AI CONSULTING FOR BIOTECH
I help biotech leaders turn AI possibilities into tools that save their teams time. From choosing the right opportunity to building it—you don’t need to become a technology expert.
Discuss your workflowTalk directly with Aaron Kravitz. No technical brief needed.
Stanford CS graduate · Former Google engineer
Is this worth building?
Map the opportunity. Test the value. Decide with evidence.
A CLIENT’S PERSPECTIVE
Listening closely.
Finding the next step.
“You are a fantastic listener, in a very specific and analytical way … [you] quickly hone-in on exactly what needed to be done”
01 / WHERE I CAN HELP
You don’t need another list of possibilities. You need to know what deserves your team’s time.
“We know there’s an opportunity. We’re not sure where.”
Map the repetitive work, decision bottlenecks, and data constraints in your workflow.
A ranked list of opportunities, a recommendation to build or buy, and a plan for a first test.
“We have an idea. We need to know if it works.”
Build a focused pilot around a real task, with human review and a baseline to compare against.
A working pilot, an evaluation against agreed success criteria, and a go / revise / stop recommendation.
“The demo works. Now our team needs to use it.”
Bring the tool into the workflow, document its limits, and help the people using it get comfortable.
A practical handoff: documentation, team enablement, and a plan for ownership and oversight.
02 / A SMALLER, SMARTER FIRST STEP
Start with a focused opportunity assessment. We’ll choose one workflow and work out whether AI belongs in it.
Identify the users, current process, bottleneck, and constraints.
Agree on a baseline, acceptable quality, and the outcome that would justify a pilot.
Get a recommendation and a scoped plan. Implementation is a separate decision.
Scope, timing, and fees are agreed before work begins.
A sample decision framework—not a client result.
The decision: Continue only if the time saved is worth the review burden and quality meets the agreed threshold.
03 / YOUR CONSULTING PARTNER
I’m a Stanford CS graduate, former Google engineer, and AI practitioner with 10+ years building software and machine-learning systems.
I’ve led data science teams and built AI products, including a wet-lab platform at Codifi. Through Clairity Bio, I work directly with biotech experts who want a technical partner to explain the options and do the building.
The work starts with your problem. That may lead to a pilot, a simpler tool, or a decision that AI isn’t the right investment.
More about my backgroundBased in California · Working with teams across the US
SELECTED EXPERIENCE
BIOTECH CONSULTING
Evaluated digital-twin and synthetic-control methods for clinical-trial planning, including work on the sFlt-1 program.
Consulting experience · Clinical development
PRODUCTION AI
As Head of Data Science at Net Purpose, built an automated fact-extraction platform that eliminated manual processing and reduced operating costs by 20%.
Prior role · Results at Net Purpose, not a biotech client outcome
BIOMEDICAL RESEARCH
Built an information-extraction system over biomedical literature as an undergraduate researcher in Professor Russ Altman’s lab at Stanford.
Research experience · Biomedical information extraction
A FEW PRACTICAL QUESTIONS
This is a good fit for biotech teams with a specific workflow bottleneck, an AI idea to evaluate, or a build-vs-buy decision to make. You don’t need a finished brief—just a problem and someone who understands the current process.
No. The assessment is designed to clarify that. We can start with the task that takes too much time or the decision your team is struggling to make.
We’ll discuss the problem first, then agree on deliverables, timing, and fees before an engagement begins. An initial assessment doesn’t commit you to a larger implementation.
Keep your initial inquiry high level. Before project data is shared, we’ll agree on confidentiality, access, permitted tools, and any security requirements. A pilot should be designed around those constraints from the start.
LET’S FIND YOUR NEXT STEP
Tell me a little about the workflow and what you’d like to improve. I’ll follow up by email to explore fit and, if it makes sense, arrange an introductory conversation.
aaron@clairitybio.comNo polished brief needed. Please leave out confidential details.