Klariq — Autonomous Compute Infrastructure for Institutions
PRIVATE BY DEFAULT Institutional DePIN for AI compute

Compute without
witnesses.

Institutional GPU capacity, priced and settled by autonomous agents — inside bilateral contracts that no one else on the ledger can see.

Request access See the mechanics
BILATERAL BY DEFAULT ATOMIC SETTLEMENT MANDATE-BOUND AGENTS ATTESTED HARDWARE
Workload operator
TIER-1 ASSET MGR
JOB SPEC
Hardware provider
ATTESTED · 8× H-CLASS
UTILISATION 96%SLA GREEN
PRIVATE CHANNEL · 2 PARTIES
SLA verified — payment released
BID AGENT
SLA ORACLE
ALLOCATOR
TREASURY
EXTERNAL OBSERVERS: 0
$680B
Global cloud compute spend, per year
2
Parties who can read a contract
T+0
Atomic delivery-versus-payment
24/7
Agents bidding, verifying, rebalancing

Two doors.
Both of them wrong.

Regulated institutions training models today choose between a duopoly's price list and a public ledger that broadcasts their strategy. Neither is a real option.

RATE CARD

Duopoly pricing

Two vendors set the clearing price for the world's accelerated compute. You take the quote or you wait in a queue.

Silent capacity

Enterprise-grade clusters sit idle between training runs. No trusted venue exists to sell those hours to institutions.

Compliance walls

Job specs, payment terms and provider identity are business secrets. On a transparent chain they are public record.

01 · CONFIDENTIALITY

A ledger only
the two of you read.

Every compute job is a bilateral contract. The workload operator and the hardware provider hold the only copies. Nobody else gets a row — not a competitor, not another provider, not an indexer.

Transparent chain

EVERYONE READS
JOBCOUNTERPARTYPRICE
llm-ft-70bprovider-04$41.20/h
risk-mc-simprovider-11$27.90/h
genome-alignprovider-02$63.75/h
Competitors, indexers and every other provider read your terms.

Klariq

2 READERS
JOBCOUNTERPARTYPRICE
llm-ft-70byou ↔ providersealed
••••••••••••••••••
••••••••••••••••••
Your rows exist for you and your counterparty. To anyone else, the contract was never written.

Sub-transaction privacy

Participants see the parts of a workflow they are party to. Nothing more, ever.

Atomic settlement

Compute delivery and payment clear in one transaction, or neither happens.

Provable audit trail

Every action is signed and reconstructable for your regulator — and only your regulator.

02 · MECHANICS

Post it. Forget it.
It settles itself.

Four moves, no humans in the loop, no counterparty trust required. Hover a card to hold it.

1 T+0.0s

Workload posted

Spec, region, deadline and mandate ceiling — signed and sealed inside your own node.

2 T+0.4s
4 SEALED BIDS

Agents bid

Provider agents quote privately. Yours picks on price, latency and attestation class.

3 RUNTIME
99.4%
18ms

SLA verified

Throughput, uptime and enclave attestation are checked continuously against the contract.

4 ATOMIC
$

Paid on delivery

Value moves the instant the SLA clears. No escrow desk, no invoicing, no trust.

03 · AUTONOMY

Agents with a leash,
not a blank cheque.

Autonomy is only investable if it is bounded. Every agent action is checked against a mandate the ledger itself enforces.

Live allocation

REBALANCING
Frankfurt · 8× H-class42%
Zurich · 16× H-class26%
Singapore · 24× H-class20%
Toronto · 8× L-class12%
SPEND CEILING
$4,000/h
REGIONS
EU · CH · SG
MIN TIER
Attested
Within mandate

Bid agent

Sources capacity, negotiates price, never exceeds your ceiling.

SLA oracle

Signs delivery evidence. Payment cannot release without it.

Allocator

Shifts load between providers as price and health move.

Treasury agent

Funds contracts, reconciles positions, reports to your ledger.

04 · SUPPLY

Real steel.
Attested, not promised.

Capacity joins the network only with a hardware attestation, a jurisdiction and a signed SLA. Idle racks become bookable inventory.

SLED 01
SLED 02
SLED 03
SLED 04
SLED 05
SLED 06
FRANKFURT · 8× H-CLASS · ENCLAVE OK
CAPACITY MAP · REGION × TIER
96%

Target utilisation for enrolled clusters — the hours you used to give away.

Enrolment in three

1Attest the hardware
2Publish your SLA floor
3Let your agent quote
ATTESTATION
ENCLAVE SIGNATURE VERIFIED

Private by construction

Your model roadmap stays inside your node. Privacy is the default state, not a feature flag.

Price discovery, finally

Many providers competing per job instead of one rate card renewed annually.

Pay for delivery

Missed SLA means unreleased payment. Recourse is mechanical, not legal.

Institutional demand

Reach buyers who could never touch a public marketplace — banks, insurers, labs.

Paid the moment it clears

No 60-day terms, no collections. Delivery and settlement are the same event.

No custody risk

You never hold the buyer's data or their funds. The contract does the holding.

05 · THE PRIZE

$680B
a year, through
two front doors.

The institutions spending it are actively shopping for an alternative — one that satisfies procurement, risk and the regulator at the same time. That is the entire opportunity.

Asset managers Banks & insurers Clinical research Sovereign funds
TODAY
DISTRIBUTED
SUPPLIERS PER JOB
Many
SWITCHING COST
One contract
Bilateral confidentiality
Atomic DvP settlement
Mandate-bound autonomy
Hardware attestation
Jurisdictional routing
Reconstructable audit
8× H-CLASS · FRANKFURT SLA 99.9 · 6H WINDOW 24× H-CLASS · SINGAPORE ENCLAVE ATTESTED 16× H-CLASS · ZURICH DvP · T+0 8× L-CLASS · TORONTO MANDATE OK 8× H-CLASS · FRANKFURT SLA 99.9 · 6H WINDOW 24× H-CLASS · SINGAPORE ENCLAVE ATTESTED 16× H-CLASS · ZURICH DvP · T+0 8× L-CLASS · TORONTO MANDATE OK

Bring us a workload
you can't put anywhere.

We onboard a small number of institutional operators and providers each quarter. Tell us what you need to run, and where it can't go.

You're on the list.
Expect a note from a founder within two business days.
Or write to founders@klariq.xyz Architecture brief on request