Querri
Querri is an AI-native conversational analytics platform that lets non-technical business users query, clean, and visualize business data using natural language, with a context layer, autonomous data agents, reusable Skills, and MCP-based integrations into Claude, ChatGPT, and Gemini.
- Company typePrivate
- Founded2021
- HeadquartersMount Pleasant, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Querri does
Querri is an AI-native conversational analytics platform, founded in 2023 and headquartered in Mount Pleasant, South Carolina, that enables non-technical business users to query, clean, and visualize business data using natural language. Its core product, branded as the AI Data Analyst, combines a proprietary context layer (which holds data, business logic, and row-level permissions) with around 70 coordinated LLM calls to deliver consistent answers, and is augmented by autonomous data-cleansing agents, drag-and-drop dashboards, and a Skills module for codifying reusable analytical workflows. The platform connects to 100+ data sources, exposes its capabilities natively inside Claude, ChatGPT, Gemini, and a Terminal CLI via Model Context Protocol, and offers a White Label option for SaaS partners to embed analytics under their own brand.
The company monetizes through SaaS subscriptions paired with a freemium free-trial onboarding path, complemented by an enterprise sales motion for platform-wide rollouts and white-label deployments. Target buyers span marketing, revenue operations, finance, customer success, and customer support teams, with additional vertical coverage in manufacturing, logistics, non-profits, consulting, and small business. Enterprise-grade security posture is evidenced by SOC 2 Type II, ISO 27001:2022, HIPAA, and GDPR Ready certifications.
Querri operates as a private, venture-backed company with 11-50 employees, roughly $510K in disclosed funding across three rounds through March 2025, and a founder-led team headed by CEO Dave Ingram. Public customer evidence is currently weighted toward SMB, micro, and startup accounts such as Reforged Gaming Lounge, Tradd Advisory, Morphii, and Digital Ignite, with limited large-enterprise anchor visibility.
Querri firmographics
Firmographics- Name
- Querri
- Legal name
- Querri
- Website
- https://querri.ai
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Querri is an AI-native conversational analytics platform that lets non-technical business users query, clean, and visualize business data using natural language, with a context layer, autonomous data agents, reusable Skills, and MCP-based integrations into Claude, ChatGPT, and Gemini.
- Ownership category
- akta.pro rank
Querri industry classification
Industry- Product category
- Conversational Business Intelligence / AI Analytics Platform
- NAICS
- Web Search Portals and All Other Information Services (519290), Web Search Portals and All Other Information Services (51929), Web Search Portals, Libraries, Archives, and Other Information Services (519), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Processing & Data Preparation (7374)
- akta.pro primary industry
- Question Answering & Retrieval-Augmented Generation (RAG) (HDAAADAC)
- akta.pro secondary industries
- Query Engines & SQL Analytics Layers for Warehouses/Lakes (HDAEABAI), Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH), Q&A and Knowledge Discovery Platforms (BPAMAAAF)
Keywords
Where Querri is headquartered
LocationHeadquarters
- HQ city
- Mount Pleasant
- HQ country
- United States
- HQ region
- North America
Markets served
Querri business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- SaaS Subscription: Cloud-based AI analytics platform sold as subscription service. Free trial available for new users to get started.
- White Label Licensing: Enterprise white-label embedding option where customers embed complete analytics under their brand.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | Free trial available for onboarding |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels6 records
Querri product offering
Product offeringCore offering
Querri is an AI-powered data analytics platform that allows business users to ask questions of their data in plain English and receive automated insights, dashboards, and visualizations. The platform combines a proprietary AI context layer, automated data cleansing agents, pre-built "skills," and integrations with common business data sources, and is offered both as a standalone SaaS product and as an embeddable white-label capability for other SaaS providers.
Product overview
Querri is an all-in-one AI data platform delivered as a unified product with integrated modules. The core AI Data Analyst platform serves as the foundation, with AI Chat providing the natural language interface for asking questions in plain English. Supporting modules include Dashboards (drag-and-drop visual analytics), Data Integrations (connecting data sources), Data Cleansing (AI-powered data preparation), and Skills (reusable analysis workflows). The White Label add-on enables embedding the platform under partner brands. The platform features a proprietary context layer that holds data, business logic, and permissions, with autonomous agents that connect to systems and build materialized views through conversation.
