Solid
Solid (Solid Data Ltd.) is an AI-powered enterprise data platform that auto-generates semantic models and powers a Text-to-SQL engine to make enterprise AI reliable. It serves analytics leaders, data teams, and business users at enterprises via a SaaS subscription, with native integrations into Snowflake, Databricks, BigQuery, dbt, and ChatGPT.
- Company typePrivate
- Founded2024
- HeadquartersNew York, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
Solid firmographics
Firmographics- Name
- Solid
- Legal name
- Solid Data Ltd.
- Website
- https://getsolid.ai
- Company type
- Private
- Founded year
- 2024
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Solid (Solid Data Ltd.) is an AI-powered enterprise data platform that auto-generates semantic models and powers a Text-to-SQL engine to make enterprise AI reliable. It serves analytics leaders, data teams, and business users at enterprises via a SaaS subscription, with native integrations into Snowflake, Databricks, BigQuery, dbt, and ChatGPT.
- Ownership category
- akta.pro rank
Solid industry classification
Industry- Product category
- Enterprise AI Data Platform
- NAICS
- Software Publishers (5132), Software Publishers (513210)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Semantic Layer, Metrics Store & Headless BI (HDAEAMAE)
- akta.pro secondary industries
- Data Quality, Profiling & Validation (within Integration) (HDAEACAI), End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), Data Quality, Validation & Ground Truth Auditing (HDAAALAF)
Keywords
Where Solid is headquartered
LocationHeadquarters
- HQ city
- New York
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
Solid business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- SaaS Platform Subscription: Subscription-based SaaS platform for semantic model generation and AI-ready data context. The company offers a free POC tier and commercial subscription plans for enterprises. Pricing is quote-based with no public price list.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Pay-as-you-go | Free POC Tier - Automatic Semantic Models POC |
Go-to-market motion2 records
Distribution channels1 record
Marketing channels6 records
Solid product offering
Product offeringCore offering
Solid is an AI-powered enterprise data platform that automatically generates, validates, and maintains semantic models (tables, metrics, relationships, SQLs) from real data usage patterns, and provides a text-to-SQL engine that converts natural-language business questions into trusted, executable queries. Its two core products — Solid Build (semantic model generation) and Solid Analyze (Text-to-SQL) — form a context layer that makes enterprise AI chat, workflows, and agents reliable by grounding them in a single, continuously updated source of business definitions.
Product overview
Solid is an enterprise AI data platform consisting of two integrated products: Solid Build and Solid Analyze. Solid Build is an AI-Ready Semantic Models module that automatically creates, updates, validates, and exports trusted semantic models (tables, metrics, relationships, SQLs) based on real usage patterns. Solid Analyze is an Enterprise Text-to-SQL Engine that turns business questions into trusted SQLs powered by a context graph. Together they enable enterprises to give AI a trusted understanding of business data, with reported improvements from 20-30% AI accuracy to 85%+, 10x faster AI deployment, 90% less manual work, and 100x broader coverage.
Differentiator
Problem solved
Functional benefit
Brands
- Solid Analyze: Enterprise Text-to-SQL Engine that turns business questions into trusted SQLs, powered by a context graph of data and metrics.
- Solid Build
Products and services
- Solid Build AI-Ready Semantic Models module that automatically creates, updates, validates, and exports trusted semantic models — including tables, metrics, relationships, and SQLs — based on real usage patterns, and feeds them into existing AI and BI tools such as Snowflake Cortex, Databricks Genie, ChatGPT, dbt, and Google Gemini.
- Solid Analyze Enterprise Text-to-SQL Engine that turns business questions expressed in natural language into trusted SQL queries, powered by a context graph of data and metrics; automatically generates the right tables, joins, filters, and calculations aligned to real-world business logic and produces transparent, auditable queries.
Quantifiable outcome
- AI accuracy improved from 20-30% to 85%+
- +8 more outcomes
Companies that use Solid
Customer profileNamed customers2 records
Segments5 records
Ideal customer profiles2 records
Solid technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration7 records
AI capability8 records
Feature4 records
Solid partnerships and signals
Strategic signalPartnerships
Five partnerships are on record, tiered core.
- SnowflakecoreSnowflake is a core data platform integration partner. Solid's semantic models export natively to Snowflake Cortex Analyst, enabling governed, consistent data models directly in Snowflake analytics workflows. The partnership allows customers to leverage AI-ready documentation within Snowflake.
- DatabrickscoreDatabricks is a key integration partner. Solid exports semantic models to Databricks Genie, providing business users with natural language query capabilities powered by Solid's governed semantic layer. Joint customers use Solid to document and model data before deploying Genie.
