Case Studies

Systems that changed how businesses operate.

Every project below was built to solve a real business problem — not to demonstrate technology. The results speak for themselves.

Sales Automation

Turned cold outreach into a 24/7 revenue engine.

A B2B software company's sales team was spending 65% of their time on manual prospecting, research, and follow-up — leaving barely any time to actually close. We automated the entire SDR workflow end-to-end.

More qualified meetings booked
80%
Reduction in manual prospecting time
< 8 min
Time from lead entry to first contact
PythonLangGraphOpenAIClaude APIHubSpotGmail API+4 more
Revenue Operations

Every lead captured. Every deal tracked. Zero manual admin.

A growing services company was losing deals in the gaps between their tools — leads came in, sat in inboxes, and went cold. We automated the entire journey from first contact to signed contract.

55%
Faster deal cycle, start to close
Proposal output with the same headcount
0
Leads dropped due to missed follow-up
PythonLangChainClaude APIOpenAIStripeNotion API+5 more
Internal Operations

Gave a 200-person team instant answers to questions that used to take hours.

A scaling company was drowning in internal knowledge spread across docs, Notion, Slack, and tribal memory. New hires took months to ramp. Experienced employees wasted hours finding information. We built an agent that knows everything.

90%
Drop in internal 'where is X' requests
4 hr → 2 min
Average time to find accurate information
< 3 weeks
New hire time-to-productive
PythonLangGraphClaude APIOpenSearchPineconeNotion API+5 more
E-commerce Automation

Scaled a Shopify store from 200 to 3,000 listings — without a single new hire.

An e-commerce operator was manually writing product listings one by one. At 45 minutes per listing, expanding their catalog was impossible. We automated the entire pipeline from raw product data to published, SEO-optimized listings.

15×
Faster listing creation
2,800+
Listings published in the first month
95%
First-pass quality — no manual rewrites needed
PythonOpenAIClaude APIShopify APIApache AirflowPlaywright+4 more

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