Scientific strategy and AI execution for preclinical and life-science teams.
We design rigorous studies, pressure-test the evidence, manage vendors, and build the production AI to run it — MD/PhD scientific leadership with hands-on engineering, for founders, investors, and research teams.
Wright Sciences is the specialized science + AI execution partner for early life-science companies, investors, and research teams that need senior judgment and working systems — without hiring a full internal team.
Preclinical Strategy
Study design, power analysis, endpoint strategy, CRO/vendor management, data interpretation.
Explore servicesScientific & Regulatory Diligence
Technical diligence, claims-vs-evidence review, FDA/regulatory pathway analysis, investor memos.
Explore servicesApplied AI & Research Software
Agentic workflows, data pipelines, computer vision, label QA, specialized ML systems.
Explore servicesWho we serve
Biotech founders
Design studies that survive investor, CRO, and regulatory scrutiny.
Investors
Fast, evidence-based diligence on science, claims, regulatory path, and execution risk.
Research teams
Data pipelines, ML systems, and analysis workflows that cut manual burden.
CROs & platform companies
AI tools, computer vision, and automation for research operations.
Ways to work with us
| Model | Best for | Typical deliverable |
|---|---|---|
| Program Audit | Founders/investors who need a fast senior read | Gap/risk memo + prioritized action plan |
| Fixed-Scope Build | Teams needing a defined AI tool or analysis pipeline | Working system, documentation, handoff |
| Fractional Scientific / AI Lead | Teams needing senior capacity without a full-time hire | Weekly operating cadence + deliverables |
| Vendor / CRO Management | Teams outsourcing studies | Vendor shortlist, SOW review, study oversight |
| Investor Diligence | Funds/angels evaluating a deal | Scientific/regulatory diligence memo |
Program Audit
Best for: Founders/investors who need a fast senior read
Typical deliverable: Gap/risk memo + prioritized action plan
Fixed-Scope Build
Best for: Teams needing a defined AI tool or analysis pipeline
Typical deliverable: Working system, documentation, handoff
Fractional Scientific / AI Lead
Best for: Teams needing senior capacity without a full-time hire
Typical deliverable: Weekly operating cadence + deliverables
Vendor / CRO Management
Best for: Teams outsourcing studies
Typical deliverable: Vendor shortlist, SOW review, study oversight
Investor Diligence
Best for: Funds/angels evaluating a deal
Typical deliverable: Scientific/regulatory diligence memo
Most engagements start with a Program Audit or an AI Opportunity Assessment — a low-risk way to begin.
How we work
Selected work
The behavioral dataset nobody could trust
Inconsistent labels across annotators were quietly undermining every downstream model.
The diligence that changed the deal
Tracing each performance claim to its actual evidence reshaped how the investor saw the opportunity.
The study designed to survive scrutiny
A promising program rebuilt around the questions a sophisticated investor would actually ask.
The automation that wasn’t worth building
Mapping workflows against where AI pays off redirected effort away from an expensive distraction.
Principal-led, specialist-supported
Every engagement is led by Zachary Wright, MD/PhD — who designs the science and engineers the systems to execute it. Depending on scope, Wright Sciences brings in vetted scientific, statistical, engineering, and regulatory specialists to support execution, with senior accountability centralized.
Let’s talk about your program.
A free, no-obligation 30-minute call to talk through where you are and whether we can help.
Book a free intro call