FV 01 · Alternative data

The alternative data engine for global markets.

Fractales Ventures is building an engine that finds, collects, structures and validates data that standard financial feeds miss. We start in Japan, where local-language and offline sources are deep and underused, and the engine is designed to add new markets and new types of dataset from there.

fractales.enginesample schema
Sources
  • Job postings
  • Store openings and closures
  • Price lists
  • Permits and filings
  • Web and app activity
  • Regulatory notices
  • Footfall and queues
  • Shipping and trade
Engine
  1. Discover
  2. Acquire
  3. Structure
  4. Validate
  5. Deliver
Dataset
dateentitysignalregionvalue
2026-10-27Retailer Astore_openingsJP-13+4
2026-10-27Chain Bjob_postingsJP-27+18%
2026-10-26Maker Cprice_indexJP−2.1%
2026-10-26Issuer Dreg_filingJPnew
Illustrative schema with invented example values. Not live data and not a client dataset.
How the engine works

Built to add sources, markets and datasets.

Each new dataset runs through the same five stages, so the engine scales by adding sources rather than by starting over. Japan is the first market; the method is the same in any market.

Technology partner Collection and data infrastructure are built with Context Plus, through Context Labs. Sourcing, validation and client relationships stay with Fractales Ventures.

  1. Discover

    Find signals that matter to investors and are not in standard feeds: local-language, fragmented or offline.

  2. Acquire

    Collect lawfully and repeatably, with the legal basis for each source recorded.

  3. Structure

    Map entities, normalise fields and build consistent history.

  4. Validate

    Test completeness and consistency, and document what the data can and cannot show.

  5. Deliver

    Ship as files or feeds in an agreed format, with full documentation.

What the engine captures

Four families of data.

Alternative data comes first. The same engine then extends to regulatory, risk and sustainability data. Each family is marked with its current stage.

Alternative data

In build

Activity signals on companies and sectors, for hedge funds, asset managers, banks and research teams.

  • hiring
  • store_openings
  • prices
  • footfall
  • web_activity

Regulatory and legal data

Planned

Rule changes, enforcement actions and filings, structured for monitoring and research.

  • rule_changes
  • enforcement
  • filings

Risk data

Planned

Events that change a counterparty's risk profile, for investors and compliance teams.

  • sanctions
  • corporate_events
  • cyber_incidents

Sustainability data

Exploratory

Environmental and supply-chain signals, developed when a buyer need is confirmed.

  • emissions
  • supply_chain
  • biodiversity
Data standards

How we source data.

Institutional buyers review how a dataset was collected before they review what it shows. These standards apply to every dataset we deliver.

Lawful collection

Data is collected from sources we have the right to use, in line with each source's terms and the law of each market.

Personal information

Datasets are designed to exclude or aggregate personal information, consistent with Japan's Act on the Protection of Personal Information and equivalent laws elsewhere.

No inside information

We do not collect or deliver material non-public information, and we do not induce anyone to breach a duty of confidentiality.

Documented provenance

Each dataset ships with its sources, collection method, coverage, history and known gaps.

Agreed delivery

Format, frequency, history depth and exclusivity are agreed in writing before a pilot begins.

Verified before release

We test each dataset for completeness and consistency, and state what we could not verify.

Coverage

Starting in Japan. Built for every market.

We start where we are based and where sources are deep and underused. Each new market reuses the same engine, standards and delivery, with sources validated locally.

Fractales Ventures data coverage Pacific-centred world map. Japan is the starting market, with planned expansion to Asia-Pacific, Europe, the United States, Africa and Latin America. Lines show planned coverage, not live activity. Tokyo · startAsia-PacificEuropeUnited StatesAfricaLatin America
Japan is the first market. Other regions are planned, and are added as sources are validated. Lines show planned coverage, not offices or live activity.
Advisory practices

Advice built on the same expertise.

Two practices draw on two decades leading financial data and legal information businesses, and on the regulatory data the engine produces.

FV 02

Board & Governance

For Boards, CEOs and investors.

  • Board advisory and external directorships
  • Board oversight of AI, cyber and compliance risk
  • Leadership of information and data businesses
More on board work
FV 03

Risk, Compliance & Legal Operations

For General counsel, compliance and risk leaders.

  • Compliance programme and monitoring workflows
  • Legal operations and legal technology workflows
  • AI governance and cyber risk governance
More on risk and compliance
Ways to start

A small first step.

Scope, deliverables and fees are agreed in writing before work starts. Formats marked in development are not yet available.

  • Scoped data pilot

    A dataset built around one investment question, with a defined history, coverage and delivery format.

    Offered now
  • Data licences and recurring feeds

    Ongoing delivery of validated datasets, introduced as pilots prove their value.

    In development
  • Board and executive advisory session

    A focused session on a defined governance, strategy or market question.

    Offered now
  • Board risk review

    A structured review of how the board oversees AI, cyber and compliance risk, with written recommendations.

    Offered now
  • Compliance workflow diagnostic

    A review of current compliance or legal operations workflows, with a prioritised improvement plan.

    Offered now
Founder

Pascal Rosier

Founder and Managing Partner

Pascal has spent his career where important decisions are made: inside the information behind them.

A former President and Representative Director of LexisNexis Japan, he has spent two decades leading information businesses across Asia Pacific for Bloomberg, Dow Jones, Business Wire and ICE Data Services. He founded Fractales Ventures to help organizations turn data, technology and regulation into better decisions and sustainable growth.

Career history is shown for context. Former employers are not Fractales Ventures clients and do not endorse its work.

Read the full bio

Tell us what you need to know.

A short note is enough to start: the market, the question, and how you would use the answer. We reply with a view on whether and how we can help.