Futurenest
Futurenest is a Taipei-based enterprise AI software company selling a three-product platform (Xerno, Xparse, Xtan) that combines proprietary RAG, multimodal data processing, no-code agent building, and GPU governance for large enterprises in government, financial, manufacturing, and consulting sectors across Taiwan and selectively in the US.
- Company typePrivate
- Founded2020
- HeadquartersTaipei, Taiwan
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Futurenest does
Futurenest Inc. (未來巢科技股份有限公司) is a Taiwan-based private enterprise AI software company founded in 2020 and headquartered in Xinyi District, Taipei, with 11-50 employees. The company sells a three-product enterprise AI platform: Xerno (Knowledge Engine) for enterprise knowledge management and agentic task execution, Xparse (Governance Center) for GPU resource scheduling, runtime governance, multi-tenant access control, and audit trails, and Xtan (Applications Platform), a no-code conversational AI assistant builder that publishes to Line, Messenger, websites, and APIs. The underlying technology stack centers on proprietary retrieval-augmented generation (RAG), multimodal processing of structured and unstructured enterprise data (including PostgreSQL/MySQL database connections), Function Calling and Model Context Protocol (MCP) integration, response honesty scoring, and a visual Agent Builder; a technology invention patent is filed-pending. The platform is deployed on AWS and orchestrates multiple third-party LLMs (Azure OpenAI GPT, AWS Bedrock Claude, Meta Llama, Google Gemini, DeepSeek) rather than training in-house foundation models.
Futurenest monetizes through annual subscriptions to Xerno, Xparse, and Xtan under quote-based enterprise contracts with a 99.9% service availability commitment, sold primarily through direct enterprise sales supported by free consultation, trial, and demo, with distribution scaled via Zero One Technology (official GeniAltX distributor in Taiwan), Macnica, and the MetaAge Cloud Marketplace. Target customers are large enterprises in Taiwan and the broader region across government, financial services, manufacturing, and consulting, with named deployments spanning government agencies and large financial, manufacturing, and consulting firms. Go-to-market leverages the NVIDIA Inception Program and GTC showcases, Microsoft Startup Accelerator, Intel ISV/Partner Alliance Gold tier, and a TAI1 AI Accelerator cohort position. Revenue is not publicly disclosed; only one funding round of $276,727 in April 2025 is on record, and the company is privately held with no public listing.
Futurenest firmographics
Firmographics- Name
- Futurenest
- Legal name
- 未來巢科技股份有限公司 (Futurenest Inc.)
- Website
- https://futurenest.ai
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Futurenest is a Taipei-based enterprise AI software company selling a three-product platform (Xerno, Xparse, Xtan) that combines proprietary RAG, multimodal data processing, no-code agent building, and GPU governance for large enterprises in government, financial, manufacturing, and consulting sectors across Taiwan and selectively in the US.
- Ownership category
- akta.pro rank
Futurenest industry classification
Industry- Product category
- Enterprise AI Platform
- NAICS
- Software Publishers (5132), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- LLMOps & Generative AI Platforms (Prompt/Agent Orchestration, RAG) (HDAEANAD)
- akta.pro secondary industries
- AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
Keywords
Where Futurenest is headquartered
LocationHeadquarters
- HQ city
- Taipei
- HQ country
- Taiwan
- HQ region
- Asia
Offices1 record
Markets served
Futurenest business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- Subscription-based System Services: Enterprise customers subscribe to AI platform services (Xerno, Xparse, Xtan) with pricing based on service orders. Supports direct sales and authorized distributor channels with payment terms within 7 days of invoice.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise AI platform with free trial and demo available |
Go-to-market motion3 records
Distribution channels2 records
Marketing channels6 records
Futurenest product offering
Product offeringCore offering
Futurenest sells an end-to-end enterprise AI platform consisting of three integrated products: Xerno (Knowledge Engine) for enterprise knowledge management and AI-driven task execution, Xparse (Governance Center) for GPU computing power scheduling, AI runtime governance, and audit/traceability, and Xtan (Applications Platform) for no-code conversational AI assistant building and deployment. The platform uses proprietary RAG technology to integrate structured and unstructured enterprise data and connects to multiple leading LLMs, and is delivered to enterprise and government customers primarily through direct subscription sales in Taiwan with channel partner distribution.
