Data Lake

Open by format.
Governed by design.

Your enterprise doesn't need another data silo with a modern name. Tantor's data lake is built on Apache Iceberg — with governance embedded from the first write and AI agents that consume its data the moment it lands.

50-70%
Storage cost reduction vs proprietary
Sub-sec
Interactive query performance
100%
Data governed from landing
0
Vendor lock-in

From source
to governed output.

1

Ingest

Land data from any source into object storage — S3, ADLS, GCS, MinIO, on-premises

2

Govern

Classify, mask, tag lineage, enforce access controls — from the moment data lands

3

Structure

Apache Iceberg table format — ACID transactions, schema evolution, time-travel

4

Federate

Lakehouse data queryable alongside operational databases, SaaS, and legacy systems

5

Consume

AI agents, BI tools, and applications access governed data in real time

Three problems.
One root cause.

Without a governed platform, these problems compound with every new data source and every new AI deployment.

Proprietary warehouses lock you in.

Cloud warehouses deliver performance but store data in proprietary formats that bind you to a single vendor. Every petabyte stored deepens the dependency.

Raw data lakes lack reliability.

Without transactional guarantees, concurrent writes corrupt data. Without governance, sensitive data lands in ungoverned locations. The data swamp is a real and recurring outcome.

Two stacks, double the cost.

Running a warehouse and a lake means duplicating data, fragmenting governance, and maintaining two separate infrastructure stacks with no unified access layer.

What the data lake
delivers.

🧊

Apache Iceberg table format.

ACID transactions, schema evolution, time-travel queries, and partition evolution — open, portable, and supported by every major compute engine.

⚖️

Governance from the first write.

Access controls, classification, PII masking, retention rules, and lineage tracking enforced from the moment data lands — not applied after the fact.

Federated by default.

Lakehouse data queryable alongside operational databases, SaaS sources, and legacy systems through a single federation layer — no copies required.

🤖

AI-ready from landing.

CredXplain, TextIQ, and every marketplace agent consume governed lakehouse data the moment it arrives — no staging, no waiting.

Built with
regulators in mind.

🧊

Apache Iceberg

Open format, no vendor lock-in, portable across compute engines.

📋

Audit-Ready

Every query, every write, every transformation logged and traceable.

🔐

PII Protection

Sensitive data masked at landing — before any agent or analyst touches it.

End-to-End Lineage

Trace every data point from source system through lakehouse to business decision.

The data lake
that governs itself.

See how Tantor builds an open, governed, AI-ready lakehouse on Apache Iceberg — without proprietary lock-in or ungoverned staging zones.