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Cogitations n.
- an act of reflection or meditation; contemplation.
- the facility of thinking.
- a thought, scheme, or plan.
(Random House Webster’s College Dictionary, 1999)
Post about AI Powered Note Taking
I Create to Live
My life has always felt like a journey through building: ideas born, experiments launched, lessons learned — over and over. From my days with punch cards and mainframes, to founding companies, to now post-corporate adventure, I’ve followed one guidepost: create, learn, teach.
“If I’m not building, I’m not breathing.”
For over 40 years, I led in the corporate world: founding companies, scaling teams, and driving growth at the intersection of science, engineering, and business. Today, in retirement, I’m still creating — through coding, teaching, making, and exploring ideas that excite me.
A Timeline of Companies & Creation
Here are the major waypoints — the companies I started or led, how they grew, and what I learned along the way:
| Company / Venture | What & When | Outcomes & Lessons |
|---|---|---|
| Irv Shapiro & Associates (ISA) | Early 1980s – After ~5 years at DEC, I founded this as a consulting firm. Focused on software consulting/engineering services to Fortune 5000 companies. | Taught me how to build client trust, deliver under deadline, hire engineers. Seeded the idea of scale in service businesses. |
| Metamor | Mid–Late 1980s – Grew out of ISA; expanded consulting scope until the company had over 500 consultants serving a global client base. | Ultimately sold to Corestaff. Scaling people is harder than scaling code — culture, structure, and alignment matter as much as technical quality. |
| Edventions | Mid 1990s – Before most people even knew what the Internet was, I co-founded Edventions to provide safe Internet access and homeschool connections for elementary schools. We served over 125 schools nationwide. | A bold bet on the future of education and technology. Ultimately sold to Edison Schools. Lesson: timing matters, and being early can be both exhilarating and challenging. |
| DialogTech | 2007–2021 – Founded as the next leap forward, DialogTech became a marketing automation leader delivering voice analytics. We gave marketers the power to track, route, and analyze inbound calls — connecting digital ad spend with real conversations. | Under my leadership, revenue approached $40 million and the company was cash flow positive. In 2021, DialogTech was acquired by Invoca for $100 million. Lesson: when you give businesses visibility into their customer conversations, you change how they market and sell. |
| MakeWithTech | 2018–Present – Post-corporate project — community + maker space + learning hub. Tutorials, 3D printing, electronics, lasers, sharing experiments. | Built a passionate community, tens of thousands of YouTube subscribers, thousands of forum members. Some projects succeeded, some didn’t. I learned again: community & authenticity matter more than polished perfection. Monetization is necessary but not sufficient to define value. |
| Savta.ai | 2024–2025 – Exploring what tradition and tangibility still matter in an increasingly digital world. Physical cards, memories, connection. While I determined this was not financially viable it was a wonderful learning experience. savta.ai |
Already showing me that the questions — not just the technology — are what I enjoy most: what connects us, what feels human. |
| Sefaria Tutor | 2026-Present – Applying the power of AI to traditional Jewish texts. With access to millions of examples large language models do a good job at translating nuanced text and breaking down the grammar of Hebrew and Aramaic texts. sefaria-tutor.cogitations.com |
Ongoing. I have always struggled with biblical Hebrew so I build a site to apply the power of AI to the classical biblical texts available at sefaria.org. |
| Technology Consultations | I assist venture capital funds in their evaluation of potential investments in AI based technology companies and help AI company founders as an executive coach. | Ongoing. |
Learning, Teaching, Creating — Always Together
After decades in leadership and product building, I find that my richest rewards now come from sharing: writing what I’ve learned (warts & all), teaching what I’m exploring, and creating in public.
- I post blog reflections: sometimes on success, often on what went wrong. Because “failure” is just a data point.
- I build small tools or experiments not because I need them, but because they clarify ideas.
- I teach through YouTube, tutorials, and community forums — not to show off, but so someone might think: I can do that too.
Retirement, Reinvented
“Retirement” sounds like rest. For me, it’s the chance to re-orient. To stop doing what I have to, and focus on what I want to. I’m free from quarterly targets, but I’m not free from vision. I’m free to experiment. To build things that wouldn’t have seemed “scalable” but feel deeply satisfying.
“Every hobby carries the seed of something more.”
Sometimes projects succeed. Sometimes they don’t. But every one of them tells me more about people, technology, and myself.
Featured Reflections
Here are stories where I’ve pulled back the curtain — the decisions, regrets, surprises:
- A Little About Me – My origins, the detours, and what I’m learning now.
- Models Application is Shutting Down – When ideals meet real business metrics.
- Purple Cow Focus The Microsoft Lesson for Startups -- Be different to win.
- Enhancing Productivity in the AI Era - A Guide for Teams of All Levels -- AI will not eliminate jobs, it will enhance and change them.
- AI Powered Note Taking – How we remember, how tools assist memory — and what we lose or gain in between.
Let’s Make Something Together
If you've got an idea, a question, a project, or just a curiosity: reach out. Let’s build, tinker, and iterate together. Because even in retirement, I believe the most important work is the work that pushes boundaries — of technology, of business, of what we think is possible.
Connect & Explore
- LinkedIn – Irv Shapiro
- MakeWithTech.com — My maker community & experiments
- MakeWithTech Youtube Channel — See what I build, what I learn, what surprises me
“My greatest creations may be experiments that never made it — because those failures paved the way for everything else.”