Product overview
Futurenest offers an end-to-end AI platform for enterprises comprising three integrated core products: Xerno (Knowledge Engine) for enterprise knowledge management and AI-driven task execution, Xparse (Governance Center) for AI resource operations, GPU scheduling, and governance, and Xtan (Applications Platform) for no-code AI assistant development and deployment. The three products form a unified stack: Xerno manages knowledge assets and agentic workflows, Xparse provides the runtime governance and GPU infrastructure layer, and Xtan serves as the front-end application layer for building and publishing conversational AI assistants. The platform integrates enterprise data across structured and unstructured sources, supports multiple leading LLM providers (Azure OpenAI, AWS Bedrock, Meta Llama, Google Gemini, DeepSeek), and is deployed on AWS infrastructure.
Differentiator
Problem solved
Functional benefit
Brands
- Xerno: Knowledge Engine - An enterprise knowledge management platform that transforms enterprise knowledge into actionable insights, featuring agentic task execution, context-aware knowledge workplace, autonomous workflow orchestration, and sovereign AI control plane.
- Xparse
- Xtan
Products and services
- Xerno (Knowledge Engine) Enterprise knowledge management and AI-driven insight platform that centralizes documents, conversations, and workflows. Xerno provides an AI Agent Builder with a visual interface for creating task-execution agents, combines enterprise knowledge bases with strict access controls to ensure every AI outcome is sourced and traceable, and automates routine tasks through schedulable and trigger-based AI workflows. It is targeted at large enterprises and government institutions deploying AI across departments.
- Xparse (Governance Center) Enterprise AI resource operations and governance platform that integrates GPU computing power, AI Runtime, Agent applications, and governance mechanisms. Xparse enables centralized management of GPU and AI Runtime resources, multi-tenant access control across departments and projects, runtime governance, and complete audit trail and traceability for AI execution processes, operations logs, and resource usage status. It is designed for enterprises and government institutions that need to scale AI safely with cost and compliance controls.
- Xtan (Applications Platform) No-code AI assistant platform that combines enterprise data with world-class large language models through conversational interfaces. Xtan enables enterprises to build, deploy, and manage AI assistants in minutes using natural language, with built-in RAG technology for knowledge integration, transparent response scoring, source attribution, and one-click publishing to Line, Messenger, websites, and custom APIs. All services are deployed on AWS with strict data security policies.
Quantifiable outcome
- Service availability of 99.9%
Companies that use Futurenest
Customer profileNamed customers4 records
Segments3 records
Ideal customer profiles2 records
Futurenest technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability9 records
Feature6 records
Futurenest partnerships and signals
Strategic signalPartnerships
Eleven partnerships are on record, tiered core and major.
- MiTAC Computing TechnologycoreStrategic ecosystem partnership as part of MiTAC's AI infrastructure solutions ecosystem at COMPUTEX 2026, delivering turnkey AI infrastructure solutions for enterprise data centers alongside AMD, NVIDIA, Intel, and other technology leaders.
- NVIDIAcoreMember of NVIDIA Inception Program; featured in NVIDIA Accelerated Apps Catalog; showcased at GTC Taiwan and COMPUTEX keynote. Active collaboration for AI infrastructure and enterprise deployment.
- IntelcoreIntel ISV Provider and Intel Partner Alliance Gold member. Provides enterprise AI solutions certified for Intel infrastructure.
- MicrosoftcoreSelected for Microsoft Startup Accelerator program for enterprise AI development and go-to-market support.
- Zero One Technology (零壹科技)coreOfficial Taiwan distributor for GeniAltX product line, expanding market reach in Taiwan enterprise segment.
- INFINITIXcoreAICC Compute Alliance partnership for GPU computing power and AI infrastructure collaboration.
- TAI1 AI AcceleratorcoreInaugural cohort member of TAI1 AI Accelerator; received investment support and industry collaboration opportunities.
- Startup Island TAIWAN Silicon Valley HubmajorTaiwan startup delegation led at NVIDIA GTC 2026; Taiwan Demo Day connecting with international investors.
- Advantech (研華)majorStrategic partner listed on website for enterprise AI solutions integration.
- MacnicamajorChannel partner for technology distribution and solutions delivery.
- MetaAge (邁達特)majorCloud Marketplace partner for distribution through MetaAge cloud services.
