Snowflake · Data + AI Engineering

SnowflakeSnowflake Partner

Turn your Snowflake data into enterprise intelligence.

Ankbyte helps enterprises build the governed data, AI and intelligence foundations required to move from Snowflake adoption to production AI — from architecture and data engineering to Cortex AI, domain intelligence and Enterprise Brains. We build where your data already lives.

Snowflake PartnerData EngineeringCortex AIGovernanceMLEnterprise Brain

From data to intelligence

Snowflake gives you the platform. We help you turn it into business intelligence.

Most enterprises don’t have a model problem — they have a context problem. The data may already be in Snowflake, but business definitions, documents, expert knowledge, policies and decision logic remain fragmented. Ankbyte connects those pieces into production-ready AI systems.

Enterprise DataSnowflakeGoverned ContextDomain IntelligenceAI + AgentsBusiness Outcomes

What we build on Snowflake

Four foundations. One direction.

Data Foundation

Make enterprise data ready for AI.

Data architecturePipelines & ingestionData modelingDynamic TablesData qualityPerformance & FinOps

Governed AI

Build AI without separating intelligence from governance.

Horizon CatalogSemantic contextRBAC & maskingLineageAI guardrailsAuditability

Cortex AI

Put enterprise knowledge to work.

Cortex SearchCortex AgentsLLM functionsStructured + unstructured reasoningRAGFine-tuning

Enterprise Brain™

Turn governed knowledge into reusable enterprise intelligence.

Business ontologyDomain contextKnowledge layerEvaluationModel strategyBrain APIs

Ankbyte Enterprise Brain™

Your Snowflake account can become more than a data platform.

It can become the governed foundation for intelligence your organization owns.

Enterprise Sources

ERP · CRM · Documents · APIs · Images · Expert Knowledge

Snowflake

Data · Security · Governance · Compute

Enterprise Brain™

Domain Context · Knowledge · Semantics · Evaluation · Models · Policies

Brain APIs

Agents · Copilots · Apps · Decisions

Build the Brain once. Power many AI initiatives.

The Brain Factory, on Snowflake

ConnectGovernUnderstandStructureGroundEvaluateModel (when needed)DeployLearn

Always part of the Brain

Governed enterprise dataBusiness semanticsKnowledge & context layerAccess controlsEvaluationVersioningObservabilityBrain interface / API

When the use case requires it

Fine-tuned LLMsSLMsVLMsTraditional MLSynthetic dataCustom retrievalAgents

The Brain is not the SLM. Models serve the Brain — not the other way around.

Snowflake Cortex AI

Use the right intelligence for the problem.

Search

Ground AI in contracts, documents, policies and enterprise knowledge.

Analyze

Let business users and applications reason over governed structured data.

Reason

Build agents that combine structured and unstructured enterprise context.

Specialize

Fine-tune or operationalize models when general-purpose intelligence is not enough.

Ankbyte designs the architecture around the business outcome — not around a fashionable model.

Machine learning & domain models

Build models where the governed data already lives.

DataFeaturesTraining DatasetModel DevelopmentEvaluationModel RegistryInferenceMonitoring

Build without moving the data

Keep sensitive intelligence close to the data.

Native AI

Run AI and ML workloads inside Snowflake's governed environment.

Containerized Workloads

Bring custom services and applications into Snowpark Container Services when native SQL/ML isn't enough.

Governed Applications

Build applications that operate alongside customer data — not on unnecessary copies.

Where we're building

From Snowflake services to Snowflake-native intelligence.

Today, we help enterprises design and build data and AI systems on Snowflake. As our Enterprise Brain methodology matures through real customer implementations, reusable capabilities can progressively become Snowflake-native software — reducing implementation time while keeping customer intelligence inside their governed environment.

Today: Architecture + Engineering + Brain DiscoveryRepeatable frameworkSnowflake-native Brain capabilities

Snowflake Native Apps

Build applications where customers already run their data.

Native App architectureStreamlit experiencesApplication logicPrivate listingsMarketplace readinessSecurity & permissions

How we engage

Four doors in.

Snowflake Assessment

Architecture, maturity, cost, governance and AI-readiness assessment.

Data + AI Implementation

Outcome-focused project delivery.

Dedicated Snowflake Teams

Architects, data engineers, ML engineers and AI engineers.

Enterprise Brain Discovery™

Identify where governed enterprise intelligence creates the highest business value.

Intelligence outcomes

One method. Many intelligences.

Healthcare

Clinical & operational intelligence

MedTech

Vision and domain-model intelligence

Manufacturing

Operations, quality & maintenance intelligence

Retail / CPG

Store, supply chain & customer intelligence

Financial Services

Risk, decisioning & knowledge intelligence

Why Ankbyte + Snowflake

Data engineering is only the beginning.

Architecture to production

We don't stop at the data platform.

AI-native engineering

Data, ML and AI are designed together.

Domain intelligence

Built around the language and decisions of your business.

Long-term evolution

From first workload to reusable Enterprise Brain capabilities.

Now: Snowflake Services Partner — architecture, delivery, certifications, co-sellLater: Product Partner — Brain Factory as a Native App

Snowflake · Data + AI Engineering

Your data is already in Snowflake. Now make it intelligent.

Build the foundation for governed enterprise AI — from data engineering to your first Enterprise Brain.