Featured story

70% less manual invoice processing

Proof

Manufacturing

70% less manual invoice processing

The problem

A mid-size EU manufacturer processed thousands of supplier invoices manually each month. Data entry errors delayed ERP updates and tied up operations staff.

4 mo

ROI payback

8 wk

to production

73%

manual work reduced

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Retail mobile channel live in 14 weeks — ~45% fewer release defects

Retail

Retail mobile channel live in 14 weeks — ~45% fewer release defects

App shipped to stores in approximately 14 weeks; cross-team release defects reduced by an estimated 45%; retailer launched a mobile channel without hiring a full in-house mobile squad.

6 mo roi14 wk go liveHybrid team model
From construction sites to landfill — ~50% less coordination overhead

Logistics

From construction sites to landfill — ~50% less coordination overhead

Approximately 50% less project coordination time (business target); 95%+ regulatory compliance rate target; MVP live in ~12 weeks with team scaled to 20+ engineers and an estimated 60% reduction in manual logistics paperwork.

12 wk go live20+ team scaled95%+ compliance rate
From Telegram feeds to ranked shortlists — ~80% less manual IT recruiting

SaaS

From Telegram feeds to ranked shortlists — ~80% less manual IT recruiting

Approximately 80% less recruiter time on vacancy intake and shortlisting (estimated); ~86% lower monthly sourcing cost versus job-board subscriptions plus manual Telegram monitoring; production go-live in ~20 weeks.

20 wk go liveYes multi tenant~86% cost reduction
Near-real-time multi-currency bank feed into Fortnox

FinTech

Near-real-time multi-currency bank feed into Fortnox

Approximately 70% less manual reconciliation (estimated); three systems connected in ~6 weeks; target ~85% auto-match rate with audit-ready status tracking across Airwallex, Redmine, and Fortnox.

6 wk go live~85% auto match rate~70% manual reduction
70% less manual invoice processing

Manufacturing

70% less manual invoice processing

73% reduction in manual work with production deployment in 8 weeks.

4 mo roi payback8 wk time to prod73% manual reduction
4 AI engineers embedded in 12 days

SaaS

4 AI engineers embedded in 12 days

40% faster feature delivery without local hiring overhead.

4 engineers12 days onboarding40% delivery gain
60% of support tickets auto-resolved

Logistics

60% of support tickets auto-resolved

Agent went live in 3 weeks and resolved the majority of tier-1 tickets.

4.8 csat3 wk go live60% auto resolved
FAQ-grounded AI chatbot — ~60% first-line deflection with one-script embed

SaaS

FAQ-grounded AI chatbot — ~60% first-line deflection with one-script embed

Approximately 60% first-line deflection on typical sales and support questions (estimated); one-script website embed in about one day; 170+ FAQ items across three languages with audit-ready LLM usage per organization.

170+ faq items3 languages~60% deflection
Web, mobile & hardware POS — ~50% fewer integration defects

Retail

Web, mobile & hardware POS — ~50% fewer integration defects

Unified platform across three surfaces in approximately 24 weeks; ~50% fewer integration defects in staging (estimated); ongoing support processes established for production incidents.

24 wk go live3 surfacesCross-functional delivery model
IT grows

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