OHIO
TRAINING DATA

Proprietary data & specialized AI

Some data
could only
come from you.

Your business sees problems, makes decisions and records outcomes that others cannot easily reproduce. That experience may support a distinctive AI partnership.

Explore my data’s potential Two-minute assessment · No records to upload
A sculptural glass prism with a distinctive red core, representing unique business dataTHE VALUE OF A DIFFERENT PERSPECTIVE

Every industry. Every size.

What does your business know
that the internet doesn’t?

A repair that solved an unusual failure. A specialist’s judgment, preserved alongside the result. Years of measurements from a difficult environment. We help you identify the asset, assess its quality and explore a commercial path.

Where to look

The extraordinary
inside the everyday.

These are examples of potential assets, not eligibility rules or promised deals.

Services & trades
Diagnostics, repairs, exceptions and verified resolutions.
Manufacturing & logistics
Machine behavior, inspections, interventions and operational outcomes.
Healthcare & devices
Authorized measurements, longitudinal observations and reviewed events.
Agriculture & robotics
Field conditions, sensor observations, actions and task outcomes.
Design & professional work
Revisions, expert review, approvals and the reasoning behind a decision.
Retail, research & other businesses
Rare cases, historical archives and specialist knowledge with useful context.

Your commercialization options

Four paths worth exploring.

The right path follows the asset and a buyer’s actual need. You can start with one and explore another as the evidence develops.

A finite collection of glass sheets representing a defined dataset
01 / DATASET LICENSE

Package what
already exists.

A defined collection, prepared for an agreed training or evaluation use. A clear place to begin when you have an exportable archive.

What you contribute
Records, context and permission to license.
Commercial structure
An agreed fee for a defined scope.
Explore data transfers ↗
Red fibers flowing between structures, representing ongoing data
02 / ONGOING DATA

A relationship
that keeps learning.

Fresh, approved observations delivered on an agreed cadence. Scheduled batches or an API can support a continuing research need.

What you contribute
New cases, follow-up or changing conditions.
Commercial structure
Recurring access or accepted delivery fees.
Explore pipelines & APIs ↗
A precision instrument representing expert judgment
03 / EXPERT WORKFLOWS

Make your expertise
usable by AI.

Reviewed examples, specialist instructions and evaluation tasks can help an agent perform a defined job and show whether it succeeded.

What you contribute
Know-how, worked examples and expert review.
Commercial structure
Workflow licenses, evaluations or development work.
Explore skills & evaluations ↗
A miniature terrain and glass simulation layer representing a world model
04 / SPECIALIZED MODEL PARTNERSHIP

Help AI understand
what happens next.

Sequences of observations, actions and outcomes may support prediction or simulation in a specific environment. This path starts with technical discovery.

What you contribute
Distinctive sequences, domain access and evaluation.
Commercial structure
Feasibility funding, milestones and negotiated licenses.
Explore world-model potential ↗

These are possible structures, not confirmed buyer programs or guaranteed revenue. Pricing depends on the actual data, rights, quality, delivery requirements and buyer interest. API access does not itself grant training rights. A model partnership requires a separate technical and commercial scope.

What makes the conversation stronger

Distinctive is the start.
Evidence makes it useful.

Request a quality review ↗
  1. A clear subjectWhat can a model learn or test using this collection?
  2. Connected contextCan observations, decisions and outcomes be linked?
  3. Known qualityCan you explain coverage, missingness and validation?
  4. Permission & deliveryWho controls the records, and what can be shared?

A few useful answers

You don’t need all
the answers yet.

We are a small business. Could we still have valuable data?

Yes, a small business can have distinctive expertise or observations. Scale affects volume and delivery capacity, but our specialist review also considers scarcity, quality and the task the data can support.

Do we need an AI model or a live API already?

No. Start with the data and expertise you have. We can discuss which format is worth exploring and where technical partners would be needed.

Can we keep ownership of our data?

A licensing agreement can define specific permitted uses while the owner retains ownership. The actual agreement determines exclusivity, duration, downstream rights and any model-retention terms.

What if our data includes customer or health information?

Flag that in the assessment. We review the proposed scope and required permissions before any sample or transfer. Holding the records does not automatically mean you have authority to license them.

What should we share first?

A high-level description of the subject, history, format and what makes it distinctive. The assessment does not require uploads or confidential records.

The specialized-data field guide

A closer look at the opportunity.

Let’s identify your opportunity

Tell us what
makes your data different.

Start with a few answers. We’ll use them to shape a focused conversation about the paths that could fit.

Start my assessment ↗Or email Melanie to talk it through