02 / TONICKEL COMPUTE
From compute capacity
to usable entitlement.
Connect a digital credit to an agreed service: defined infrastructure, measurable usage and clear redemption terms.
TWO TOKENS. A DELIBERATE CONNECTION.
Measure the service.
Represent the right.
An AI model token is a unit of model input or output. A blockchain token is a digital record that can represent an entitlement. They are different things.
Tonickel’s proposed compute-credit framework links a contractual right to a specified compute service. The provider delivers the service; the programme records allocation, consumption and any permitted transfer.
Choose the right service unit.
| Entitlement | Must specify | Suitable discussion |
|---|---|---|
| Reserved GPU capacity | GPU model and count, VRAM, location, reserved hours, scheduling, network/storage and service level. | Training, fine-tuning, dedicated inference and enterprise workloads. |
| Inference credits | Provider, model/version, separate input/output usage, pricing schedule, latency and throughput requirements. | Applications and teams consuming model inference services. |
| Committed service budget | Eligible services, currency reference, price changes, taxes, expiry and refund terms. | Enterprise procurement and controlled consumption across a defined service catalogue. |
No universal conversion is implied between a GPU-hour, an AI output token and a blockchain token. Equivalence depends on the contracted specification.
THE REDEMPTION LIFECYCLE
Reserve. Allocate. Use. Reconcile.
01
Reserve
Confirm the provider’s contracted capacity, delivery window and admission controls before credits are allocated.
02
Allocate
Record the holder, service entitlement and remaining balance, with transfer restrictions where applicable.
03
Redeem
Validate the entitlement, deliver the eligible workload and meter usage against the agreed service schedule.
04
Reconcile
Debit consumed credits, reconcile off-chain records and on-chain balances, and resolve usage disputes.
Store the entitlement, not the processing.
A credit may preserve a contractual claim to future services. It does not store electricity, GPU processing or unused physical capacity. Availability, expiry, provider performance and remedies must be covered in the service terms.
Can compute credits be traded?
Only where the programme permits transfer, the parties are eligible and the relevant platform and legal requirements are satisfied. Transferability does not guarantee a buyer, a price or liquidity.
Are compute credits investments?
Their treatment depends on the rights and commercial structure. A service credit and an investment interest must be assessed separately; describing something as a utility token does not determine its legal status.
How does this relate to NNDC?
Tonickel sits within the proposed Neu Nexus digital infrastructure ecosystem. Potential projects can be assessed alongside the facilities, equipment and managed-services capabilities described by NNDC. No capacity allocation or service availability is promised by this website. Explore NNDC.
Shape your compute-credit pilot.
Tell us the workload, preferred hardware or model, delivery location, expected usage and required service period.
Tonickel 