Rebuilding Business Logic Is a Hidden Cost.

With SemaBridge, Build Once. Use Everywhere.
Trust Every Answer. Stop rebuilding business logic for every tool. SemaBridge governs enterprise semantics once — in Snowflake and your data platform — and reuses them across BI, AI, applications, and agents.

See How It Works → Book a Semantic Health Assessment →

Enterprises Are Losing Trust, Speed, and Money Because Business Logic Has No Single Source of Truth

Every time your teams rebuild the same business logic for a new tool, you pay twice. In engineering time, in conflicting answers, and in decisions nobody trusts.

Conflicting numbers, stalled decisions

Finance and Marketing pull revenue from different platforms. The numbers do not match. The meeting stalls. The decision waits.

Duplicate semantic layers, double the maintenance

Business logic lives in Power BI. It gets rebuilt in Snowflake. Every change happens twice. Every inconsistency compounds.

Migrations that leave meaning behind

Data moved to the cloud. Business logic stayed in the old BI tool. Someone rebuilds it manually. Every time. Often incorrectly.

AI agents operating without business context

Cortex Analyst or Fabric Copilot answers confidently — querying raw tables with no understanding of what your metrics actually mean. Confident.

No audit trail for business logic

Definitions change. Nobody documents it. Compliance cannot tell auditors what changed or when.

Platform sprawl, fragmenting logic

Snowflake, Databricks, and Fabric are each building native semantic capabilities. Your business logic is splintering across all three, with no governing center.

If you recognize these issues, the problem is not your platforms.
It is the absence of a canonical semantic foundation above them.

How SemaBridge Works

Build once. Deploy everywhere. Trust every answer.

Configure

Source, target, and auth via a secure YAML config. Zero secrets stored.

Extract

Full semantic model pulled from your BI tool or data platform — measures, dimensions, hierarchies, relationships.

Normalize

Proprietary formats converted into an open, versioned, portable canonical standard.

Validate

Lossy mappings and unsupported features detected before deployment. Nothing breaks silently.

Deploy

Governed definitions emitted natively to Snowflake, Power BI, Fabric, and beyond. Every run versioned and auditable.

8+ Platform Adapters
100% Secure Data Boundary
0 Manual Re-engineering
Every Run Versioned

Eliminate Dual Semantic Layers Across Your Stack

Most Snowflake + Power BI environments maintain the same business logic twice. SemaBridge removes that duplication by centralizing business meaning and reusing it everywhere – BI dashboards, AI agents, applications, and downstream analytics.

Cloud Data
Platforms

BI and
Visualization

Semantic and
Transformation Tools

Every platform is available as both a source and a target.
*Don't see your platform? We are continuously expanding the adapter library.

Power AI Agents with Trusted Business Logic

Your AI agents are only as accurate as the definitions they run on. SemaBridge grounds Cortex Analyst, AgentBricks, and Fabric Copilot in the same governed metrics your BI dashboards use. Fewer hallucinations. More consistent answers.

Snowflake Cortex Analyst

Semantic View auto-generation. NL-to-SQL with governed business context. Metric definitions consistent with your dashboards. Works with USEReady's Cortex AI services and AlphaGenie to accelerate AI-readiness.

Databricks AgentBricks

Unity Catalog semantic grounding. Governed business context for AgentBricks queries. Metric definitions consistent across your lakehouse and dashboards.

Microsoft Fabric Copilot

OneLake semantic model integration. Cross-workspace metric consistency. Certified business logic — not raw table schemas.

Don't Just Migrate Reports.
Migrate Meaning.

Most cloud migrations move data. Very few move business logic. The result: a modern platform running on semantic definitions that belong to a tool you just retired.

SemaBridge fixes that. Working alongside MigratorIQ and USEReady's AWS and Snowflake modernization services, it turns migration into an opportunity to move business logic out of dashboards and into a governed semantic layer.

No manual rebuild. No meaning left behind.

Talk to Our Migration Team →

Why Enterprises Choose
SemaBridge

No data leaves your environment

Runs within your own infrastructure — AWS, Azure, or on-premises. No SaaS, no call-home, no external data transmission.

Open standards,
no lock-in

Built on open standards. Your business logic is always yours — readable, versionable, portable.

