Selected Case Studies

A sample of automation programmes Variant has designed, built, and stewarded across industries.

Case Studies

Real businesses, measurable impact

Here’s how Variant turns ambiguous goals into systems that save millions and unlock new revenue.

Voice AI Call Center

Retail & eCommerce

Voice AI Call Center

60% lower support costs | 40% CSAT lift

Deployed a highly optimized, low-latency conversational AI pipeline using fine-tuned transcription models and semantic routing to resolve 95% of inquiries in under 30 seconds.

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Autonomous Incident Scout

Media & Entertainment

INE Entertainment ↗

Autonomous Incident Scout

90% faster discovery | Instant nationwide alerts

Built an autonomous digital employee for INE Entertainment that monitors nationwide sources for squatter incidents, verifies legitimate cases with multi-step AI reasoning, and dispatches real-time alerts.

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Autonomous Ops Agents

Field Services

Autonomous Ops Agents

70% workload reduction | 3x faster ticket resolution

Engineered an autonomous reinforcement learning-driven scheduling agent that integrates directly into legacy ERP systems via robust IO pipelines.

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