Real-world data.
Direct from the source.
We connect AI developers and data buyers with proprietary commercial and industrial information held inside privately owned operating companies.
Connecting specialized demand
with operational knowledge.
Find data beyond the open web.
Describe your modalities, tasks, industries, and intended uses. We assess potential sources through direct operating-company relationships and help structure the commercial engagement.
Discuss a sourcing requirementExplore the potential in your data.
Your records, workflows, and skilled-worker expertise may support an authorized licensing or collection opportunity. Begin with a high-level assessment — not a transfer of raw data.
Request a confidential assessmentFrom historical archives
to commissioned collection.
Proprietary data sourcing
Originate potential access to operational archives, workflow-linked records, and specialized business information directly from their source.
Commissioned collection
Explore buyer-specified capture of authorized work tasks, first-person video, and human demonstrations relevant to robotics and physical AI.
Licensing partnerships
Help define commercial scope, permitted use, exclusivity, refresh cadence, and delivery coordination — subject to specialist review and buyer diligence.
Many modalities.
A common source.
Authentic business activity — the decisions, actions, and outcomes behind operational work.
Structured operational records
Transactional and workflow records from CRM, ERP, dispatch, field-service management, accounting, document management, and industry-specific proprietary systems.
Text and technical documents
Work orders, service notes, operating and repair procedures, inspection write-ups, technical documentation, and internal communications tied to a job or process.
Image
Process, condition, defect, installation, and inspection imagery captured in the course of work.
Video
Fixed-camera process video and first-person, head- or chest-mounted capture of authorized work tasks.
Audio
Recorded service and dispatch interactions where authorized and permissible.
Sensor and telemetry
Equipment, machine, vehicle, and fleet logs, including runtime, fault, and condition data.
Human demonstration
Skilled workers performing tool use, diagnosis, repair, assembly, material handling, and repeated physical tasks, captured to a buyer's protocol.
Multimodal and workflow-linked
Records joined across stages so a single job can be followed from request through decision, action, and outcome.
Availability and rights vary by company. Legal, insurance, healthcare, and other regulated information requires particular care around privilege, confidentiality, privacy, and authorization.
Start with a requirement.
Not a dataset transfer.
Sligo originates relationships and structures commercial opportunities. Qualified third-party specialists handle legal, privacy, security, and technical preparation where required.
Our process and safeguardsRequirement definition
The buyer describes the modality, task or subject matter, industries, volume, geography, and rights requirements at a high level. Proprietary technical specifications should not be sent through the public form.
Network assessment
Sligo assesses the requirement against its operating-company relationships and identifies whether candidate sources may exist.
Anonymized presentation
Qualified buyers receive a non-identifying description of a candidate opportunity, and where appropriate a controlled sample, under confidentiality.
Structure and scale
Where interest exists, the parties define licensing scope, permitted use, compensation, exclusivity, privacy safeguards, technical preparation, delivery, and any continuing-collection arrangement. Pilot scopes can precede a broader program.
Owner relationships.
Transaction discipline.
Led by John Murray, III, Sligo brings its experience with privately held businesses to AI data origination and licensing partnerships. Our M&A background informs a considered approach to confidentiality and commercial structure.
Meet Sligo StrategiesM&A and valuation advisory
Dedicated support for owners considering a company sale or strategic transaction.
What real-world data
does your next project need?
High-level descriptions only. Do not submit raw data, confidential records, or proprietary technical specifications through public forms. No availability or licensing outcome is guaranteed.