Credits

Consumption is metered in credits and settled against an annual allocation. Publish something other entities use and the credits come back to you, no invoice between ministries, one ledger at year end.

Balance

13,300

QAR 53,200 indicative

Consumed / 30d

41,000

of 45,000 allocated

Earned / 30d

6,200

usage share plus grants

Net position

-34,800

net consumer this period

What credits cost

Published rates, so an entity can forecast its own consumption.

Model inference	10 cr	per 1,000 calls
Agent run	3 cr	per completed run
Governed dataset access	8 cr	per access event
Sandbox GPU	25 cr	per GPU-hour
Sandbox CPU	,	included in allocation

1 credit ≈ QAR 4for reporting. Consuming your own entity's assets is never chargeable: the credit only moves when capability crosses an entity boundary.

What credits earn

70%

of every credit spent on your asset comes back to the publishing entity. The platform retains the rest to cover sovereign compute.

Asset certified and published+2,000
Challenge won+25,000
Dataset health ≥ 90 for a full quarter+500
First external entity adopts your asset+1,500

Your assets, earning

Published by Ministry of Public Health, credits returned from other entities' consumption.

Asset	Calls / 30d	Credits earned	Indicative
arabic-medical-ner	6,800	+48	QAR 192
patient-noshow-predictor	5,400	+38	QAR 152
diabetes-risk-screener	4,100	+29	QAR 116

Ledger

Every credit movement for Ministry of Public Health.

When	Type	Detail	Credits
2026-08-02 09:14	Consumption	arabic-dialect-sentiment184K inference calls · citizen feedback programme	-1,840
2026-08-01 11:08	Consumption	qid-document-ocr400 GPU-hours equivalent · sandbox evaluation	-3,200
2026-07-29 13:22	Consumption	patient-noshow-predictorOwn asset: internal use, not chargeable	-1,120
2026-07-28 12:00	Annual allocation	Monthly allocation: FY2026 budget line	+45,000

Clearing position by entity

Who is contributing more capability than they consume. Net creditors carry credits forward or convert them to compute.

Sadeem AI−9,800 / +28,600

+18,800creditor

MCIT−38,000 / +52,000

+14,000creditor

National Planning Council−18,500 / +21,400

+2,900creditor

Wahaj Labs−6,400 / +3,900

-2,500consumer

Falak Analytics−5,200 / +1,800

-3,400consumer

HBKU−11,200 / +7,300

-3,900consumer

Ministry of Interior−31,000 / +14,500

-16,500consumer

Ministry of Transport−34,500 / +9,800

-24,700consumer

Ministry of Public Health−41,000 / +6,200

-34,800consumer

195,600credits consumed platform-wide

145,500returned to publishing entities

3 of 9entities are net creditors

Why credits rather than money. Moving budget between ministries needs a procurement instrument for every transaction: the exact friction this marketplace exists to remove. Credits let consumption be metered and contribution rewarded inside one ledger, with a single reconciliation against real budget at year end.