Case studies
Real customers. Real numbers.
Nine engagements with documented outcomes. No vibes-based wins, no anonymized "Series B fintech" stories without metrics. Every case study has a number you can quote.
Healthcare
Clinical document agent reduced doctor documentation time by 47%
A leading US healthcare provider chain deployed an AI agent for 24/7 patient onboarding and scheduling. 10-15% more patients served, 35% fewer no-shows.
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Outcome
47%
documentation time saved
Fintech
Fintech MVP shipped at 60% lower cost, 2x faster
London-based startup needed an MVP fast. Traditional agencies quoted $150-200K and 6-8 months. We delivered for $80K in half the time.
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Outcome
60%
cost reduction
Legacy modernization
15-year-old C# WPF to modern cloud platform in 9 months
AI-paired engineering plus phased migration delivered a 500K LOC modernization in nine months, with no production downtime.
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Outcome
9 mo
vs 2+ year estimate
Supply chain
70% faster order processing, $340K saved annually
A 200+ employee logistics company's order lifecycle automated end-to-end on n8n: intake, validation, fulfillment routing, customer notification.
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Outcome
$340K
annual savings
QA modernization
Regression testing: 3 weeks to 4 hours
AI-augmented QA pipeline: test generation, E2E automation, performance baked into CI. 70% time saved on test creation, 65% drop in bug escapes.
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Outcome
98%
regression cycle reduction
Insurance
Claims triage agent: 4 hours to 12 minutes per claim
A mid-market P&C insurer deployed an AI claims triage agent that reads FNOL submissions, extracts structured data, scores complexity, and routes to the right adjuster.
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Outcome
95%
triage time reduction
SaaS
SaaS onboarding copilot: 60% faster time-to-value
A B2B SaaS platform deployed an AI copilot that guides new users through setup, answers product questions, and triggers the right onboarding sequences.
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Outcome
60%
faster onboarding
Recruiting
Resume parser pipeline: 85% faster screening
A major staffing firm deployed an AI-powered resume parsing pipeline to automate candidate screening, skills extraction, and shortlist generation across 500+ recruiters.
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Outcome
$1.8M
saved annually
Real estate
Listing agent: 3x faster property descriptions
A real estate brokerage deployed an AI listing agent that generates property descriptions, comp analysis, and marketing copy from photos and MLS data.
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Outcome
3x
faster listing creation
Ecommerce
Catalog enrichment agent: 72% faster listings, 18% search-to-cart lift
A specialty retailer ($180M GMV, 230K SKUs) deployed an LLM agent to extract supplier data, generate brand-voice descriptions, normalize taxonomy, and detect return-driving spec mismatches.
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Outcome
72%
reduction in time per new SKU
Manufacturing
Predictive maintenance agent: 32% less downtime, on-prem deployment
A 12-plant mid-market manufacturer combined asset-class ML with work-order narrative mining on-prem (Llama 3 on plant GPU cluster) to drive 32% downtime reduction and 5.8-month payback.
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Outcome
32%
reduction in unplanned downtime
Logistics
Shipment visibility agent: 38% faster exception detection, 17% less claim leakage
A 3PL moving 520K shipments/year across 180 carriers consolidated exception management, customer comms, accessorial-audit, and cross-border document processing into a single agent workflow.
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Outcome
38%
faster exception detection