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Introducing:A New Class of Open Systems

ALL DATA.

ONE PLANE.

ANYWHERE.

Put AI to work where your data already lives, every system, every engine, every model, anywhere.

Storage • Iceberg

Iceberg

Compute • BigQuery

BigQuery

Model • Claude

Claude

Storage • Azure

Azure

Storage • S3

S3

Compute • Snowflake

Snowflake

Model • Gemini

Gemini

Storage • Postgres

Postgres

Compute • Spark

Spark

Model • Llama

Llama

Storage • Delta

Delta

Compute • Databricks

Databricks

Model • GPT

GPT

Storage • Oracle

Oracle

Storage • Iceberg

Iceberg

Compute • BigQuery

BigQuery

Model • Claude

Claude

Storage • Azure

Azure

Storage • S3

S3

Compute • Snowflake

Snowflake

Model • Gemini

Gemini

Storage • Postgres

Postgres

Compute • Spark

Spark

Model • Llama

Llama

Storage • Delta

Delta

Compute • Databricks

Databricks

Model • GPT

GPT

Storage • Oracle

Oracle

Built to Interoperate

Connect the systems and operations you already run, and drive automation across every one of them.

Decoding [NRY]

Open Systems: how Forge connects with the data systems you already run

Laas Nury, Founder, NRY Partners
A laptop and keyboards wired together on a conference table
[0.1]0.20.30.4

Give automations and agents the full context of your operation, every data type, wherever it already lives, under controls you set.

Every Modality, First-Class

Tables, documents, media, telemetry, time series: each one is a full member of the same layer, never an import format.

Open Table Formats, Natively

Iceberg and Delta tables are read and written in place. No conversion step, no shadow copy.

Zero-Copy Connections

Register the warehouses and lakes you already run. Forge queries them where they stand.

Storage • Iceberg

Iceberg

Storage • Delta

Delta

Storage • S3

S3

Storage • Azure

Azure

Storage • Postgres

Postgres

Storage • Oracle

Oracle

Storage • SQL Server

SQL Server

Storage • Parquet

Parquet

Storage • Avro

Avro

Storage • Unity

Unity

Storage • SAP

SAP

Storage • Polaris

Polaris

Storage • Vortex

Vortex

Storage • Iceberg

Iceberg

Storage • Delta

Delta

Storage • S3

S3

Storage • Azure

Azure

Storage • Postgres

Postgres

Storage • Oracle

Oracle

Storage • SQL Server

SQL Server

Storage • Parquet

Parquet

Storage • Avro

Avro

Storage • Unity

Unity

Storage • SAP

SAP

Storage • Polaris

Polaris

Storage • Vortex

Vortex
0.1[0.2]0.30.4

Run every workload on the engine that suits it, from a single node to a distributed cluster, without changing how you build.

Bring Your Own Runtime

Spark, Trino, Polars, DuckDB, Flink, pick per workload and switch per pipeline, within a few clicks.

Pushdown to Commercial Engines

Register BigQuery or Databricks once, and their compute is used natively: the work travels to the data, not the other way around.

Compute • Spark

Spark

Compute • Databricks

Databricks

Compute • BigQuery

BigQuery

Compute • Snowflake

Snowflake

Compute • Trino

Trino

Compute • Polars

Polars

Compute • Flink

Flink

Compute • DuckDB

DuckDB

Compute • DataFusion

DataFusion

Compute • Pandas

Pandas

Compute • Spark

Spark

Compute • Databricks

Databricks

Compute • BigQuery

BigQuery

Compute • Snowflake

Snowflake

Compute • Trino

Trino

Compute • Polars

Polars

Compute • Flink

Flink

Compute • DuckDB

DuckDB

Compute • DataFusion

DataFusion

Compute • Pandas

Pandas
0.10.2[0.3]0.4

Swap models the way you swap tools, commercial, open-source, or your own, behind one interface and one set of guardrails.

The Model Catalog

The latest commercial and open-source models, ready to use, with nothing retained and governed access for every builder.

Bring Your Own Model

Fine-tuned and domain-specific models register as first-class members, side by side with the catalogue.

Controls Across the Spectrum

Set token budgets, track usage and watch model activity, in the platform and over the API, from one screen.

Model • Claude

Claude

Model • Gemini

Gemini

Model • GPT

GPT

Model • Llama

Llama

Model • Grok

Grok

Model • Nova

Nova

Model • Claude

Claude

Model • Gemini

Gemini

Model • GPT

GPT

Model • Llama

Llama

Model • Grok

Grok

Model • Nova

Nova

Model • Claude

Claude

Model • Gemini

Gemini

Model • GPT

GPT

Model • Llama

Llama

Model • Grok

Grok

Model • Nova

Nova

Model • Claude

Claude

Model • Gemini

Gemini

Model • GPT

GPT

Model • Llama

Llama

Model • Grok

Grok

Model • Nova

Nova
0.10.20.3[0.4]

One security model, one lineage graph, and one change history, across every combination of storage, compute, and models.

Build Responsibly with the SDK

The Snowcrest SDK provides the tools and libraries for production applications, with versioning and change management wired in from the first commit.

Meet Your Security Stack Where It Is

Authentication, authorisation, policy and audit systems plug in as they are: no parallel identity model to maintain.

One Policy, Every Layer

Controls by role, marking and purpose span data, compute and AI, and a policy change can be simulated before it ships.

Bring AI to Every System You Run

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