Discover. Design. Deliver.™
Automated Data Estate Modernization.
Semantic Smart Studio™ puts data modernization directly in the hands of the people who know your data estate best — your own team. Instead of paying consulting firms to spend months learning what your IT organization already knows, your engineers use our platform to discover, modernize, and deploy their core business models and data assets into Microsoft Fabric and other modern cloud architectures.
No hourly billing. No knowledge transfer delays. No waiting in the dark while someone else learns your systems. Your team drives the modernization from day one.
Semantic Smart Studio™ automates the heavy lifting.
The Three Pillars of Semantic Smart Studio™
A modular platform that automates the enterprise modernization lifecycle—from catalog intelligence to turnkey semantic delivery.
Discover.
Map core business entities and technical lineage across your enterprise.
Smart Discovery™ automatically catalogs your entire data estate—databases, analytic models, and reports—extracting structural metadata with zero underlying data exposure.
Smart Scope™ analyzes data estate inventory to calculate complexity scores, map cross-platform dependencies, and generate execution runbooks with precision.
Design.
Standardize business semantics, optimize naming, and architect modern target states across custom, star schema, or medallion topologies.
Smart Rename™ & Smart Fix™ establish AI-ready semantic standardization upfront, normalizing schema objects and refactoring code via an AST-based transpiler alongside a design-time Best Practice Analyzer (BPA).
Smart Architect™ & Smart Ontology™ model target topologies across custom, star schema, or medallion patterns, mapping defined entities and relationships directly into a structured knowledge graph.
Smart Query™ & Smart Flow™ automate enterprise data retrieval and drive high-throughput pipeline orchestration across your unified architecture.
Deliver.
Deploy certified semantic models, optimized warehouses, and modernized reports directly to cloud analytics.
Smart Semantic™ generates production-ready Direct Lake semantic models, while cutting measure proliferation by up to 80% and enforcing active design-time governance and row-level security.
Smart Report™ automates the conversion and remapping of your existing Power BI, Paginated, SSRS, and other legacy enterprise BI reports directly to your newly architected semantic models.
Zero-Trust Sovereign Security Framework
Engineered for regulated enterprise environments. Your customer records and transactional data never leave your security boundary.
Sovereign Connection Architecture
Smart Connect™ keeps your data, analytics, and reporting platform connection strings, credentials, and passwords 100% inside your secure network by establishing a secure, outbound-only connection (HTTPS) to the SaaS Control Plane—eliminating the need for inbound firewall exceptions.
Zero Data Exposure
We never see, move, or store your customer records or transactional data. Semantic Smart Studio™ operates exclusively on structural metadata—such as schema definitions, functions, stored procedures, and constraints—keeping your underlying data completely isolated within your secure environment.
Enterprise Identity Integration
Authentication integrates directly with your organization’s native identity provider. Orchestration commands—workspace provisioning, warehouse configuration, and data platform mirroring—execute under your existing credentials, identities, and service principals, ensuring your security policies govern every operation the platform performs.
Modular Architecture. Transparent Scale.
From initial modernization to continuous administration and improvement, license only what you need to discover legacy data estates, design modern target architectures, and actively govern your Microsoft Fabric capacities and other cloud analytics platforms.
Discovery Suite
Uncover data estate complexity, map cross-platform lineage, and identify modernization blockers across your databases, models, and reports before writing a single line of target code.
- Complete data estate cataloging, schema profiling, and technical lineage mapping
- Automated complexity scoring, object classification, and workload dependencies
- Enterprise modernization runbooks and target architectural roadmaps
- Automated gap analysis detailing incompatible legacy syntax and schema constructs
- Zero transactional exposure—operates strictly on structural metadata
Design Suite
Architect modern target structures, refactor legacy schemas, and orchestrate automated data pipelines with real-time best practice guidance and automated refactoring paths.
- Flexible target modeling across Medallion, Star Schema, hybrid, or custom enterprise topologies
- Real-time Best Practice Analyzer (BPA) powered by an AST parsing engine to flag design anti-patterns as you type
- Non-blocking migration support—accommodates lift-and-shift requirements while preserving an automated path to gold-standard code
- AI-ready semantic renaming, ontology knowledge graphs, and automated query generation
- Automated native Microsoft Fabric pipeline generation, multi-environment scheduling, and end-to-end orchestration
Delivery Suite
Turn enterprise data into production-ready Direct Lake semantic models with streamlined calculation groups, while converting legacy reporting catalogs into modern formats.
- Direct Lake semantic model generation with unified business measures
- Calculation group consolidation to reduce measure proliferation by up to 80%
- Automated repointing and conversion of existing Power BI, Paginated, SSRS, and legacy BI reports to new semantic models
- Delivery of modern interactive dashboards and paginated enterprise layouts
- Active semantic governance, automated security roles, and design-time metric certification