A globally known cloud and software hyperscaler

Delivery across modalities, languages and accuracy thresholds without rework — the last being the expensive part. At hyperscale, a batch returned for quality problems costs more in schedule than in money, so consistency matters more than headline price. Lifewood supports these programmes across 50+ languages and 40+ delivery centers under a 95%+ accuracy SLA.

Because quality definitions do not transfer between vendors. Running five programmes across five suppliers produces five different interpretations of the same guideline, and the reconciliation cost lands on the client. A single partner across programmes holds one gold set and one review standard.

Through the same dual-layer human-in-the-loop process against a customer-approved gold set at every center, with a 95%+ inter-annotator agreement threshold, and a six-stage delivery methodology from scoping through post-delivery audit. The audit records are what let procurement verify consistency rather than take it on trust.

Text, image, audio, video and LiDAR, across 50+ languages. Spanning them matters because enterprise AI programmes rarely stay in one modality: a product that starts as text classification acquires images, then speech, and a supplier who covers only the first becomes a constraint on the roadmap.