Give messy data
a useful destination.
Classify, extract, map, standardize, validate, and deliver information from documents, email, spreadsheets, APIs, images, scans, databases, and legacy systems.
Real-world data does not arrive destination-ready.
Rigid pipelines expect predictable structures. Businesses receive inconsistent documents, vendor files, nested records, missing fields, and changing schemas. Zaptiva adds intelligence where interpretation helps and governance where action matters.
Everything the flow needs to hold together.
Designed around the full process—not a single isolated task.
AI-driven extraction
Read PDFs, email, spreadsheets, images, scans, APIs, databases, and legacy sources.
Smart transformation
Classify, map, standardize, deduplicate, enrich, and identify anomalies.
Automated validation
Check formats, required fields, relationships, and business conditions.
Adaptive loading
Respond to schema changes and choose real-time or batch delivery.
Downstream action
Trigger approvals, alerts, transactions, and operational workflows.
Traceable intelligence
Keep extraction, transformation, review, and delivery in one run history.
AI-enhanced ETL,
made visible.
This page-specific operating view brings the workflow, its owners, and its outcomes into one clear workspace.
Give messy data
A visible path from input to outcome.
Each step stays traceable, recoverable, and owned.
Ingest
Bring structured and unstructured sources into one flow.
Interpret
Classify content and identify the fields, context, and relationships that matter.
Improve
Map, clean, standardize, deduplicate, and validate the record.
Deliver and act
Load trusted data and trigger the next business process.
Automation your team can see, trust, and improve.
Pick one process.
Build a reusable foundation.
What teams usually ask.
Clear guidance for evaluating fit, scope, ownership, and the path to production.
What sources can AI-enhanced ETL process?＋
Zaptiva’s official materials include PDFs, email, spreadsheets, APIs, images, scans, internal databases, and legacy systems.
Can it detect schema changes?＋
Yes. Flows can identify structural differences and route or apply updated mappings based on the process design.
Does AI act without review?＋
Teams can define confidence thresholds, validation rules, and human review for uncertain or high-impact cases.
Ready to put ai-enhanced etl into motion?
Bring us one stubborn workflow. We’ll show you a practical way forward.