The Translation Problem

Alex Baca





Hi, I'm Alex and this is my family.

My wife, our dog Charlemagne, and me.

When I was a kid, I was diagnosed with leukemia.

I survived because the science reached me.

That's what drove me into deep tech — to fight back.

Fighting Back

My mission: Getting life-saving breakthroughs to every patient.

Protenus

I built systems that halted drug diversion and privacy breaches, directly protecting patients from harm. Our technology achieved the highest KLAS score ever for patient safety monitoring.

Recursion

I developed the AI powering 2.2 million drug experiments weekly, compressing years of research into weeks. Our goal: accelerate critical cures to patients when they need them most.

Recursion changes drug discovery economics

Traditional

$2 billion, 15 years, most fail

Recursion

AI tests millions of possibilities in weeks

Scale

65 petabytes of biological data


Then I realized something terrible.

I quietly disabled our flagship AI model

The one that "saved weeks"

The one that "predicted toxicity"

The one everyone praised

No one noticed.

The Investment

Years of dedication built this model

The builders, immensely proud, hailed it as their magnum opus.

Executives championed it to Wall Street as a triumph of innovation.

Drug programs lauded its constant ability to "save weeks" and "de-risk development."

The verdict was unanimous: this was undeniably impactful.

One week passe

Zero tickets.

Zero complaints.

Zero questions.

Nothing.

Drug programs hit their milestones on schedule. Scientists used their own judgment like they always had.

If it actually saved weeks, they'd yell when it broke.

But they weren't yelling.

They learned to go along with the program.


Technology was real. Impact was a story.

I tried fixing it from inside

300-person team

Built Translation Platform team

36 → 18 months

Cut drug-to-trial time in half

Human response

Created predictive models

The problem was bigger than one company.

Techstars Scale

I joined Techstars to help AI founders

5K

companies backed

16

unicorns created

$20B+

raised

1%

acceptance rate

Harder than Harvard

The Pattern

Why Brilliant AI Still Struggles for Adoption

The hurdle isn't building breakthrough AI. It's the human element: translating innovation into irresistible adoption.

I used to believe better technology saved lives.

Now I know:

Technology that doesn't reach people saves no one.

5,000 companies. Same pattern.

The information existed. It just wasn't reaching the CEO.

At Techstars, I watched brilliant founders make avoidable mistakes — not because they lacked data, but because no one would tell them what it meant. The honesty gap isn't a character flaw. It's a structural problem.

Why Sopheva

That's why I started Sopheva

The honest conversation you can't have anywhere else

The honesty gap

Executives making $20M decisions with nobody willing to push back. Your team won't tell you the hard truth. Your coach isn't awake at 11pm. ChatGPT agrees with everything you say.

Here's how Sopheva solves it:

AI that actually argues with you

Six expert perspectives that debate each other, challenge your assumptions, and force you to see what you're missing.

For decisions that actually matter

The ones where you need someone to say 'have you considered that this could blow up?'

THE MECHANISM

You bring a decision. Sopheva runs it through 6 expert perspectives — simultaneously.

Finance Lens

Cost, ROI and risk

Operations Lens

Feasibility and throughput

Market Strategist

Positioning and demand

Behavioral Economist

Biases and incentives

Industry Veteran

Practical experience

Growth Advisor

Scaling and acceleration

They debate each other. They challenge your assumptions. They disagree.

You get a map of the decision space, not a single answer.

THE CATCH

What almost happened

A first-time founder. 48 hours to decide on a $25M acquisition offer.

1

ABOUT TO SIGN

$25M

  • 60-day exclusivity
  • First-time founder
2

SOPHEVA CAUGHT

3

OUTCOME

$45M

+$20M value created

"Exclusivity is the most expensive thing you can give away for free. The $25M wasn't a ceiling — it was a floor."

— Sopheva's David Rubenstein (Carlyle Group founder)

The same problem. A different room.

I survived because the science reached me.



Now I'm building something so the truth reaches you.

Somewhere in your company, someone knows.

They're just not telling you.

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