USDCreated
A-9182ali@acme.com1,240.5013/04/2026
A 9183BEN@ACME.com$420Apr 14, 2026
a-9184carla@acme—2026-04-14
internal_orders
order_idcustomer_emailamount_centscreated_at
A-9182ali@acme.com1240502026-04-13T00:00:00Z
A-9183ben@acme.com420002026-04-14T00:00:00Z
A-9184carla@acme.com02026-04-14T00:00:00Z

Built for any data team.

Every team has a folder of CSVs and spreadsheets that never quite line up. DAVA fits whatever's in yours.

  • Operations

    Vendor exports, weekly orders, product feeds, supplier catalogs — all on one schema.

  • Customer & sales

    Customer lists, CRM contacts, lead databases — deduplicated, merged, ready to use.

  • Finance

    Bank statements, transactions, invoices, payouts — reconciled across sources.

  • Compliance

    Cross-check entities against company registries, tax IDs, and sanctions data.

  • Healthcare

    Patient records, lab results, ICU data — normalized and ready for analysis.

Modes

Five dialects of clean.

Pick a mode per file. Each one is tuned to a different kind of data — you get the right defaults out of the box.

Normalize

Bring any spreadsheet or export onto your standard format.

  • · Vendor exports
  • · Weekly orders
  • · Product catalogs

Deduplicate

Find and merge duplicate records — across files or within one.

  • · Customer lists
  • · CRM contacts
  • · Lead databases

Finance

Clean and reconcile financial data from any source.

  • · Bank statements
  • · Invoices
  • · Transaction logs

Public records

Match entities against registries, tax IDs, and government data.

  • · Company registries
  • · Tax IDs
  • · Sanctions lists

Medical

Normalize patient records, vitals, and clinical exports.

  • · Patient records
  • · Lab results
  • · Vitals & ICU data
“Two years of customer lists with overlap nobody had time to clean. DAVA gave us a single deduped database in under an hour.”
Operations lead, B2B SaaS
“Different banks send statements in different layouts every month. DAVA turns them all into one table our finance system reads.”
Head of Finance, multi-entity group