What Jedify does

Jedify is a Brooklyn-based technology company that develops a contextual data platform, the Jedify Context Graph, designed to enable AI agents to reason accurately on enterprise-specific data. Founded in 2023, the company built its core proprietary technology, Semantic Fusion™, which autonomously generates context graphs that connect fragmented enterprise data sources — databases, warehouses, SaaS applications, CRMs, and unstructured business documents — into a unified semantic layer capturing entities, relationships, permissions, and business meaning. The platform operates as model-agnostic context infrastructure for agentic workflows, exposing MCP and A2A servers and offering native Data Agents for autonomous reasoning, with claimed outcomes of 40% accuracy improvement and 70% token reduction versus baseline AI agent performance.

The product portfolio spans six modules: Semantic Fusion™ (the core contextual data layer), Data Agents (autonomous reasoning agents), Data & Knowledge Connectors (native integrations), Embedded AI Analytics (white-label customer-facing analytics), AI Applications (conversational analytics, research agents, dashboards), and Governance (permissioning and semantic model editing). The platform is deployable as Jedify Native Agents or as context infrastructure for external agentic applications, and holds SOC 2 Type II compliance.

Jedify operates a hybrid go-to-market combining enterprise sales-led motion targeting mid-market and large enterprises with a self-serve freemium tier, complemented by distribution through Snowflake Marketplace (via a Native App built through the Startup Accelerator) and AWS Marketplace. Revenue is generated through SaaS subscriptions with annual billing, quote-based pricing, and usage-based overages on permitted queries and users. The company serves 10-20 enterprise customers across seven verticals including media/weather (The Weather Company), security (Kiteworks), ad tech (Openweb), audio/media (SoundCloud), underground mapping (Exodigo), sales technology (DealHub), and gaming (RubyPlay). As of June 2026, Jedify has raised over $33 million in total funding across a $8.5M seed (2023) and a $24M Series A led by Norwest Venture Partners with strategic investment from Snowflake Ventures.

Name

Jedify

Legal name

Jedify Inc.

Website

https://jedify.com

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

11–50 employees

Short description

Jedify builds a context graph platform that fuses enterprise data and business logic into a unified semantic layer, enabling AI agents to reason accurately on company-specific context. It serves mid-market and large enterprises across media, security, gaming, ad tech, and other data-intensive verticals via SaaS and Snowflake/AWS marketplace distribution.

Ownership category

akta.pro rank

Headquarters

HQ city

Brooklyn

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. SaaS Subscription: Subscription-based SaaS model with per-query and per-permitted-user pricing. Access granted remotely on software-as-a-service basis for internal business purposes. Payment terms include 30-day invoice cycles with potential usage-based overages.

Pricing tiers

Go-to-market motion3 records

Distribution channels4 records

Marketing channels4 records

Core offering

Jedify develops and sells an autonomous context graph platform for enterprise AI, powered by its proprietary Semantic Fusion™ technology. The platform connects fragmented enterprise data sources (databases, data lakes, warehouses, SaaS apps, CRMs, BI tools, and business documents) into a unified semantic model that grounds AI agents in company-specific business context. It is sold as a SaaS subscription to mid-market and large enterprises via direct sales and cloud marketplaces, with a freemium self-serve tier also available.

Product overview

Jedify is a unified context graph platform for enterprise AI, built around its core Semantic Fusion™ technology. The platform operates as an autonomous context graph that connects to all enterprise data sources and enables an enterprise-grade agentic framework for workflows. The product portfolio includes: Semantic Fusion™ (the AI-ready contextual data layer as the core engine), Data Agents (autonomous reasoning agents), Data & Knowledge Connectors (native data integration), Embedded AI Analytics (white-label customer-facing analytics), AI Applications (conversational analytics and dashboards), MCP & Integrations (context protocol for agentic apps), and Governance tools. The platform is model-agnostic and deployment-agnostic, deployable as Jedify Native Agents or as context infrastructure for external agentic applications.

Differentiator

Problem solved

Functional benefit

Brands

• Semantic Fusion™: AI-ready contextual data layer technology that creates a multi-dimensional context graph connecting enterprise data sources.

