ChemicalsA specialty chemicals company
Technical inquiry response time from 3 days to 4 hours, technical service engineer capacity doubled
4hoursTechnical inquiry response time
Case studies
Enterprise AI transformation, delivered in production
Spanning energy, industrial equipment, large enterprise groups and more. Every case study covers the architecture we actually delivered, the problems we hit and the measurable results. No marketing copy.
ChemicalsA coatings company
Formulation development cycle down 30%, duplicate experiments down 40%
-30%Formulation development cycle
ChemicalsA large chemical company
Unplanned shutdowns down 45%, inspection record completeness at 99%
-45%Unplanned shutdowns
ChemicalsA fine chemicals group
Response to regulatory changes from 30 days to 1, SDS update errors down to zero
1dayRegulatory change response
PharmaceuticalsA prescription pharmaceutical company
Call preparation time down 50%, compliance deviations in messaging down 90%
-50%Call preparation time
PharmaceuticalsAn innovative biopharma company
Dossier preparation cycle down 40%, every document inconsistency caught before submission
-40%Dossier preparation cycle
PharmaceuticalsThe China business of a multinational pharmaceutical company
Average medical information response time from 2 days to 10 minutes, 100% response consistency
10minutesAverage response time
PharmaceuticalsA pharmaceutical company
Individual case processing time down 65%, regulatory deadline breaches down to zero
-65%Individual case processing time
RetailA shopping mall operator
Contract review from 5 days to 1, zero missed key terms
1dayContract review cycle
RetailA fashion retail brand
Campaign planning from 14 days to 2, member repeat purchase rate up 12%
2daysCampaign planning cycle
RetailA regional supermarket group
Out-of-stocks down 32%, slow-moving inventory down 18%, categories per buyer doubled
-32%Out-of-stock rate
RetailA retail chain
Store managers spend 70% less time on reports, store-walk issue closure up from 40% to 92%
-70%Store manager report time
Consumer goodsA food group
Ad hoc business questions answered in real time instead of 2 days, management meeting prep down 80%
Real timeAd hoc question response
Consumer goodsA personal care brand
First-contact resolution up from 54% to 81%, transfers to human agents halved
81%First-contact resolution
Consumer goodsA beverage company
Daily store visits per rep up 30%, distributor order errors down 80%
+30%Daily store visits
Consumer goodsAn FMCG group
Launch materials for a new SKU in 1 week instead of 3, zero rework from advertising-law review
1weekLaunch materials per SKU
ManufacturingAn industrial equipment manufacturer
First draft of a bid from 3 days to 4 hours, missed technical deviations down to zero
4hoursBid first-draft time
ManufacturingAn electronics manufacturer
RFQ comparison cycle cut 60%, annual procurement savings target hit a quarter early
-60%RFQ comparison cycle
ManufacturingAn automotive parts manufacturer
ECN cycle time down from 11 days to 5, missing process documents under 1%
5daysAverage ECN cycle time
ManufacturingA large heavy-equipment manufacturer
Mean time to repair down 38%, independent resolution by new technicians doubled
-38%Mean time to repair
ManufacturingAn equipment manufacturing group
First-pass contract review from 2 hours to 15 minutes, one review standard across the group
15minFirst-pass contract review time
EnergyA large power group
Four-in-one delivery, built for 3,000 concurrent users
3,000usersConcurrent user ceiling
Some case studies are anonymized by industry at the customer's request. For specifics, we are happy to go deeper in a workshop.
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