Case Studies

Proof, Not Promises

Real projects, real metrics, real results. See how automation transforms operations across industries.

B2B SaaS

Revenue blind spot: two CRM systems, one pipeline number nobody trusted. Fixed in 30 days.

Bidirectional HubSpot-Pipedrive sync with field-level conflict resolution. Paid for itself before month one closed.

30 days payback | <10s sync
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Professional Services

180 manual touchpoints eliminated across 12 connected systems in 6 weeks

48 hours per week of zero-value manual data transfer, automated with 16 n8n workflows. 99.7% uptime, 2.3-month payback.

48 hrs/week freed | $180K saved
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Content Marketing / AI

30 AI agents run an entire content pipeline: from research to 6 publishing channels

918+ tests, 23-page dashboard, 8 cron tasks. Combined with OpsForge, 91 agents run with two people doing editorial oversight.

30 agents | 918+ tests
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Business Operations / AI

61 AI agents run 7 business departments: from sales to HR to finance

Sales, Finance, Delivery, HR, Account Management, COO orchestration, Internal Tooling. Zero new hires required.

61 agents | 7 departments
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Real Estate / PropTech

20 to 40 hours per county replaced by a pipeline that runs itself

20 n8n workflows, 200+ nodes, 50,000+ deed records classified by AI. Harris County: 4,510 pages in 74 minutes.

200+ nodes | 50K+ records
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AI Infrastructure

6 AI integration tools built because they did not exist yet

Memory, project management, field service, crypto indicators, funding rates, design QA. 155 tests in Memory MCP alone.

6 MCP servers | 155 tests
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FinTech / Trading

655 automated tests in a live trading system on Binance Futures

Live capital, pgvector signal similarity search, 4 paper engines running in parallel.

655 tests | live capital
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Real Estate / PropTech

301-node manual pipeline replaced by 7-stage automated platform

5 Docker services, VPN routing, Claude Vision parcel scoring 0-100. 6 Florida counties, expandable to 67.

301 nodes to 7 stages | Claude Vision
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GovTech / Data Products

138,665 verified contractors. $0/month to host

Astro 5, Cloudflare D1, Trust Score algorithm, embeddable badge growth engine. Concept to live: one week.

$0/month | 1 week to live
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Sales Technology / AI

4 channels, one AI brain in production: voice, widget, Telegram, WhatsApp

Retell AI voice, website widget, Telegram, WhatsApp. 192 TypeScript files, 12 NestJS modules, 7 Docker containers.

4 channels | 192 TS files
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Healthcare

Medicare agency migrated 1,593 contacts, 32,508 notes, and 1,222 policies in 4 days

RadiusBob to GoHighLevel with zero data loss. Silent API failures, duplicate merge chaos all solved with a custom Python pipeline.

4 days vs 424 hrs | zero records lost
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Construction

AI-powered estimation system: from 20-minute spreadsheets to 2-minute quotes

1,300+ estimates a year. React web app plus AI chat agent, both connected to the same pricing engine.

85% time reduction | 325+ hrs/year freed
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Lead Generation

Automated lead generation: LinkedIn and Upwork workflows, $43 to $12 per lead

70 n8n workflows, 35+ hours saved weekly, 287% more leads. 340% ROI in the first quarter.

72% cost reduction | 340% ROI
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HR Automation

AI resume screening: 8 hours to 5 minutes for 100 resumes

50-person marketing agency, 8 open positions, 800 resumes. $1,980 saved per hire, 25% better retention.

96% time reduction | 57% faster hiring
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Workflow Automation

16+ no-code workflows: HubSpot, CRM, social media, and email connected in 6 weeks

180+ manual touchpoints eliminated. $180,000+ in custom development costs avoided. 2.3-month ROI payback.

48 hrs/week saved | 99.7% uptime
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