Eragon
Eragon is an AI Operating System for enterprises that post-trains company-specific language models on each client's proprietary data inside the client's own infrastructure, enabling natural-language interaction across CRMs, ERPs, billing, and operations workflows. The company targets AI-native startups and large enterprises and sells via quote-based direct enterprise sales.
- Company typePrivate
- Founded2024
- HeadquartersSan Francisco, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Eragon does
Eragon is an Applied AI Lab building an AI Operating System for enterprises, founded in 2024 by Josh Sirota, a former executive at Oracle and Salesforce. The company emerged from stealth in March 2026 alongside a $12 million seed round led by Long Journey Ventures (Arielle Zuckerberg) at a $100 million post-money valuation, with Soma Capital, Axiom Partners, and angels Mike Knoop and Elias Torres participating. Eragon's platform is designed to replace the navigation layer of traditional enterprise software with a natural-language interface, enabling employees to query and act on data across CRMs, ERPs, billing, and other backend systems through conversation rather than complex menus.
The core technical stack centers on a per-customer "Company World Model": open-source large language models post-trained on each client's proprietary data within that client's own infrastructure, so the customer retains ownership of the resulting model weights and keeps all data in-environment. The platform wraps the model in a five-stage workflow (Connect, Train, Evaluate, Deploy, Operate), a Multi-Model Orchestration layer that routes tasks across fast and reasoning models with automatic failover, persistent agent memory that compounds institutional knowledge over time, a modular Skills framework for extensible agent capabilities, and a Gateway control plane that orchestrates channels, tools, and sessions. Eragon also publishes proprietary research frameworks — RLQF (Reinforcement Learning from Query Feedback) and Fast-Slow Training (FST), the latter claimed to be up to 3x more sample-efficient than RL-only training — distributed in part via an arXiv paper. Security architecture includes self-hosted deployment, sandboxed execution with permission-gated access, and a full audit trail.
Eragon monetizes via subscription to its enterprise SaaS platform with quote-based, negotiated pricing and a forward-deployed engineering implementation model. Distribution is direct enterprise field sales anchored by a "Book a call" CTA across all web properties; integration partnerships with Deel (payroll/compliance) and MeritFirst (skills-based assessment) extend the platform into recruiting and global onboarding workflows. Current named customers are primarily AI-native startups and growth-stage companies (Corgi, Slash, Labs, Dedalus Labs), with stated intent to expand up-market into large enterprises; headcount is 1-10 and the company is headquartered in San Francisco.
Eragon firmographics
Firmographics- Name
- Eragon
- Legal name
- Eragon Corp
- Website
- https://eragon.ai
- Company type
- Private
- Founded year
- 2024
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Eragon is an AI Operating System for enterprises that post-trains company-specific language models on each client's proprietary data inside the client's own infrastructure, enabling natural-language interaction across CRMs, ERPs, billing, and operations workflows. The company targets AI-native startups and large enterprises and sells via quote-based direct enterprise sales.
- Ownership category
- akta.pro rank
Eragon industry classification
Industry- Product category
- Enterprise AI Operating System
- NAICS
- Custom Computer Programming Services (541511), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518210)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)
- akta.pro secondary industries
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), Model Hosting, Serving & Inference Platforms (HDAAACAB), AI/ML Engineering & Model Development Services (BPAEAHAF)
Keywords
Where Eragon is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Eragon business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure
Revenue model
- AI Operating System Platform Subscription: Eragon operates as a B2B SaaS platform providing an AI operating system for enterprises. The platform is deployed within client infrastructure with models trained on proprietary customer data. Revenue is generated through subscription-based access to the platform, with pricing implied to be enterprise-tier quote-based.
Go-to-market motion2 records
Distribution channels1 record
Marketing channels5 records
Eragon product offering
Product offeringCore offering
Eragon sells a B2B AI Operating System that connects a company's existing tools, data, and channels, then post-trains proprietary AI models on the customer's own data inside their infrastructure. It deploys autonomous, natural-language agents that execute workflows (underwriting, recruiting, finance, operations) across CRMs, ERPs, billing, and other enterprise systems, with the customer retaining ownership of the model weights.
Product overview
Eragon is an Applied AI Lab providing an AI Operating System for enterprises. The core offering is the Eragon AI Operating System—a full-stack platform that includes the Company World Model (a post-trained model trained on each enterprise's specific data), a proprietary RLQF reinforcement learning harness for orchestration and governance, Multi-Agent infrastructure with Gateway control plane, Memory, Skills, and Multi-Model Orchestration. The platform also includes enterprise security features (Self-Hosted Deployment, Sandboxed Execution, Audit Trail). Eragon publishes proprietary research frameworks including RLQF for reinforcement learning from query feedback and Fast-Slow Training for combined fast-context and slow-weight model optimization. The platform connects to existing enterprise infrastructure, trains models within each client's secure environment, evaluates agent performance against business outcomes, deploys purpose-built agents, and operates them autonomously around the clock.