Scale indicators3 records
Recent moves6 records
Expansion highlights6 records
Futurenest competitors and assessment
Company assessmentDirect peers
- Glean Technologies: Enterprise AI search and agent platform that connects to corporate knowledge sources and provides RAG-based assistants — directly comparable to Xerno and Xtan, targeting the same enterprise buyer with similar RAG/agent capabilities.
- Kore.ai: Enterprise AI agent platform with no-code agent building, multi-LLM support, and governance features — the closest direct competitor to Futurenest's Xerno/Xtan stack for large enterprise customers.
- Moveworks: Enterprise AI assistant platform focused on knowledge management, IT/HR workflows, and multi-system integrations — competes head-on for the same enterprise knowledge and agent use cases Futurenest targets.
- Aisera: Enterprise AI agent and copilot platform with RAG, multi-tenant governance, and integrations to business systems — comparable product architecture and enterprise buyer to Futurenest's three-product stack.
- Sana: Enterprise AI knowledge and learning platform that combines a knowledge graph with AI assistants — overlaps with Xerno's knowledge engine and Xtan's no-code assistant capabilities.
- Cohere: Enterprise LLM and RAG platform with agent-building APIs, governance, and multi-tenant controls — comparable at the model and orchestration layer to Xparse and Xtan's enterprise deployment approach.
Broad incumbents
- C3.ai: Broad enterprise AI application platform with model lifecycle management, governance, and industry-specific AI apps — overlaps with Futurenest's enterprise AI governance and agent capabilities at a much larger scale.
- Palantir Technologies: Enterprise data and AI platform with ontology-driven governance, agent workflows, and audit trails — competes in the same regulated-vertical AI governance space as Xparse.
Regional players
- Appier: Asia-headquartered AI platform company offering enterprise AI solutions across marketing and operations — comparable as a regional enterprise AI peer with overlapping Taiwan/APAC customer base.
- iKala: Taiwan-based AI company offering enterprise AI, cloud, and data solutions to regional customers — most directly comparable Asia-Pacific peer in terms of geography, size, and enterprise AI focus.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat5 records
Key risks5 records
Key highlights6 records
Customer concentration
Futurenest social profiles
Digital presenceFuturenest compliance and trust
Trust signalCompliance1 record
Futurenest financial estimates
Financial estimateRevenue estimate
Valuation estimate
Futurenest leadership team
Management profileNumber of profiles
Profiles2 records
Futurenest funding detail
Funding detailFunding overview
Funding rounds1 record
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Futurenest 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 Futurenest
What does Futurenest do?
Futurenest sells an end-to-end enterprise AI platform consisting of three integrated products: Xerno (Knowledge Engine) for enterprise knowledge management and AI-driven task execution, Xparse (Governance Center) for GPU computing power scheduling, AI runtime governance, and audit/traceability, and Xtan (Applications Platform) for no-code conversational AI assistant building and deployment. The platform uses proprietary RAG technology to integrate structured and unstructured enterprise data and connects to multiple leading LLMs, and is delivered to enterprise and government customers primarily through direct subscription sales in Taiwan with channel partner distribution.
Is Futurenest a public or private company?
Futurenest is a private company. It is classified as venture growth investor backed and is currently operating.
When was Futurenest founded?
Futurenest was founded in 2020. It employs 11 to 50 people.
Where is Futurenest based?
Futurenest is headquartered in Taipei, Taiwan, in the Asia region.
How does Futurenest make money?
One revenue line is on record: subscription-based System Services.
Who are Futurenest's main competitors?
Direct peers on record are Glean Technologies, Kore.ai, Moveworks, Aisera, Sana and Cohere. Broad incumbents are C3.ai and Palantir Technologies. Regional players are Appier and iKala.
Does Futurenest have an API?
Yes. Xtan supports publishing AI assistants via dedicated URLs and APIs, allowing enterprises to expose AI capabilities externally without additional programming. Xtan combines Function Calling and MCP (Model Context Protocol) technology for seamless integration with enterprise business systems. API availability appears to be part of the platform's core offering for enterprise deployment.
What industry is Futurenest in?
Futurenest's product category is Enterprise AI Platform. Its primary akta.pro industry code is HDAEANAD, LLMOps & Generative AI Platforms (Prompt/Agent Orchestration, RAG), with a secondary code of HDAEANAJ, AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs). Its NAICS code is 5132 and its SIC code is 7372.