Case Studies

Real Results from Real Clients

See how we've helped AI companies scale their operations with quality, speed, and reliability.

AI Startup

Scaling LLM Safety Labeling

A San Francisco-based AI lab needed to scale their RLHF operations from 500 tasks per day to 10,000+ while maintaining strict quality standards for safety-critical evaluations.

Challenge

Existing contractors couldn't scale fast enough, quality was inconsistent (85-90% accuracy), and turnaround times were unpredictable (3-7 days).

Solution

Deployed a Growth Pod (12 specialists) with custom safety guidelines, daily calibration sessions, and real-time quality dashboards integrated with their internal tools.

Timeline

  • Week 1: Guideline creation and team onboarding
  • Week 2: Pilot batch (1,000 tasks) with QA review
  • Week 3: Ramp to 5,000 tasks/day
  • Month 2: Scale to 10,000+ tasks/day

Results

20x

Scale increase

500 → 10,000+ tasks/day

99%

Accuracy achieved

vs. 85-90% previously

24h

Turnaround SLA

vs. 3-7 days before

60%

Cost reduction

per labeled task

Client Quote

"Blokire helped us scale our RLHF operations 20x while actually improving quality. Their QA systems and responsiveness are exceptional. We couldn't have shipped our latest model without them."

— Head of AI Safety, Stealth AI Lab

Results

6x

Faster verification

72h → 12h average

98.5%

Accuracy rate

Audit-verified

3K

Daily capacity

Document reviews

Zero

Compliance issues

since deployment

Client Quote

"We needed a KYC partner we could trust with sensitive financial data. Blokire's secure hub setup and audit trails gave us confidence. Turnaround times dropped from days to hours."

— VP Operations, African Fintech Scale-up

Fintech

Accelerating KYC Document Review

A rapidly growing fintech company needed to reduce KYC verification times while maintaining strict compliance standards for regulatory audits.

Challenge

Manual KYC reviews took 48-72 hours, creating user drop-off. Outsourced teams had compliance issues and lacked proper audit trails for regulators.

Solution

Deployed a Secure Hub pod with 10 specialists trained on local KYC regulations, equipped with company-managed devices and comprehensive access logging for compliance.

E-commerce

24/7 Content Moderation at Scale

A global marketplace needed round-the-clock content moderation to handle user-generated listings, reviews, and messages across multiple languages.

Challenge

Moderation backlogs reached 10+ hours during peak times. Inconsistent policy enforcement led to user complaints and potential liability issues.

Solution

Two Growth Pods (24 specialists total) providing 16-hour coverage with weekend shifts. Custom policy training and automated triage for high-priority violations.

Results

50K+

Daily reviews

Consistent throughput

<2h

Response time

vs. 10h+ before

99.5%

Policy compliance

Quality-assured

85%

Complaint reduction

user-reported issues

Client Quote

"Blokire transformed our moderation operations. Response times dropped from 10+ hours to under 2 hours, and policy consistency improved dramatically. They're a true partner."

— Trust & Safety Lead, Global Marketplace

Ready to See Similar Results?

Start with a 7-day pilot to validate quality, then scale to full capacity with SLA guarantees.