FIM

What FIM does

FIM is an AI platform company that builds source-available, self-hosted agent and contract lifecycle management software for enterprises and institutions that require data sovereignty. The flagship product, FIM One, is a model-agnostic enterprise agent platform that connects ERP, CRM, OA, HR, and database systems through a unified Agent Core with dynamic DAG orchestration, ReAct multi-step loops, and a deterministic Hook System for governance outside the LLM. Zico is the second flagship product — a self-hosted contract lifecycle management platform with AI clause review, contract translation, and word-level diffing, deployed in production at Newborn Town (500+ users across 50+ departments for 1+ year) and CAR Inc. The portfolio also spans AI research tools (Cito semantic paper search, Tuto citation audit, Aha. paper explainer, Hido anonymous code hosting), a defensive security service (Cavo), a single-position AI workflow configuration service (Rolo), and open learning resources (LLM from Scratch, Linear Algebra to Attention, Algorithm Visualization Lab).

The technology stack includes 8 database connectors covering both Western systems (PostgreSQL, MySQL, Oracle, SQL Server) and Chinese Xinchuang databases (达梦 DM, 人大金仓 KingbaseES, GBase, 瀚高 HighGo), native integrations with Feishu, Enterprise WeChat, DingTalk, Slack, Microsoft Teams, and Discord, and support for the Model Context Protocol. FIM has published research in the HHAI 2026 proceedings (IOS Press), submitted additional papers to TMLR, EMNLP, ARR, and BlackboxNLP, and holds a pending Chinese invention patent for GNN-based data-information recommendation. Beijing FIM Network Technology Co., Ltd. holds ISO 9001, ISO/IEC 27001, and ISO/IEC 20000-1 certifications (verifiable on the CNCA registry) and National High-Tech Enterprise (国家高新技术企业) status, providing regulatory qualification for Chinese government and SOE procurement.

FIM operates a hybrid GTM combining enterprise field sales with open-source developer adoption. Revenue streams include enterprise software licenses for FIM One and Zico (private deployment, recurring subscription), cloud/hosted services via FIM Cloud for evaluation, and professional services including per-day corporate AI training, custom development, Rolo job-onboarding packages (¥5,000 fixed-scope), and Cavo managed security services (¥3,000/month). The company is organized as a two-entity group: FIM Labs Pte. Ltd. (Singapore, global headquarters) and Beijing FIM Network Technology Co., Ltd. (China R&D and contracting entity). No external funding rounds have been disclosed.

Name

FIM

Legal name

FIM Labs Pte. Ltd. & Beijing FIM Network Technology Co., Ltd.

Website

https://fim.ai

Company type

Private

Founded year

2026

Operating status

Operating

Headcount range

1–10 employees

Short description

FIM builds source-available, self-hosted AI agent platforms (FIM One) and contract lifecycle management software (Zico) for Chinese enterprises, government agencies, hospitals, and universities requiring private AI deployment with strict data sovereignty and cross-system orchestration.

Ownership category

akta.pro rank

Product category

Enterprise AI Platform

NAICS

Software Publishers (51321), Software Publishers (513210), Custom Computer Programming Services (541511)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming Services (7371), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industries

Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies) (HDAEANAE), AI/ML Engineering & Model Development Services (BPAEAHAF)

Keywords

• Enterprise AI agents
• Self-hosted AI platform
• Contract lifecycle management
• Document intelligence
• Private AI deployment

Headquarters

HQ city

Singapore

HQ country

Singapore

HQ region

Asia

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Enterprise Software Licenses (FIM One, Zico): Source-available enterprise agent platform (FIM One) and contract lifecycle management software (Zico) sold as private deployment licenses to enterprise, government, and healthcare organizations. Both have dedicated sites and active production deployments.
2. Professional Services (AI Training & Custom Development): Corporate AI training billed per day with no purchase commitment. Custom solutions including private deployment and custom development on FIM One and Zico. Also includes Rolo job-onboarding packages (5-day fixed-scope, ¥5,000) and Cavo managed security services.
3. Cloud/Hosted Services (FIM Cloud): FIM Cloud hosted edition for evaluation and non-sensitive scenarios, with hybrid and fully on-premise private deployment options. Stripe-based subscription and customer portal for business edition.

Pricing tiers

Go-to-market motion3 records

Distribution channels6 records

Marketing channels7 records

Core offering

FIM builds and sells a portfolio of AI software products anchored by FIM One, a source-available self-hosted enterprise agent platform that connects ERP, CRM, OA, and database systems through a unified Agent Core with dynamic DAG orchestration and a deterministic Hook governance system. The portfolio also includes Zico (contract lifecycle management), Cito, Tuto, Aha., Hido (research tools), Cavo (managed security service), Rolo (single-position AI workflow configuration), and corporate AI training and custom development services.

Product overview

FIM is an AI platform company with a portfolio of products spanning enterprise AI infrastructure, contract automation, AI research tools, defensive security services, and open learning resources. The portfolio is organized into flagship products (FIM One as the core agent platform and Zico as the contract CLM platform), research tools (Cito, Tuto, Aha., Hido), and complementary services (Cavo security, Rolo workflow configuration). FIM One serves as the horizontal foundation — a source-available agent framework connecting enterprise systems via dynamic orchestration and knowledge retrieval — while Zico, the research tools, Cavo, and Rolo are independent products with their own sites that may also be delivered as custom solutions on top of FIM One. The company is headquartered in Singapore (FIM Labs Pte. Ltd.) with R&D in Beijing, and its certifications cover Beijing FIM Network Technology Co., Ltd. (ISO 9001, ISO 27001, ISO 20000-1). Products are deployed across enterprise, healthcare, and academic sectors.

