FT
FT Inc. is a Tokyo-based data engineering company that builds Kraken., an AI-powered data mesh platform for Japanese manufacturers, retailers, and municipalities to organize industrial data and enable AI-driven decision-making.
- Company typePrivate
- Founded2007
- HeadquartersTokyo, Japan
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What FT does
FT Inc. (株式会社エフティー) is a Tokyo-based data engineering company that builds Kraken., an AI-powered, knowledge-type data mesh platform aimed at solving data fragmentation and democratization problems inside large Japanese enterprises. The platform applies a data mesh architecture in which each business domain owns and manages its own data, combined with proprietary AI analytics that the company says produces explainable insights from industrial data — positioning against the opaque outputs of general-purpose AI tools like ChatGPT. The company also offers Kraken.solution as a packaged delivery of its industrial data management and AI analysis capabilities.
The company serves three primary verticals: manufacturers seeking process and traceability analytics, retailers and food service operators needing integrated cross-channel customer data, and municipalities and government organizations undergoing digital transformation. Its go-to-market is direct enterprise sales via the company website, supplemented by content marketing through its owned media 'Data Voyager' (launched April 2025 on Note.com) and selective industry event participation. Revenue is generated through SaaS subscription for the Kraken. platform and professional services for DX consulting and implementation; pricing is quote-based and not publicly disclosed.
The company is privately held, founder-controlled, and bootstrapped, with no external funding rounds disclosed. It reports 1-10 employees, ¥10 million in registered capital, and is led by CEO Kato Daio and CTO Kitaguchi Tsutomu, with former IBM VP and research director Iwano Kazuo serving as external director. Operations are concentrated in Japan, with headquarters in the Daikanyama area of Shibuya, Tokyo.
FT firmographics
Firmographics- Name
- FT
- Legal name
- 株式会社エフティー
- Website
- https://ftft.jp
- Company type
- Private
- Founded year
- 2007
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- FT Inc. is a Tokyo-based data engineering company that builds Kraken., an AI-powered data mesh platform for Japanese manufacturers, retailers, and municipalities to organize industrial data and enable AI-driven decision-making.
- Ownership category
- akta.pro rank
Where FT is headquartered
LocationHeadquarters
- HQ city
- Tokyo
- HQ country
- Japan
- HQ region
- Asia
Offices1 record
Markets served
FT business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure
Revenue model
- Kraken. Platform Subscription: SaaS-based data mesh platform providing data integration, management, and AI analytics capabilities on a subscription basis. The platform addresses data democratization challenges for enterprises undergoing digital transformation.
- Professional Services: Data strategy consulting and implementation services for DX projects targeting large manufacturers, municipalities, and retailers.
Go-to-market motion2 records
Distribution channels1 record
Marketing channels3 records
FT product offering
Product offeringCore offering
FT Inc. develops and sells Kraken., an AI-powered next-generation knowledge-type data mesh platform that uses data mesh architecture to enable distributed data ownership and management across business domains, breaking down data silos and constructing knowledge from industrial data. The company complements the platform with Kraken.solution, which delivers centralized industrial data management and advanced AI analysis for enterprise digital transformation projects, and offers professional services for data strategy consulting and DX implementation.
Product overview
FT Inc. offers a unified product architecture centered on the Kraken. data mesh platform. The portfolio consists of the Kraken. core platform, which is an AI-powered knowledge-type data mesh platform for enterprise data organization and distributed data ownership/management, and Kraken.solution, which delivers the company's industrial data management and AI analysis capabilities to customers. The company positions itself as a data engineering group that helps enterprises organize and utilize their data assets.
Differentiator
Problem solved
Functional benefit
Brands
- Kraken. Next-generation knowledge-type data mesh platform that leverages AI to break down data silos, enable company-wide data access, and facilitate rapid decision-making and advanced analytics. It implements data mesh architecture with decentralized data ownership and management across business domains.
Products and services
- Kraken. (クラーケン) AI-powered next-generation knowledge-type data mesh platform that resolves data management obstacles by constructing knowledge from enterprise data oceans. Uses data mesh architecture to achieve distributed ownership and management of data across business domains, enabling each domain to own and manage data independently for improved data quality and utilization efficiency. Targeted at enterprises undergoing digital transformation, including manufacturers, retailers, and municipalities.
- Kraken.solution Solution offering from FT that achieves centralized management of industrial data and advanced AI-powered analysis. Provides expression methods for helping people understand complex data structures, designed to generate value through new technology and innovate corporate management for enterprises pursuing digital transformation.
