Case Studies

Real systems. Documented results.

No vanity metrics. Just outcomes from production systems we've shipped for real businesses.

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AI Agent · Lead Qualification

Marketing Agency — 45 employees

How one agent saved 40 hours a week of SDR research

Their sales team was spending 45 minutes manually researching each inbound lead — checking LinkedIn, company size, budget signals, and writing personalised outreach. With 60+ leads a week, that was a full-time job.

We built an AI agent that fires on every new lead, researches it in 4 seconds, scores it against their ICP, updates HubSpot, and queues a personalised email for one-click send.

Claude APIn8nHubSpotLinkedIn API

Before / After

Time per lead

45 min4 sec

Weekly hours saved

45 hrs0 hrs

Lead coverage

60%100%

Extra headcount

1 FTE£0

AI Agent

Marketing Agency

Lead Qualification Agent

Replaced a manual 30-min/lead research process with an AI agent that scores, enriches, and routes leads in under 2 minutes — fully automated.

87%

Faster per lead

£0

Extra headcount

Claude APIn8nHubSpot

Internal Tools

Logistics Company

Operations Dashboard

Unified 4 disconnected data sources into a real-time ops dashboard — replacing 3 hours of weekly manual reporting with a 15-minute glance.

3h→15m

Reporting time

100%

Data accuracy

SupabaseNext.jsPostgreSQL

Workflow

E-Commerce Brand

Demand Forecasting System

Connected Shopify sales data to an AI forecasting model that predicts demand weekly and auto-updates reorder points — reducing stockouts by 80%.

80%

Fewer stockouts

£40K

Recovered revenue

Shopifyn8nMake

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