Built for SOC 2 readiness

Immutable audit trails, zero secrets stored, full run traceability for regulated environments.

CI/CD ready

Fits existing DevOps workflows. Automated, reproducible, and pipeline-ready from day one.

Start with a Semantic Health Assessment

Two ways in. Both designed to produce something tangible — not a sales exercise.

Semantic Health Check

USEReady connects SemaBridge to one of your BI environments, maps your semantic model, identifies drift and duplication across platforms, and delivers a findings report. Most organizations are surprised by what they find.

Cortex Agent Readiness POC

For Snowflake customers deploying Cortex Analyst or Cortex Agents. Identifies the gap between your current semantic definitions and what Snowflake's AI layer needs to answer accurately and consistently.

Book a Semantic Health Assessment → Talk to Our Experts →

Frequently Asked Questions

View FAQs

What is SemaBridge?

SemaBridge is a semantic intelligence layer powered by USEReady. It extracts business logic from BI tools and data platforms, normalizes it into an open canonical standard, and deploys governed definitions across Snowflake, BI, AI, and applications.

What is semantic drift?

Semantic drift is what happens when the same metric — revenue, churn rate, active users — is defined differently across platforms. The result is inconsistent reports, broken trust in data, and AI agents that contradict your dashboards.

Which platforms does SemaBridge support?

Snowflake, Databricks, Microsoft Fabric, Power BI, Tableau, Qlik, dbt MetricFlow, and Cube. Every platform is available as both a source and a target.

Does SemaBridge store our data or credentials?

No. Credentials are passed via environment variables and never stored. All semantic artifacts are persisted locally within your own environment. Zero secrets stored anywhere.

Does it run in our infrastructure or in a vendor cloud?

SemaBridge runs entirely within your own infrastructure — on-premises or private cloud. No SaaS component, no external server, no data transmission outside your perimeter.

How does SemaBridge improve AI agent accuracy?

AI agents default to raw table schemas without a governed semantic layer. SemaBridge provides governed business context so AI answers align with the same metrics your dashboards use.

Is it suitable for regulated industries?

Yes. Every run produces an immutable audit trail with Project ID, Run ID, and execution status. Built for SOC 2 readiness and internal audit requirements.

How is SemaBridge different from a data migration tool?

Migration tools move data. SemaBridge moves meaning — the semantic definitions that determine what every metric represents. Used together with migration tools like MigratorIQ, it ensures business logic is governed from day one on your new platform.

Can SemaBridge be used during a cloud migration?

Yes — and that is often the best time to deploy it. Migrations are the natural moment to extract business logic from legacy BI tools, normalize it into a governed layer, and redeploy it on Snowflake, Fabric, or Databricks rather than rebuilding it manually.

What is a Semantic Health Check?

A scoped USEReady engagement that maps your current semantic model, identifies drift and duplication across platforms, and delivers a findings report with recommendations.

What is a Cortex Agent Readiness POC?

A targeted assessment for Snowflake customers. It identifies the gap between your current semantic definitions and what Cortex Analyst and Cortex Agents need to produce accurate, trustworthy responses.

How long does deployment take?

POC engagements complete within days of data receipt. Full deployment timelines depend on platform count and semantic model complexity.

How does SemaBridge fit into USEReady's practice?

SemaBridge is the semantic layer component of USEReady's data modernization and AI-readiness practice — ensuring business logic moves with your data stack, not behind it.

Can it support multiple sources and targets simultaneously?

Yes. A single extraction can be deployed to multiple targets simultaneously. Definitions stay synchronized across Snowflake, Databricks, Fabric, Power BI, and Tableau.

Where do I find full technical documentation?

Full adapter details, security architecture, and technical documentation are at semabridge.com. To discuss an engagement or book an assessment, use the form on this page.

How is this page different from semabridge.com?

Semabridge.com is the product's technical home — adapter specs, security architecture, ontology capabilities. This page is the enterprise buyer's entry point, focused on business impact and how to get started with USEReady.

Rebuilding Business Logic Is a Hidden Cost.

Enterprises Are Losing Trust, Speed, and Money Because Business Logic Has No Single Source of Truth