- Professional Services (Data Strategy Consulting and DX Implementation) Data strategy consulting and implementation services for DX projects targeting large manufacturers, municipalities, and retailers, supporting deployment of the Kraken. platform and broader enterprise digital transformation initiatives.
Companies that use FT
Customer profileSegments3 records
Ideal customer profiles3 records
FT technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability1 record
Feature3 records
FT partnerships and signals
Strategic signalScale indicators3 records
Recent moves5 records
Expansion highlights5 records
FT competitors and assessment
Company assessmentBroad incumbents
- Databricks: Databricks' lakehouse platform unifies data warehousing, data lake, and AI/ML on a single architecture, overlapping with much of Kraken.'s AI-analytics and data-integration proposition. As a much larger and heavily funded incumbent, it represents the most significant competitive threat to FT's industrial-data AI thesis.
- Informatica: Informatica is a long-established data integration and data management suite used by global enterprises, addressing the data-integration and data-quality problems FT solves with Kraken.solution. Its broad portfolio competes with FT wherever Japanese enterprises already have Informatica deployments.
- Snowflake: Snowflake is the dominant cloud data platform and increasingly bundles AI and data-sharing capabilities that overlap with Kraken.'s data-democratization value proposition. Its scale and enterprise installed base set the competitive ceiling FT must convince Japanese enterprises to ignore.
Direct peers
- Alation: Alation is a data-catalog and data-intelligence platform that addresses many of the same data-democratization and data-silo pain points FT targets with Kraken., including breaking down silos, enabling domain ownership, and providing explainability around data assets.
- dbt Labs: dbt Labs provides data transformation tooling that operationalizes the data-engineering layer underpinning any data mesh, directly relevant to FT's developer and analytics-engineering users. Both compete to be the canonical layer that turns raw industrial data into trusted knowledge.
- Collibra: Collibra provides enterprise data governance and cataloging, directly competing with FT's data mesh narrative around distributed domain ownership and explainability. Both sell to large enterprises struggling with data silos and accountability for AI-driven decisions.
- Starburst: Starburst is a distributed SQL query engine built explicitly on data mesh architecture (Trino), directly mirroring FT's Kraken. distributed data-ownership thesis for enterprise analytics. Both target large enterprises that need federated querying across data domains without centralizing data.
Emerging players
- Dataiku: Dataiku is an enterprise AI and data-science platform that combines data preparation, ML, and analytics, overlapping with FT's industrial-data AI analytics proposition. Both target enterprises that need explainable, governed AI outputs rather than black-box LLM-style results.
- ThoughtSpot: ThoughtSpot delivers AI-driven analytics and natural-language querying for business users, overlapping with Kraken.'s AI analytics engine and explainable-AI positioning. Both pitch rapid, transparent insight generation as a differentiator over legacy BI tools.
Regional players
- trocco (primeNumber): trocco is a Japanese-focused ELT and data-integration platform built by primeNumber for Japanese enterprises, directly competing with FT's Kraken. in the same geography and buyer profile. As a regional peer with Japanese-language interfaces and support, it represents FT's most direct domestic competitive threat.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
FT social profiles
Digital presenceFT compliance and trust
Trust signalCompliance2 records
FT financial estimates
Financial estimateRevenue estimate
Valuation estimate
FT leadership team
Management profileNumber of profiles
Profiles3 records
FT funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
FT 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 FT
What does FT do?
FT Inc. develops and sells Kraken., an AI-powered next-generation knowledge-type data mesh platform that uses data mesh architecture to enable distributed data ownership and management across business domains, breaking down data silos and constructing knowledge from industrial data. The company complements the platform with Kraken.solution, which delivers centralized industrial data management and advanced AI analysis for enterprise digital transformation projects, and offers professional services for data strategy consulting and DX implementation.
Is FT a public or private company?
FT is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was FT founded?
FT was founded in 2007. It employs 1 to 10 people.
Where is FT based?
FT is headquartered in Tokyo, Japan, in the Asia region.
How does FT make money?
Two revenue lines are on record. Kraken. Platform Subscription is the primary driver. The others are professional Services.
Who are FT's main competitors?
Broad incumbents on record are Databricks, Informatica and Snowflake. Direct peers are Alation, dbt Labs, Collibra and Starburst. Emerging players are Dataiku and ThoughtSpot. trocco (primeNumber) is listed as a regional player.
Does FT have an API?
No public API is recorded for FT.