Success stories
Different technology. Same rule: solve the operational problem first. Each engagement used AI, automation or a digital system, whichever the problem called for.
Each story is labelled by status and evidence basis, so a proof of concept is never presented as a production system.
QA & Compliance · Pharmaceutical Manufacturing
ChallengeManual batch record reviews were creating compliance risk and consuming thousands of hours of expert QA time.
What we builtAn AI review assistant checks each batch record against SOP requirements and links every finding to the exact page and field in the source document.
Operational Control · Oil & Lubricants Manufacturing
ChallengeManual drum identification during unloading risked wrong-additive usage, batch contamination and audit gaps.
What we builtAn on-premises QR/barcode system validates every drum against its production order and blocks the unloading of any mismatch.
Visibility · Engineering & Construction Projects
ChallengeDaily progress from multiple sites arrived as scattered WhatsApp messages, photos and reports that leadership had to piece together by hand.
What we builtAn automated workflow captures site updates from existing channels and turns them into a central dashboard with a traceable project history.
Decision Intelligence · Manufacturing
ChallengeEvery non-trivial question about ERP sales, orders and revenue waited on someone who could write SQL, or on the reporting team's queue.
What we builtA three-week proof of concept turned natural-language questions into safe, read-only SQL on a whitelisted subset of the ERP.
How we decide what to build first: the five operational dimensions.
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