Single Origin
Single Origin builds an AI-powered semantic management platform that parses enterprise data warehouse query logs to identify redundancies and surface optimization recommendations via a native MCP server, targeting large enterprises in crypto, gaming, and security with petabyte-scale Snowflake and BigQuery workloads.
- Company typePrivate
- Founded2022
- HeadquartersSan Francisco, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Single Origin does
Single Origin is a San Francisco-based SaaS company that builds an AI-powered semantic management platform for enterprise data warehouse query optimization. Its core product, the Deep Context Graph, ingests production query logs, execution profiles, and schema metadata from warehouses such as Snowflake, BigQuery, Databricks, and AWS, then applies proprietary clustering algorithms and Apache Calcite-based AST parsing to surface redundancies, recommend query rewrites and materialized views, and propagate field-level lineage. The platform is exposed through a native Model Context Protocol (MCP) server that integrates with AI-coding environments (Claude, Cursor, Codex), enabling agentic workflows for query debugging, storage pruning, and pipeline optimization with claimed cost reductions of 50–90% and a published benchmark of $300/month versus $10,000 for analyzing 1M queries with GPT-4.
The company sells to large enterprises running petabyte-scale data operations, with named customers including Coinbase, Roblox, and Palo Alto Networks. Revenue comes from SaaS subscriptions (entry tier at $300/month for 1M queries) and quote-based enterprise contracts, with deployment options spanning fully-managed SaaS and BYOC (Bring Your Own Cloud) for compliance-bound buyers. Single Origin was founded in 2022 by data infrastructure veterans from Uber, Snap, and Stripe — led by CEO Xiaodong Wang — and is SOC 2 Type II certified. The company operates with 1–10 employees and has raised a $3.68M seed round led by AME Cloud Ventures and Basis Set Ventures.
Single Origin firmographics
Firmographics- Name
- Single Origin
- Legal name
- Single Origin
- Website
- https://singleorigin.tech
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Single Origin builds an AI-powered semantic management platform that parses enterprise data warehouse query logs to identify redundancies and surface optimization recommendations via a native MCP server, targeting large enterprises in crypto, gaming, and security with petabyte-scale Snowflake and BigQuery workloads.
- Ownership category
- akta.pro rank
Single Origin industry classification
Industry- Product category
- Data Warehouse Query Optimization Software
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Metadata, Catalog & Semantic Layer for Data Platforms (HDAEABAJ)
- akta.pro secondary industries
- Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH), Query Engines & SQL Analytics Layers for Warehouses/Lakes (HDAEABAI), Database/Application Data Layer Modernization (DB migration, ORM, caching) (BPAEAFAL)
Keywords
Where Single Origin is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Markets served
Single Origin business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- SaaS Subscription (Query Analysis): Subscription-based pricing for query analysis and optimization services. Plans based on query volume—smallest plan allows analyzing up to 1 million queries for $300/month. Enterprise pricing likely quote-based for larger workloads.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | Smallest plan - 1M queries/month |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels4 records
Single Origin product offering
Product offeringCore offering
Single Origin provides an AI-powered semantic management platform that analyzes SQL query logs across data warehouses (Snowflake, BigQuery, Databricks, AWS) to build a deep context graph from production compute history. The platform offers a turnkey Model Context Protocol (MCP) server, native dialect parsers, and proprietary clustering algorithms to deliver query optimization, cost reduction, storage pruning, and field-level lineage. It enables enterprises to give AI agents enterprise memory for safe structural changes to data infrastructure.
Product overview
Single Origin is a semantic management platform with a modular architecture that helps enterprises reduce data complexity and optimize query costs. The core platform centers on a Deep Context Graph and MCP Server that continuously builds query intelligence from production compute history. Key modules include Query Audit for identifying redundancies, Common Computation Logic for extracting shared computation, Field-Level Lineage for tracing data transformations, and Insights Page for cost attribution. Query Fragments and Column Usage Analysis provide granular analysis capabilities. The SQL Generator API enables query reconstruction without SQL writing. Deployment options include fully-managed SaaS and BYOC (Bring Your Own Cloud) for private cloud. The platform connects natively to Snowflake and BigQuery, and integrates with AI coding tools via MCP.
Differentiator
Problem solved
Functional benefit
Products and services
- Deep Context Graph
- MCP Server
- Query Audit
- Common Computation Logic (CCL)
- SQL Generator API
- Common Definition Model
- BYOC (Bring Your Own Cloud)
- Insights Page
- Query Collections
- Cost Savings Reports
- Query Fragments
- Column Usage Analysis
- Semantic Management Platform
- Field-Level Lineage
- Agentic Query Optimization
Quantifiable outcome
- Query cost reduction of 50-90%
- +5 more outcomes
Companies that use Single Origin
Customer profileNamed customers3 records
Segments3 records
Ideal customer profiles3 records
Single Origin technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration5 records
AI capability6 records
Feature8 records
Single Origin partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- VantacoreVanta is used as an automated platform that provides real-time visibility into the health of Single Origin's infrastructure. Vanta helps detect potential weaknesses and provides guidance on remediation for SOC 2 compliance. Single Origin completed their SOC 2 Type 2 audit with Vanta's assistance.
Scale indicators5 records
Recent moves6 records
Expansion highlights5 records
Single Origin competitors and assessment
Company assessmentMarket position
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Single Origin social profiles
Digital presenceSingle Origin compliance and trust
Trust signalCompliance1 record
Single Origin financial estimates
Financial estimateRevenue estimate
Valuation estimate
Single Origin leadership team
Management profileNumber of profiles
Profiles4 records
Single Origin funding detail
Funding detailFunding overview
Funding rounds1 record
Investors4 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Single Origin 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 Single Origin
What does Single Origin do?
Single Origin provides an AI-powered semantic management platform that analyzes SQL query logs across data warehouses (Snowflake, BigQuery, Databricks, AWS) to build a deep context graph from production compute history. The platform offers a turnkey Model Context Protocol (MCP) server, native dialect parsers, and proprietary clustering algorithms to deliver query optimization, cost reduction, storage pruning, and field-level lineage. It enables enterprises to give AI agents enterprise memory for safe structural changes to data infrastructure.
Is Single Origin a public or private company?
Single Origin is a private company. It is classified as venture growth investor backed and is currently operating.
When was Single Origin founded?
Single Origin was founded in 2022. It employs 1 to 10 people.
Where is Single Origin based?
Single Origin is headquartered in San Francisco, United States, in the North America region.
How does Single Origin make money?
One revenue line is on record: saaS Subscription (Query Analysis).
Does Single Origin have an API?
Yes. Single Origin offers a SQL generator API that enables users to reconstruct queries from standardized definitions (views, dimensions, data entities). Users can query data using the API by specifying data entity names, dimensions, and filters without writing SQL. The API returns generated SQL that can be executed against the data warehouse. Additionally, Single Origin provides an MCP (Model Context Protocol) server that continuously builds a context graph from production compute history, enabling AI agents to access query optimization recommendations, query profiling data, and cluster analysis. Developer documentation is at docs.singleorigin.tech/reference/consumptionservice_getsql.
What industry is Single Origin in?
Single Origin's product category is Data Warehouse Query Optimization Software. Its primary akta.pro industry code is HDAEABAJ, Metadata, Catalog & Semantic Layer for Data Platforms, with a secondary code of HDAEANAH, Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs). Its NAICS code is 5182 and its SIC code is 7370.