HUMAN-CRAFTED • RIGHTS-CLEARED • ZERO-HALLUCINATION SOURCING
Pristine real-world data for models that cannot afford to hallucinate
Human-curated training data for frontier AI and embodied robotics — built by people, verified by people, and cleared in writing — instead of synthetic drift and scraped data with unclear rights.
The difference
Most training-data problems are not model problems. They are sourcing problems — and they show up in production.
The industry bottleneck
- ✕ Synthetic drift — models trained on model output, drifting from the real world
- ✕ Ambiguous copyright — scraped data with unclear ownership and IP risk
- ✕ Slow internal vetting — engineering teams pulled into sourcing, rights, and quality work
The KINGYG-HRG standard
- ✓ 100% human-verified data — crafted and checked by people, not generated to fill a quota
- ✓ Custom collection briefs — data built to your modality, edge cases, and parameters
- ✓ Direct founder accountability — one operator, answerable for every dataset delivered
Sourcing architecture
Four stages, in order, on every engagement. Nothing skips a stage.
01
Scope & Brief
Defining modality, edge cases, and parameters — in writing, before any collection begins.
02
Supplier Vetting
Explicit written IP consent and human collection — verified before a supplier touches your brief.
03
Quality Audit
Rigorous filtering, rejection, and replacement — defective data does not ship.
04
Secure Pipeline
Direct delivery with end-to-end chain of custody, from collection to your team.
Compliance, by construction
Written-confirmed consent and IP rights on every dataset. Chain-of-custody records from supplier to delivery. Audit-ready documentation, so your team can show — not just claim — where training data came from, who created it, and under what rights it was licensed for AI and robotics training.
Every engagement includes
Rights-cleared dataset
Data licensed for AI and robotics training, as stated in your purchase order.
Written consent record
Documented consent and licensing, available to your team on request.
Chain-of-custody log
A record from collection through quality audit to delivery.
Quality audit report
What was checked, what was rejected, and what was replaced.
Initiate a brief
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Founder & Operator
Yurick Griggs
Founder & Lead Operator, KINGYG-HRG LLC
8+ years of enterprise accounts and business development, based in San Francisco. One operator, directly accountable for every brief, every supplier, and every dataset — no handoff chain, no account-manager relay.
Direct line: bankbotpio@gmail.com • 909-766-0257
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