OnlyData by GTM Studios Book a conversation

Turn overlooked business information into potential value

OnlyData helps business owners, advisors, and liquidators identify and prepare operational data and digital assets for potential sale, licensing, and AI-related use — subject to rights, confidentiality, privacy, contractual, and legal review.

We treat business information as an asset with owners, obligations and limits. Nothing is prepared for sale or licensing until ownership, confidentiality, privacy and contractual positions have been reviewed.

What we do

Most businesses hold more usable information than their balance sheet shows.

Manuals, procedures, training material, product documentation and structured records build up over years of operating. When a company is sold, restructured or wound down, that material is usually left out of the process. Inside a business that is still trading, it often sits unused.

OnlyData identifies that information, assesses whether it can lawfully be sold or licensed, and prepares it so a buyer or licensee can use it with confidence. In some situations we acquire the assets ourselves. In others we structure a sale or licence on behalf of the owner or the estate.

For owners of operating businesses, the same work answers a simpler question: whether information you already hold could become an additional revenue stream, without disrupting the business or exposing anything you would rather keep private.

The kinds of assets we work with

The material is rarely glamorous. It is the written-down working knowledge of a business, and that is precisely what makes it useful to someone else.

Illustrative schedule of information assets
Item Asset Typically held as Potential use
1Technical manuals and engineering documentationDocument libraries, maintenance records, drawings and notesTechnical reference and training material
2Training materials and coursewareCourse decks, assessments, scripts and transcriptsInstructional datasets
3Product documentation and specificationsCatalogues, specification sheets, release notesProduct knowledge
4Standard operating procedures and process documentationControlled documents, work instructions, checklistsProcess and workflow data
5Taxonomies, classifications and structured knowledgeCategory trees, glossaries, naming and coding schemesStructured reference data
6Internal knowledge bases and customer-service knowledgeWiki exports, help-centre articles, resolution playbooksSupport and troubleshooting datasets
7Archived operational recordsReports, logs, inspection and quality recordsHistorical operational datasets
8Historical business datasetsPricing, demand, performance and planning tablesStructured time series

Illustrative only. Whether any item can be sold or licensed depends on ownership, confidentiality, privacy and contractual review in the specific case. OnlyData does not trade in personal data, and personal information is removed or excluded before material is prepared.

Who it's for

Business owners and operators
You hold years of documented process and product knowledge. We help you find out whether some of it could become an additional revenue stream, without disrupting the business.
Liquidators and insolvency practitioners
Information assets are rarely scheduled or valued. We help identify them, assess what can be realised and run a sale or licensing process for the estate.
Special situations and restructuring advisors
When a business is being sold, carved out or wound down, we work alongside you to surface non-core information assets and form a view on their value.
Organisations with legacy digital assets
Retired products, closed divisions and decommissioned systems leave documentation behind. We assess whether it has value beyond the archive.
AI and data buyers
If you need rights-cleared, well-described business datasets with a documented chain of ownership, we can tell you what is available and what is in preparation.

How it works

  1. Identify

    We establish what information exists, where it sits and who owns it, working from a document register, a data room or a conversation with the people who ran the business.

  2. Assess

    We weigh commercial relevance against ownership, confidentiality obligations, privacy exposure and contractual restrictions. Anything that cannot lawfully be transferred is set aside.

  3. Prepare

    Cleared material is organised, described and documented, with personal and confidential content removed, so a buyer or licensee can see exactly what they are getting.

  4. Structure

    The outcome is structured as an outright sale, a licence or an acquisition by OnlyData, on terms that reflect how the material can and cannot be used.

Why OnlyData

  • Commercially focused

    We are interested in what the information is worth, and to whom. Cataloguing is a means to a transaction, not the end.

  • Specialists in an overlooked asset class

    Operational information carries its own questions of ownership, provenance and permitted use. It is the only thing we work on.

  • Built for situations where assets would otherwise be ignored

    Wind-downs, carve-outs and distressed sales run to tight timetables. We are set up to work inside them, alongside the professionals already involved.

  • Rights, privacy and legal awareness built in

    Every engagement is subject to ownership, confidentiality, privacy, contractual and legal review. We would rather set an asset aside than prepare it on uncertain ground.

Start a confidential conversation

Tell us about the business, the situation and the kind of information involved. We will give you a candid view on whether there is value worth pursuing, and what it would take to realise it.