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Automate Your Work and Grow Your Career.

Practical AI workflows you can copy today. Every post comes with a free guide, and the Scale on Autopilot newsletter walks through the full build every week.

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👋 Hi, I'm AbelFree guideThe Claude Skills Guide

AI Should Make You Better at the Work You Already Do.

The Problem

Most AI Advice Stops at the Demo.

You see a new AI tool every day. Very few posts show the exact prompt, the setup, and what to do when the output is wrong. That gap is where the time savings get lost.

The Fix

Every Post Teaches One Real Workflow.

Each one comes with the literal prompt, the real product on screen, and a free guide that goes deeper than the post. I build these systems for real businesses, so the guides show what holds up in daily use.

From the Feed

Latest Posts and Their Free Guides.

Every post teaches one workflow. The free guide goes deeper.

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What Do You Want Help With?

Learn a workflowResourcesGuides, playbooks, and templates with every step written out. Most are free.Keep learningThe NewsletterOne full build every week, including what went wrong and the fix.Get focused helpServicesPaid 1:1 sessions on one topic, booked on Topmate.For brandsPartnershipsSponsored posts, product walkthroughs, and affiliate partnerships.
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Meet Abel

I'm Abel. I Build AI Systems and Teach the Workflows.

I've spent about a decade putting data and AI systems to work inside large, complex organizations. Now I build AI automation for real businesses and share the exact workflows here, so you can use AI to get more done in the work you already do.

  • AI ImplementationI implement AI-native systems and agentic workflows for large enterprises in healthcare, pharma, life sciences, and financial services.
  • ResearchI worked as a clinical data scientist in academic radiology, analyzing large imaging datasets in PHI-governed environments.
  • Data FoundationAbout a decade in data strategy and analytics. B.A.Sc. in Bioengineering from UPenn. MicroMasters in Statistics and Data Science from MIT.
More About Me

For Brands

Building an AI or Productivity Tool?

I show real products doing real work, step by step. See formats and how I work with brands.

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