Datova AI

What Datova AI does

Datova AI is a boutique data and knowledge company founded in 2025 in Portland, Oregon by data engineer Vit Prajzler. It builds AI-powered analytics products that allow non-technical business users to query databases and documents in plain English, with an architectural focus on eliminating LLM hallucinations by separating the conversational pathway from a direct data-query pathway that executes real-time reads against customer systems (read-only, in place, with metadata-only indexing). The product portfolio comprises three offerings: Datova AI (the core conversational data analytics platform), MANU (AI-powered semantic search over technical documentation with source citations), and TAKO (industrial vacuum pump monitoring with predictive maintenance alerts).

The company targets eight vertical segments — semiconductor and electronics manufacturing (flagged primary), food and beverage, supply chain and logistics, data centers, chemical and petrochemical, pharmaceuticals and biotechnology, hospitals and healthcare, and aerospace and automotive manufacturing — with a stated focus on bridging IT and OT data silos in factory environments. Integrations span 17+ databases and data warehouses (Snowflake, Databricks, BigQuery, Redshift, Azure SQL, PostgreSQL, MongoDB, SAP HANA, among others) plus 14+ document and storage sources for MANU, and the platform supports cloud, private cloud, and on-premise deployment.

Datova operates a hybrid go-to-market: self-serve website sign-up with a free trial (Stripe-processed), a Slack app for in-workflow distribution, and a sales-led contact channel for enterprise demos and partnerships. Revenue is subscription-based with auto-renewing service periods; no public pricing tiers, customer logos, funding rounds, or revenue figures are disclosed, and the firm is registered as Datova LLC with 1–10 employees.

Name

Datova AI

Legal name

Datova LLC

Website

https://datova.ai

Company type

Private

Founded year

2025

Operating status

Operating

Headcount range

1–10 employees

Short description

Datova AI is a Portland-based boutique data and knowledge company that builds AI-powered products letting non-technical users query databases and technical documents in plain English, targeting manufacturing verticals with a hallucination-resistant dual-pathway architecture across three product lines.

Ownership category

akta.pro rank

Product category

Conversational Data Analytics

NAICS

Custom Computer Programming Services (541511), Computer Systems Design Services (541512), Computer Systems Design and Related Services (54151), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821), Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing (334511)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373), Industrial Instruments For Measurement, Display, And Control (3823)

akta.pro primary industry

Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)

Keywords

• Conversational data analytics
• AI data analysis
• Natural language queries
• Predictive maintenance
• IT OT integration

Headquarters

HQ city

Portland

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Subscription Services: Subscription-based service accessed through service periods. Upon signing up, customers choose the duration of the Service Period and payment method. Service automatically renews on the Renewal Date unless cancelled before.
2. Paid Subscriptions: Paid subscription required to connect to Datova Services, except for limited free trial or certain coupon offers. Basic payment information processed through Stripe.

Pricing tiers

Go-to-market motion2 records

Distribution channels4 records

Marketing channels4 records

Core offering

Datova AI provides a self-service, AI-powered data analytics platform that connects to existing databases and data sources in place and lets non-technical users query and explore their data in plain English. The portfolio includes the core Datova AI conversational analytics product, MANU for AI-powered semantic search across technical documentation, and TAKO for real-time industrial vacuum pump monitoring and predictive maintenance, all offered via cloud, private cloud, or on-premise deployment.

Product overview

Datova AI is an AI-powered data analytics platform that helps businesses make data-driven decisions through natural language interfaces. The platform comprises three main products: Datova AI (core product for conversational data analysis), MANU (AI-powered technical documentation search), and TAKO (vacuum pump monitoring system for industrial applications). All products support multiple deployment options including cloud, private cloud, and on-premise installations.

Differentiator

Problem solved

Functional benefit

Brands

• MANU: AI-powered technical documentation search tool that allows engineers to ask questions in plain language and get precise answers with source citations from technical manuals, PDFs, and documents.
• TAKO

Products and services

• Datova AI AI-powered data analysis platform that connects to a customer's existing data sources in place and lets non-technical users query their data using plain English, returning strategic insights, actionable suggestions, charts, tables, and automated reports/dashboards. Targeted at business and operations users in manufacturing and adjacent verticals.
• MANU AI-powered technical documentation search tool that uses semantic search to understand the meaning behind questions and returns precise answers with source citations and page references from technical PDFs, manuals, and other documents. Targeted at engineers, service technicians, and documentation-heavy teams.
• TAKO Industrial vacuum pump monitoring system that delivers real-time pump health status, per-pump-model reports and dashboards, and predictive maintenance alerts for supported vacuum pump brands in manufacturing facilities. Targeted at semiconductor and electronics manufacturing and other vacuum-pump-intensive operations.

Quantifiable outcome

• Reduced equipment downtime through predictive maintenance alerts
• +2 more outcomes

Segments8 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration35 records

AI capability8 records

Feature8 records

Scale indicators2 records

Recent moves5 records

Expansion highlights6 records

Direct peers

• ThoughtSpot: AI-driven analytics platform with natural-language search and automated insights over enterprise data warehouses. Closely comparable in the core NL-to-data analytics proposition Datova is built around.
• Hex: AI-powered collaborative analytics and data notebook platform that pairs code with natural-language interfaces. Comparable in combining a chat/AI front end with deep data warehouse integration, targeting similar data teams.
• Seek AI: Natural-language data analytics platform that lets non-technical users query databases. Closely aligned with Datova's NL-to-SQL, dashboards, and enterprise data-source integration value proposition.
• Mode Analytics: Analytics platform combining SQL/Python notebooks, dashboards, and collaborative reporting with AI-assisted analysis. Comparable in targeting analyst and business-user workflows over warehouse data.

Broad incumbents

• Snowflake Cortex: Snowflake's native AI suite (including Cortex Analyst) provides NL-to-SQL inside the data cloud. Competes by embedding the same conversational analytics Datova sells as a standalone layer on top of Snowflake.
• Databricks Genie: Databricks' AI/BI Genie allows business users to ask natural-language questions of data in the lakehouse. Direct overlap with Datova's NL analytics, with the advantage of being native to the data platform.
• Microsoft Power BI Copilot: Power BI with Copilot and Q&A offers natural-language Q&A over enterprise data with dashboards and alerts. Bundled into the Microsoft enterprise stack, it competes head-on with Datova's analytics-and-alerts workflow.
• Tableau (Salesforce) Einstein: Tableau's natural-language and AI capabilities (Einstein, Ask Data) target the same NL-to-insights use case. Embedded in the Salesforce enterprise ecosystem, it is a default option in many enterprise analytics RFPs.

Emerging players

• Augury: AI-driven machine health and process monitoring for manufacturing. Comparable to Datova's TAKO product in the industrial predictive-maintenance space, with sensor-based anomaly detection.
• UptimeAI: AI-based predictive maintenance and asset reliability platform for heavy industry. Overlaps with TAKO on industrial pump/machine monitoring and the broader IT/OT data integration narrative.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/datovai

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Subsidiaries2 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Datova AI