
AI Lead Enrichment Agent: 420% ROI in Year One for a Professional Services Firm
A 3-agent AI lead enrichment pipeline cut research time from 45 minutes to 45 seconds per lead — saving 13.5 hrs/week and delivering 420% ROI in year one.
Every case study below documents a specific business problem, the system we built, and the measurable outcome. No vague claims — just what we built and what it delivered.

A 3-agent AI lead enrichment pipeline cut research time from 45 minutes to 45 seconds per lead — saving 13.5 hrs/week and delivering 420% ROI in year one.

A RAG chatbot trained on 800 support tickets and full help docs resolved 71% of SaaS onboarding questions autonomously — cutting support costs 60% in 90 days.

AI accounts payable automation cut 18 hours of weekly invoice processing to under 2 hours — delivering 97% straight-through processing on 400+ invoices/month with a 0.4% error rate.

A bespoke Prompt Engineering Guide with 80+ tested prompts cut AI content editing time by 65% and tripled usable output — reclaiming 20+ team hours per week across 12 staff.

Structured AI adoption consulting — including a custom AI Usage Guide and team workshops — produced a 35% productivity gain and 8× tool ROI across a 30-person property firm.
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