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.

Retail & eCommerce

Voice AI Contact 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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Professional Services

Legal Intelligence Workbench

75% faster review | 25 hours saved per attorney weekly

Built a multi-agent orchestrated RAG pipeline using LangChain and vector embeddings to reduce legal hallucinations by 40% and automate clause generation.

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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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