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Our Story

About SciGen

Built on a decade of life sciences experience and a belief that AI adoption requires a quality system—not just tools.

We believe that AI adoption in regulated life sciences requires more than technology—it requires framework, culture, and expertise. SciGen exists to close that gap.

Methodology First

The CRAFT™ quality system provides a repeatable, defensible approach to AI-assisted work—from structured prompting (CRAFT™ Core) through advanced techniques (CRAFT™ Pro) to validated output (VERIFY™) and measured impact (CRAFT Lift™).

FDA/EMA-Aligned from Day One

VERIFY™ maps to 6 of 10 principles from the January 2026 FDA/EMA Joint Guiding Principles on AI in Drug Development. Every module addresses validation requirements, audit trails, risk frameworks, and the documentation standards that govern regulated life sciences organizations.

You Keep the Capability, Not Just Our Deck

Big consultancies leave you a strategy document. We leave your leaders able to run the CRAFT™ quality system on their own real work—the next day and every day after. The capability stays inside your organization, not ours.

The CRAFT™ Quality System

C
Context
Understand the regulatory, operational, and risk landscape. Every prompt begins with clarity about what matters in your organization.
R
Role
Define who does what. Role assignment improves AI alignment by 60%, per Stanford HAI research—the single highest-impact prompting technique.
A
Action
Identify the specific workflows and decisions where AI creates value. Focus training on real applications that matter to your business.
F
Format
Choose the output structure suited to the audience and context. Teach teams to think in structures—not just concepts.
T
Tone
Match the message to the moment. Precision, credibility, and the exact level of confidence appropriate to scientific and regulatory standards.
CRAFT™ — Structured input through Core and Pro prompt engineering, including agentic AI supervision
VERIFY™ — Validated output with FDA/EMA-aligned quality checkpoints
Scorecard™ — Measured quality across 5 dimensions on a 50-point scale
CRAFT Lift™ — Proven impact with before/after measurement

"AI will reshape commercial science professionals. The organizations that win won't be the ones with the fanciest tools—they'll be the ones with teams who understand the methodology, ask the right questions, and know how to integrate AI into their existing rigor."

— SciGen Learning

Frequently Asked Questions

What is the CRAFT™ methodology? +
CRAFT™ is a research-backed quality system for AI-assisted work in life sciences. CRAFT™ Core provides the five essential elements every prompt needs: Context, Role, Action, Format, and Tone. CRAFT™ Pro adds three extensions for complex tasks: +Examples (few-shot learning), +Constraints (guardrails), and +Iteration (chain-of-thought refinement). The full quality system includes VERIFY™ for output validation, the Output Quality Scorecard™ for measurement, and CRAFT Lift™ for proving impact—a closed loop anchored in peer-reviewed research.
Who is this built for? +
SciGen works with the leaders who run life sciences commercial and medical teams—directors through VPs. Engagements are built around your organization's actual work, so the leaders who attend leave capable of applying the CRAFT™ quality system on their own real tasks, not just briefed on the concept.
Do I need technical or coding experience? +
No. SciGen focuses on methodology, strategy, and practical application—not programming. All engagements assume zero prior AI or coding experience. We teach you to think clearly about AI, ask the right questions, and integrate it into your existing workflows.
What's the time commitment? +
The Diagnostic Sprint runs two weeks and includes 4–5 leader interviews plus a 60-minute readout—minimal time from your team. The Executive AI Workshop is a single full day, virtual-first, with 6–8 of your leaders in the room. Saturday Studio is a single Saturday session, once it opens.
Are these programs suitable for regulated organizations? +
Yes—CRAFT was built specifically for life sciences. Every engagement includes guidance on compliance, validation, audit requirements, and risk governance, with the VERIFY™ system mapped directly to FDA and EMA AI guiding principles.
What happens after a Diagnostic Sprint? +
Most clients move from the Sprint's readout straight into an Executive AI Workshop, using the diagnostic's findings to build the working day around your team's highest-priority gaps. The Sprint is designed to make that next step fast and low-risk to say yes to.
Do you offer anything for individuals, not just organizations? +
Saturday Studio is our public, per-seat format—open across companies rather than built for a single organization. It's not yet open for enrollment; join the waitlist to be notified when it launches.
Do you offer team or enterprise training? +
Yes. Custom engagements are available for larger teams, departments, or multi-site organizations, with customized scope, strategy consulting, and ongoing support. Email hello@scigenlearning.com for pricing and details.
Founding Client Rates
A Limited Number of Founding Engagements — 2026
Diagnostic Sprint and Executive AI Workshop, both at founding pricing for a limited number of clients.