My dad's been in his field for over two decades. The kind of work where knowing how someone holds his tea tells you more than the formal documents ever will.
He can walk into a room and know — not guess, know — how much facilitating effort a project will take. Whether the officer across the table will hold up a process just because he can. Whether the deal will move or rot in someone's drawer for six months. That's not data. That's not a framework. That's twenty years of sitting across from people and learning what their silences mean.
I've been working at his company for years. Recently I've been building my own division — data and AI for traditional industries. My job, in some sense, is to make intelligence cheaper.
Here's what I've started doing. Before meetings, I brainstorm with AI. I feed it context — the type of client, the sector, the likely objections — and I run scenarios. Edge cases. Possible plays. I walk into rooms pre-loaded with a mental map of how things could go. I haven't sat across from a thousand of those rooms. But I've simulated sitting across from them. And I think that counts. Not fully. But enough to close a gap that used to take a decade to cross.
A few months ago, a project came in. Complex stack — Python, AI embeddings, vector pipelines, an ecosystem neither of us knew. I didn't know this stuff. My dad didn't either. The old version of this story is: we don't have the expertise, we pass on it, or we spend weeks finding someone who does. Instead, I sat with AI. Learned the architecture. Learned enough to speak about it like I'd been building it for years. Took the meetings. I'm in the closing phase now. Neither of us had the knowledge. But only one of us had the tools to acquire it overnight.
Scoping, pricing, market trends, scope documents — stuff that used to require my dad's gut plus a week of back-and-forth — I can get to 80% in an afternoon with the right tools. The remaining 20% is still his. But the ratio is shifting.
And lately, something's changed in how he talks. Not dramatically. Not in a way anyone outside the family would notice. But when clients call, he's started saying things like "coordinate with Dhruv, he'll handle it."
When I bring him something new — a technical concept, a sales angle, an AI workflow — there's this look. Brief. Easy to miss if you're not paying attention.
Proud and defeated. Both at the same time. Just a little.
I don't think he'd name it that way. I'm not even sure he knows it's happening. But I see it. And I don't know what to do with it.
Because here's what no one talks about when they say "AI augments human expertise." The augmentation doesn't land evenly. It lands on the young. The ones who grew up with the tools, who think in prompts and workflows, who can take six years of experience and stretch it with AI until it starts to feel like fifteen. And the people with twenty real years start to notice that the distance between them and the next generation isn't what it used to be.
My dad's edge — the room-reading, the relationship capital, the instinct built from a thousand boardrooms — that's real. AI can't do that. Not today. Probably not in five years.
But I'm not trying to replace that. I'm pre-loading around it. Running the full play before I walk in. And every year, the pre-load gets better, and the gap between what experience gives you and what preparation plus AI gives you — it shrinks.
This isn't new. Sons have always eventually outpaced their fathers. That's not tragedy, that's just time. My generation will get outpaced by the next one. Some 19-year-old in 2031 with better AI and sharper tools will do to me what I'm doing now. That's the cycle. It's been running since before any of us were born.
But Gen Z might be the generation where that cycle accelerated past what feels natural. Where the handoff doesn't take thirty years — it takes ten. Where your dad is still sharp, still in his prime, still right about things — and the world has already started routing around him.
I'm building tools that make intelligence cheaper. I believe in that. I think it matters.
I just don't know if the first person it costs something is the one who taught me everything I know.