Differentiator

Problem solved

Functional benefit

Brands

• FIM One: Source-available, self-hosted all-in-one agent platform for Global × China enterprises. Features Agent, RAG, and Workflow capabilities.
• Zico
• Cito
• Tuto
• Aha.
• Hido
• Cavo
• Rolo (就位)

Products and services

• FIM One Model-agnostic, source-available enterprise agent platform that connects ERP, CRM, OA, HR, and database systems through a unified Agent Core using dynamic DAG orchestration, ReAct multi-step loops, and a deterministic Hook System for governance. Supports Cloud, Hybrid (GPU TEE), and fully air-gapped private deployment. Source-available on GitHub with 1,200+ stars and 133 forks.
• Zico (智合) Self-hosted contract lifecycle management (CLM) platform covering full contract flow from drafting to archiving, with AI clause review, cross-language contract translation, and word-level version diffing natively integrated with Feishu. Deployed in production at Newborn Town (500+ users, 50+ departments) and CAR Inc.
• Cito Semantic paper search engine for academic literature with an open API and documentation available at cito.fim.ai.
• Tuto

Quantifiable outcome

• 58.6% memory-reuse rate vs. 0% for traditional RAG, with 17–18% net efficiency gain
• +4 more outcomes

Named customers10 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration17 records

AI capability10 records

Feature10 records

Partnerships

Five partnerships are on record, tiered notable and minor.

• Tsinghua UniversitynotableStrategic or Co-development Partner · 1 January 2025Academic research partnership focused on agent orchestration and LLM applications. FIM One-based AI writing platform deployed for Tsinghua students. Tsinghua students use real-time text analysis, grammar and logic feedback, AI-assisted drafting, and teacher-assisted grading on the platform.
• Peking Union Medical College Hospital (PUMCH)notableStrategic or Co-development PartnerMedical knowledge graph and surgical decision support deployment. PUMCH captures specialty clinical knowledge in a structured gynecology knowledge graph, powering decision-support and assisted diagnosis. Also a model-driven surgical approach recommender for POP management.
• Beijing Ditan Hospital / WHO Collaborating CentreminorStrategic or Co-development PartnerSpecialty follow-up platform deployment covering HIV drug-interaction lookup and a patient education portal (京顺8号). Ditan Hospital is a WHO Collaborating Centre.
• China Cancer Foundation (CCF)minorStrategic or Co-development PartnerGrassroots tumor center training platform: radiation oncologists, physicists, and technologists train and certify on the platform with structured courses, an examination center, and official certificates.
• Peking UniversityminorStrategic or Co-development PartnerQuantitative paleontology platform: Peking University faculty and students use a quantitative paleontology platform for analysis, visualization, and coursework on paleontological data.

Scale indicators5 records

Recent moves6 records

Expansion highlights7 records

Direct peers

• Glean: Glean is an enterprise AI search and agent platform that connects knowledge across workplace apps. It is a direct peer to FIM One in the enterprise agent/RAG orchestration category, though Glean focuses on global SaaS rather than Chinese regulated deployments.
• Sana: Sana is an AI-powered enterprise learning and knowledge platform with agent capabilities. Comparable to FIM One as a horizontally-applied enterprise AI agent platform, though Sana's primary use case is learning rather than cross-system orchestration.
• 4Paradigm (第四范式): 4Paradigm is a leading Chinese enterprise AI platform offering AutoML and decision-intelligence products. Direct peer to FIM One in the Chinese enterprise AI market, with comparable focus on regulated industries and Fortune-class Chinese customers.
• 达观数据 (Daguan Data): Daguan Data provides Chinese-language text mining, document intelligence, and intelligent RPA. Comparable to FIM's document intelligence and contract automation offerings, with similar focus on Chinese enterprise and government customers.
• Ironclad: Ironclad is a leading contract lifecycle management (CLM) platform with AI-powered review and workflow. Direct peer to FIM's Zico CLM product in the AI-augmented contract management category, though Ironclad targets global enterprises while Zico is China-focused.
• Moveworks: Moveworks is an enterprise AI assistant platform for IT, HR, and operations automation. Comparable to FIM One as an agent platform orchestrating actions across enterprise systems, though Moveworks focuses on global Fortune 500 rather than Chinese regulated deployments.

Emerging players

• 智谱AI (Zhipu AI): Zhipu AI is a prominent Chinese foundation model and enterprise AI agent platform built on its own GLM models. Emerging peer overlapping with FIM One in enterprise agent orchestration, with the structural difference that Zhipu is a model vendor and FIM is model-agnostic.

Broad incumbents

• Icertis: Icertis is a broad incumbent in enterprise contract lifecycle management with AI features. Comparable to FIM's Zico product as a CLM platform, though Icertis is a much larger and more globally established player.
• Salesforce (Agentforce): Salesforce's Agentforce is a broad incumbent enterprise agent platform integrated with the Salesforce ecosystem. Comparable to FIM One as an enterprise AI agent solution, though Salesforce is vendor-locked to its own CRM/ERP ecosystem — exactly the lock-in FIM is structured to avoid.
• ABBYY: ABBYY is a long-established document intelligence and process automation vendor. Comparable to FIM's document intelligence and contract automation roots, though ABBYY's offerings are more horizontal and less focused on agent orchestration than FIM One.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xtwitter.com/fim_ai
• GitHubgithub.com/fim-ai
• LinkedInlinkedin.com/company/fim-labs

Compliance4 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 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 FIM