- Google BigQuerycoreGoogle BigQuery is an integration partner. Solid's semantic models export to BigQuery for Gemini, providing AI-ready documentation and context for BigQuery's AI-powered analytics capabilities.
- dbt (Data Build Tool)coredbt is a key integration partner for semantic model generation and export. Solid generates semantic models that can be exported to dbt Semantic Layer, complementing dbt's governance-as-code paradigm with Solid's auto-generation capabilities.
- ChatGPT / OpenAIcoreOpenAI's ChatGPT is integrated as a downstream AI tool. Solid provides the semantic context and governed semantic models that power reliable 'chat with your data' experiences in ChatGPT, ensuring AI returns answers grounded in trusted business definitions.
Scale indicators9 records
Recent moves6 records
Expansion highlights6 records
Solid competitors and assessment
Company assessmentDirect peers
- Atlan: Atlan is a data catalog and context layer platform that helps enterprises manage data assets, lineage, and business definitions. It competes with Solid in providing the business context layer required for trusted AI and analytics.
- Hex: Hex is an AI-powered analytics workspace that combines notebooks, data apps, and AI assistance. It overlaps with Solid in targeting AI-driven data analytics for technical and business users, though Hex focuses on the consumption layer rather than semantic model generation.
- dbt Labs: dbt Labs provides the dbt Semantic Layer as part of its data transformation platform. While broader than Solid, the dbt Semantic Layer directly competes in defining trusted business metrics for AI and BI consumption.
- Alation: Alation is an enterprise data intelligence platform with data catalog, governance, and semantic capabilities. It overlaps with Solid in providing trusted business definitions and metadata context for AI and analytics use cases.
- Cube.dev: Cube is a semantic layer platform that enables headless BI and AI-driven analytics on top of data warehouses. It is the most direct comparable to Solid's Solid Build product, offering semantic model definition and integration with downstream BI/AI tools.
- Sigma Computing: Sigma is a cloud-native BI and analytics platform with spreadsheet-like interfaces and AI capabilities. It is comparable to Solid in serving enterprise business users with AI-powered data access, though Solid focuses upstream on semantic modeling.
Broad incumbents
- ThoughtSpot: ThoughtSpot is an AI-powered analytics platform offering natural language search and embedded analytics. It addresses similar enterprise AI-data use cases as Solid but operates at the BI/insight layer rather than the semantic layer.
- Snowflake (Cortex): Snowflake's Cortex Analyst offers native natural-language-to-SQL capabilities. It is both a key integration partner for Solid and a potential competitive threat if Snowflake expands its semantic layer functionality.
- Databricks (Genie): Databricks Genie provides natural language querying on top of the Databricks lakehouse. Like Snowflake Cortex, it is both a Solid integration partner and a potential incumbent competitor in the AI-data interface market.
Emerging players
- Monte Carlo: Monte Carlo is a data observability platform focused on data reliability and quality monitoring. It is adjacent to Solid's validation and trust capabilities for AI-driven analytics, with partial overlap in data trust/governance.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Solid social profiles
Digital presenceSolid compliance and trust
Trust signalCompliance2 records
Solid financial estimates
Financial estimateRevenue estimate
Valuation estimate
Solid leadership team
Management profileNumber of profiles
Profiles4 records
Solid funding detail
Funding detailFunding overview
Funding rounds2 records
Investors2 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Solid M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Solid
What does Solid do?
Solid is an AI-powered enterprise data platform that automatically generates, validates, and maintains semantic models (tables, metrics, relationships, SQLs) from real data usage patterns, and provides a text-to-SQL engine that converts natural-language business questions into trusted, executable queries. Its two core products — Solid Build (semantic model generation) and Solid Analyze (Text-to-SQL) — form a context layer that makes enterprise AI chat, workflows, and agents reliable by grounding them in a single, continuously updated source of business definitions.
Is Solid a public or private company?
Solid is a private company. It is classified as venture growth investor backed and is currently operating.
When was Solid founded?
Solid was founded in 2024. It employs 11 to 50 people.
Where is Solid based?
Solid is headquartered in New York, United States, in the North America region.
How does Solid make money?
One revenue line is on record: saaS Platform Subscription.
Who are Solid's main competitors?
Direct peers on record are Atlan, Hex, dbt Labs, Alation, Cube.dev and Sigma Computing. Broad incumbents are ThoughtSpot, Snowflake (Cortex) and Databricks (Genie). Monte Carlo is listed as an emerging player.
Does Solid have an API?
No public API is recorded for Solid.
What industry is Solid in?
Solid's product category is Enterprise AI Data Platform. Its primary akta.pro industry code is HDAEAMAE, Semantic Layer, Metrics Store & Headless BI, with a secondary code of HDAEACAI, Data Quality, Profiling & Validation (within Integration). Its NAICS code is 5132 and its SIC code is 7372.