Products and services

• Jedify Semantic Fusion™ The core AI-ready contextual data layer that fuses business logic and data into a single context graph built for AI agents. It connects to all enterprise data sources and generates autonomous semantic models tailored to customer data and business context.
• Data Agents Autonomous reasoning AI agents deeply grounded to organizational context, enabling users to explore data fluidly, surface rapid insights on demand, and conduct in-depth research with precision.
• Data & Knowledge Connectors Native connectors providing complete context by integrating with data lakes, warehouses, BI tools, databases, CRMs, and other relevant data sources including documents describing business processes and goals.
• Embedded AI Analytics Enables companies to give their customers AI superpowers by providing context-aware analysis powered by Semantic Fusion technology for customer-facing analytics applications.

Quantifiable outcome

• 40% accuracy improvement in AI agent responses
• +1 more outcomes

Named customers7 records

Segments6 records

Ideal customer profiles3 records

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability4 records

Feature6 records

Partnerships

Three partnerships are on record, tiered core partnership, marketplace partner and ecosystem partner.

• Snowflakecore partnershipTechnology or Integration · 12 June 2026Deep technology integration with Snowflake Cortex AI capabilities including Semantic Views, Cortex Analyst, and Snowflake CoWork. Jedify built Snowflake Native App through Startup Accelerator. Partnership focuses on automated semantic lifecycle management, graph-based orchestration, and improved answer accuracy. Enables Jedify customers to access Snowflake CoWork, Cortex Agents, and Cortex Analyst while helping Snowflake customers automate Semantic Views creation.
• AWSmarketplace partnerTechnology or IntegrationAWS Marketplace listing enables AWS customers to discover and deploy Jedify's context graph platform.
• AcuityMDecosystem partnerTechnology or IntegrationAcuityMD launched Encounters Data Mart on Snowflake Marketplace alongside Snowflake's investment in Jedify, reinforcing Snowflake's positioning for healthcare/MedTech data workflows.

Scale indicators5 records

Recent moves5 records

Expansion highlights7 records

Direct peers

• Glean: Enterprise AI search and knowledge platform that connects fragmented workplace data sources to power AI assistants. Highly comparable to Jedify as both address enterprise AI context gaps through unified data layers, though Glean focuses on unstructured workplace knowledge while Jedify focuses on structured business data.
• Atlan: Active metadata and data context platform that creates a unified layer over enterprise data warehouses. Directly comparable as both companies position around contextual data enablement for AI and analytics use cases, with strong Snowflake and Databricks ecosystem presence.
• Alation: Enterprise data catalog and data intelligence platform providing semantic context across data sources. Comparable in addressing enterprise data fragmentation for analytics and AI, with an established customer base of large enterprises.
• Stardog: Enterprise knowledge graph platform that unifies data assets using semantic graph technology. Highly comparable core technology to Jedify's context graph approach, with similar positioning around AI-readiness and enterprise data integration.
• Neo4j: Leading graph database platform used to build knowledge graphs and relationship-aware applications. Comparable as core graph technology underpinning context-rich AI applications, though Neo4j is a foundational database while Jedify is an applied semantic layer.

Broad incumbents

• Palantir Foundry: Large enterprise data integration and AI platform serving governments and Fortune 500s. Comparable as an enterprise AI data orchestration platform, but operates as a broader, established player with much wider scope than Jedify's semantic context specialization.
• Databricks: Leading data and AI platform with Unity Catalog providing data governance and discovery. Comparable as a broader platform providing data context for AI workloads, with significantly larger scale and broader product portfolio than Jedify.

Emerging players

• Pinecone: Managed vector database for AI applications. Adjacent AI data infrastructure player — comparable as enabling infrastructure for AI context, though focused on vector similarity search rather than semantic graph representation.
• Monte Carlo: Data observability platform providing metadata-driven monitoring and reliability for data pipelines. Comparable in operating in the enterprise data context layer space, though focused on data quality and observability rather than semantic AI context.
• Cognee: Open-source knowledge graph memory layer for AI agents and LLM applications. Comparable emerging player building context infrastructure for AI agents, representing potential open-source competition to Jedify's enterprise context graph.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/jedifyai
• LinkedInlinkedin.com/company/jedify-com

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds2 records

Investors5 records

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 Jedify