A selection of automation and AI builds, focused on the manual time, errors, and handoffs removed. Client details are anonymized to respect confidentiality.
A shared-services HR team at a Fortune 500 company was producing employee transfer contracts at 30-40% quality, with salary calculations done by hand. I automated the calculations, introduced a lightweight QA loop, and built productivity tracking for the team.
Quality: 30-40% → 95%+
Under a month · Enterprise HR
Contract time cut from 90 to ~45 minutes, output doubled
An AI assistant trained on a crypto channel's full video library, so viewers get instant answers grounded in the creator's actual content. New video transcripts are ingested automatically every week.
24/7 viewer Q&A
2 weeks · Content creator
Knowledge base stays current with zero manual updates
When a client email arrives, the workflow drafts tailored discovery questions and a call walkthrough script, then delivers everything to Slack before the meeting starts.
Call prep on autopilot
3-5 days · Service business
Every call starts fully prepped, no manual research
Fill in a campaign form and the pipeline does the rest: AI generates the search keywords and areas, scrapes Google Maps, analyzes each business's website, scores every lead, and queues the hottest ones into a personalized cold-email campaign.
Maps → scored leads → outreach
3 weeks · Lead generation
From niche + city to scored leads and sent outreach, hands-free
Customers message the business on WhatsApp — text or voice note — and an AI agent answers in kind: voice gets transcribed, the reply is generated with conversation memory, and the answer comes back as text or synthesized audio.
Voice note in, answer out
1 week · Customer communication
Text and voice conversations handled without a human
Shadowed a recruiting team at a Fortune 500 company to map where the hours actually go: reviewed process material, collected the recruiters' most time-consuming activities, and ran feasibility checks on each automation candidate.
Audit → roadmap
3 weeks · Enterprise recruiting
Top time sinks mapped to a prioritized automation roadmap
Every four hours the workflow pulls fresh posts from target subreddits, drops anything stale, and AI-classifies what's left — so only the conversations worth joining reach you.
Runs every 4 hours
2-3 days · Market research
A feed of only-relevant conversations, zero manual scrolling
An internal tool that turns an outline into a working slide deck: pick the structure, let AI draft the content, review and export. Built for teams that lose hours to first drafts.
Outline → deck
1-2 weeks · Internal tool
First draft of a deck in minutes instead of hours
A small Make scenario that keeps a busy Gmail inbox organized automatically and pings Slack the moment an important client writes in. Proof that an automation built in an afternoon can pay off every single day.
VIP emails → instant Slack ping
An afternoon · Any team
Important clients never sit unread