Differentiator
Problem solved
Functional benefit
Products and services
- Eragon AI Operating System An enterprise AI platform that connects to existing tools and data, post-trains proprietary models on each customer's data inside their infrastructure, and deploys autonomous agents that operate across CRMs, ERPs, billing, and other backend systems through natural language commands.
Quantifiable outcome
- ~50% reduction in manual recruiting hours per role
- +5 more outcomes
Companies that use Eragon
Customer profileNamed customers5 records
Segments3 records
Ideal customer profiles3 records
Eragon technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration2 records
AI capability10 records
Feature8 records
Eragon partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered core.
- MeritFirstcoreMeritFirst is Eragon's official assessment partner for recruiting. The integration enables Eragon to create, distribute, and evaluate skills-based assessments for any role via the `/meritfirst` command. MeritFirst assessment results are weighted heavily in Eragon's candidate screening rubric, providing calibrated, real-work signals on candidate capabilities.
- DeelcoreDeel is Eragon's integration partner for global payroll, offers, and compliance. Eragon integrates directly with Deel's APIs to generate offer letters from pre-approved templates, populate compensation and equity details, handle country-specific compliance clauses, and manage onboarding workflows. The partnership automates the end-to-end offer-to-onboarding process for globally distributed teams.
Scale indicators3 records
Recent moves6 records
Expansion highlights6 records
Eragon competitors and assessment
Company assessmentDirect peers
- Sana: Sana offers an enterprise AI knowledge and learning platform that connects to existing tools, automates workflows, and provides company-specific AI assistants — directly comparable to Eragon's Company World Model and persistent memory positioning.
- Glean Technologies: Glean provides an enterprise AI search and knowledge platform that connects workplace data across apps (CRM, ERP, docs) — the same cross-system unified-interface thesis as Eragon. Both target large enterprises with self-hosted/safe deployment models and a focus on company-specific knowledge.
- MultiOn: MultiOn builds autonomous AI agents that execute multi-step tasks across web and enterprise applications — directly comparable to Eragon's autonomous agents with persistent memory and tool-use capabilities.
- Moveworks: Moveworks is an enterprise AI assistant platform that automates IT, HR, and finance workflows through natural-language interactions with backend systems. It shares Eragon's core bet on AI agents replacing traditional enterprise software navigation and is already deeply embedded in large enterprises.
- Hebbia: Hebbia deploys AI agents across enterprise document repositories and data systems to extract, analyze, and act on information for knowledge workers. It competes with Eragon for the same enterprise AI-agent workflow automation budget.
- Adept AI: Adept builds AI agents that operate enterprise software on behalf of users — using tools, navigating UIs, and executing workflows. This matches Eragon's 'agents that act across systems' thesis at the user-facing automation layer.
Emerging players
- Writer: Writer offers an enterprise AI platform with custom models, knowledge graph integration, and agentic workflows — directly competing with Eragon for company-specific AI and agent deployment budgets.
- Decagon: Decagon delivers AI agent platforms focused on customer support automation, with company-specific model tuning and integration into enterprise systems. It overlaps with Eragon's agent orchestration thesis in a specific vertical.
Broad incumbents
- Salesforce Agentforce: Salesforce's Agentforce embeds autonomous AI agents into the world's largest CRM platform, providing a broad incumbent alternative to Eragon for enterprise AI workflow automation, backed by massive distribution.
- Microsoft 365 Copilot: Microsoft 365 Copilot embeds AI agents across Word, Excel, Teams, and the broader Microsoft ecosystem — a broad incumbent alternative to Eragon's vision of natural-language interfaces over enterprise software.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
Eragon social profiles
Digital presenceEragon financial estimates
Financial estimateRevenue estimate
Valuation estimate
Eragon leadership team
Management profileNumber of profiles
Profiles1 record
Eragon funding detail
Funding detailFunding overview
Funding rounds1 record
Investors7 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Eragon 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 Eragon
What does Eragon do?
Eragon sells a B2B AI Operating System that connects a company's existing tools, data, and channels, then post-trains proprietary AI models on the customer's own data inside their infrastructure. It deploys autonomous, natural-language agents that execute workflows (underwriting, recruiting, finance, operations) across CRMs, ERPs, billing, and other enterprise systems, with the customer retaining ownership of the model weights.
Is Eragon a public or private company?
Eragon is a private company. It is classified as venture growth investor backed and is currently operating.
When was Eragon founded?
Eragon was founded in 2024. It employs 11 to 50 people.
Where is Eragon based?
Eragon is headquartered in San Francisco, United States, in the North America region.
How does Eragon make money?
One revenue line is on record: AI Operating System Platform Subscription.
Who are Eragon's main competitors?
Direct peers on record are Sana, Glean Technologies, MultiOn, Moveworks, Hebbia and Adept AI. Emerging players are Writer and Decagon. Broad incumbents are Salesforce Agentforce and Microsoft 365 Copilot.
Does Eragon have an API?
No public API is recorded for Eragon.
What industry is Eragon in?
Eragon's product category is Enterprise AI Operating System. Its primary akta.pro industry code is HDAAACAF, Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent), with a secondary code of HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management). Its NAICS code is 541511 and its SIC code is 7372.