Platform
Built native on Snowflake, not bolted on.
Viewnear builds the whole stack inside Snowflake (ingestion, transformation, governance, and AI) so your data has one governed home. Fewer vendors to secure, one lineage to audit, and trusted context every AI agent can rely on.
Why native
One platform beats a stitched-together stack
Every third-party tool you bolt on is another copy of your data, another system to secure, and another place lineage breaks. Building natively on Snowflake keeps governance, security, and AI context intact, and lets value compound instead of leaking at the seams.
- One governed copy of the data: no exports, no shadow stacks
- Lineage, access, and policy enforced in one place you can audit
- AI agents grounded in trusted, certified business context
- Open formats (Apache Iceberg) keep your data portable and queryable by any tool

The stack
Native end to end
The Snowflake-native products we build on, by layer. We lead with these over third-party tools; dbt is the one external framework we run, natively against Snowflake.
Ingestion & movement
Get every source in, batch or streaming, without bolting on a separate ETL vendor.
- OpenflowGA
Managed integration on Apache NiFi; batch + streaming, BYOC or Snowflake-managed.
- Snowpipe StreamingGA
Low-latency, continuous ingestion straight into governed tables.
- DatastreamPreview
Managed, Kafka-compatible streaming; data inherits Snowflake governance automatically.
- Zero-Copy IntegrationsPublic Preview
Native links to SAP, Salesforce, Workday & more, with no data duplication.
Transformation & engineering
Model and transform in-platform, in the languages your team already uses.
- dbtGA
Our transformation framework of choice, run natively against Snowflake.
- SnowparkGA
Python/Java/Scala pipelines and UDFs executing next to the data.
- Dynamic TablesGA
Declarative, incremental pipelines that keep derived data fresh.
Open storage & interoperability
One governed copy of your data, open to every engine.
- Apache Iceberg v3GA
Open table format with deletion vectors, row lineage, and variant types.
- Open Catalog (Polaris)GA
Bi-directional read/write catalog so Snowflake and external lakes share one source.
- Snowflake-managed IcebergGA
A single live, governed copy across Snowflake and your lake, with no movement.
Governance, security & context
Governance, lineage, and trusted business context built in: the foundation AI actually needs.
- Horizon CatalogGA
Lineage, access history, classification, and policy across your estate.
- Horizon ContextPrivate Preview
Collect, enrich, and activate metadata with semantic + keyword search.
- Cortex SenseGA
Runtime layer that assembles data + business definitions for AI agents.
- Semantic ViewsGA
Shared business definitions so every query and agent speaks the same language.
- AI Agent IdentityGA
Verifiable identity and per-agent RBAC for every AI agent, with full audit trails.
AI & agents
Production AI that runs securely next to governed data; models never see ungoverned copies.
- Cortex AISQLGA
Call LLMs and ML functions directly from SQL: COMPLETE, SENTIMENT, SUMMARIZE.
- Cortex AnalystGA
Natural-language questions answered against your governed semantic models.
- Snowflake CoWorkGA
Agentic, cited answers and governed dashboards for knowledge workers.
- Snowflake CoCoGA
Coding agent for enterprise AI development, validated before production.
- Cortex TrainingPreview
Fine-tune open-weight models on managed GPUs; data never moves.
Consumption & apps
Put insight where people work: on your governed data, not a separate BI stack to secure.
- SnowsightGA
Governed dashboards and ad-hoc exploration out of the box.
- Streamlit in SnowflakeGA
Interactive data apps shipped right next to the data.
- Snowflake CoWorkGA
Ask-in-plain-language analytics for the whole business.
Status reflects Snowflake's product maturity (GA / Preview). We pair generally available capabilities with early access to what's next.
Proof
Built on Snowflake, in production

From hand-sorted documents to 95% accurate claims classification in seconds
A claims processing company was sorting documents from many insurance providers by hand, causing delays, errors, and lost files. Using Snowflake Cortex AI functions like AI_EXTRACT, Viewnear automated classification and data extraction, lifting accuracy from 60% to 95% and cutting per-document handling to four seconds.
Read more
Real-time insight into 20,000+ students across campuses, live in seven weeks
A group of universities serving 20,000+ students across Miami and Latin America had academic records and LMS learning events siloed across campuses. Viewnear built a governed, real-time student data pipeline on Snowflake: a governed environment, native Blackboard Data Share integration, and real-time Caliper event streaming, unifying academic and learning-activity data into one governed source.
Read more
One trusted golden record across eight business domains
A commercial-vehicle dealer group ran sales, service, parts, and the back office on separate systems, with no single version of a customer, vehicle, part, or supplier. Viewnear built a corporate master data foundation on Snowflake: a progressive multi-source golden record across eight business domains, using a Medallion architecture, Openflow ingestion, dbt transformations, and per-domain Snowflake CoWork agents.
Read moreGo native on Snowflake.
Tell us your current stack and we'll map the fastest path to a single, governed Snowflake foundation, and what to retire along the way.