Differentiator
Problem solved
Functional benefit
Products and services
- AI Data Analyst
Quantifiable outcome
- Cut analysis time by 75%, from 6 hours to 30 minutes
- +1 more outcomes
Companies that use Querri
Customer profileNamed customers6 records
Segments11 records
Ideal customer profiles3 records
Querri technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration5 records
AI capability7 records
Feature6 records
Querri partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- MCP (Model Context Protocol) EcosystemcoreBuilt-in MCP integration brings Querri's cleaned data into Claude, ChatGPT, Gemini, and Terminal. Users can ask Querri questions from within their preferred AI chat interface.
Scale indicators2 records
Recent moves6 records
Expansion highlights6 records
Querri competitors and assessment
Company assessmentDirect peers
- ThoughtSpot: ThoughtSpot offers AI-powered, natural-language analytics with a search- and conversation-driven interface over enterprise data — the closest direct competitor to Querri's AI Chat and context-layer approach.
- Sigma Computing: Sigma is a cloud analytics platform with a spreadsheet-style UI that lets business users query data warehouse tables directly, overlapping with Querri's promise of letting non-technical users run analytics without SQL.
- Mode Analytics: Mode combines SQL-based data exploration with collaborative notebooks and dashboards, and is increasingly layering AI-assisted analysis — a comparable analytics workflow product for business and analyst users.
Broad incumbents
- Tableau (Salesforce): Tableau is the dominant self-service BI/visualization incumbent and is explicitly listed on Querri's comparison page, competing for the same business-user analytics buyer with a far larger installed base.
- Microsoft Power BI: Power BI is the default enterprise BI tool inside the Microsoft ecosystem and a direct incumbent competitor for Querri's natural-language, self-serve analytics positioning.
- Snowflake: Snowflake is the cloud data platform that hosts much of the underlying data Querri queries, and is also expanding into native AI/analytics — making it both a partner dependency and a potential competitor.
- Databricks: Databricks combines a data lakehouse with SQL analytics, notebooks, and AI/Genie — a broader but overlapping platform that competes for the same unified data + AI-analytics use case.
- Domo: Domo is a long-standing cloud BI and analytics platform with embedded AI features, competing for the same mid-market business-user analytics budget as Querri.
- Sisense: Sisense offers embedded analytics and AI-driven insights for product teams, overlapping with both Querri's white-label/OEM positioning and its business-user analytics stack.
Emerging players
- ChatGPT Enterprise (OpenAI): ChatGPT Enterprise and its Advanced Data Analysis / custom GPTs increasingly serve the same 'ask questions of your business data in natural language' use case that Querri targets — an emerging direct threat from above.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks5 records
Key highlights7 records
Customer concentration
Querri social profiles
Digital presenceQuerri compliance and trust
Trust signalCompliance4 records
Querri financial estimates
Financial estimateRevenue estimate
Valuation estimate
Querri leadership team
Management profileNumber of profiles
Profiles1 record
Querri funding detail
Funding detailFunding overview
Funding rounds3 records
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Querri 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 Querri
What does Querri do?
Querri is an AI-powered data analytics platform that allows business users to ask questions of their data in plain English and receive automated insights, dashboards, and visualizations. The platform combines a proprietary AI context layer, automated data cleansing agents, pre-built "skills," and integrations with common business data sources, and is offered both as a standalone SaaS product and as an embeddable white-label capability for other SaaS providers.
Is Querri a public or private company?
Querri is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Querri founded?
Querri was founded in 2021. It employs 11 to 50 people.
Where is Querri based?
Querri is headquartered in Mount Pleasant, United States, in the North America region.
How does Querri make money?
Two revenue lines are on record. SaaS Subscription is the primary driver. The others are white Label Licensing.
Who are Querri's main competitors?
Direct peers on record are ThoughtSpot, Sigma Computing and Mode Analytics. Broad incumbents are Tableau (Salesforce), Microsoft Power BI, Snowflake, Databricks, Domo and Sisense. ChatGPT Enterprise (OpenAI) is listed as an emerging player.
Does Querri have an API?
No public API is recorded for Querri.
What industry is Querri in?
Querri's product category is Conversational Business Intelligence / AI Analytics Platform. Its primary akta.pro industry code is HDAAADAC, Question Answering & Retrieval-Augmented Generation (RAG), with a secondary code of HDAEABAI, Query Engines & SQL Analytics Layers for Warehouses/Lakes. Its NAICS code is 519290 and its SIC code is 7372.