Embed agentic AI into workflows, governance, and decision-making to build an elastic organization that scales intelligence on demand.
Nine domain tracks · Developed with Xroads Catalyst · GxP-ready by design
Developed in partnership with Xroads Catalyst
Xroads Catalyst has developed an ecosystem of agentic AI capabilities for pharma and life sciences, focused on amplifying human ability and productivity through human-AI collaboration. Xroads is asset-based consulting, bringing reusable frameworks, patterns, and accelerators for safely deploying agents in complex, regulated environments.
“Somewhere along the way, work stopped being about thinking and started being about surviving the tools we built to help us think. That’s backwards. That’s broken. That’s what I want to fix. Technology should serve humanity, not the other way around.”
Co-Founder & CEO, VITAL
Former Global Head of Digital & AI at Takeda. Author of Crossroads. Co-founder, Health Tech Without Borders. A clinical pharmacist turned Big Four strategist turned AI leader, Hicham builds companies around one belief: intelligence should compound, not reset.
Co-Founder & COO, VITAL
Biomedical engineer, EPFL. Former medtech CEO, Korn Ferry executive, and startup mentor. Twenty years building health and digital ventures that survive regulators, investors, and the market—not just the pitch deck.
The program
When AI adoption lacks structure, teams experiment and individuals see isolated productivity gains—but real transformation never happens. SmartLab Deep Academy closes that gap by turning scattered AI use into scalable, organization-wide impact.
SmartLab Deep Academy helps organizations move from individual productivity gains to enterprise-wide impact. Combining Xroads Catalyst’s domain-specific frameworks with SmartLab’s scalable digital delivery platform, Deep Academy embeds agents into workflows, roles, and governance—transforming AI from isolated tools at the edges into a governed digital workforce integrated into how the organization runs.
Most organizations invest in AI training that stops at tools and prompts—never reaching the domain-specific orchestration that creates Deep Workers and makes agentic AI work. This is the gap.
2%
of intelligence initiatives deliver transformative value. Most stall at pilot stage, never reaching organizational impact.
Gartner, 2025
87%
of organizations expect significant skill gaps. The gap isn’t in intelligence literacy—it’s in domain-specific intelligence orchestration.
Deloitte, 2025
70%
can’t find domain + intelligence talent. Because this talent doesn’t exist yet. It must be built.
BCG, 2025
SmartLab Deep Academy is the bridge from AI tools to an AI workforce.
Deep Worker (n.)
A professional who combines deep domain expertise with AI orchestration fluency—building and governing intelligent workflows that multiply output without sacrificing quality or compliance.
Fit
Deep Academy is designed for knowledge work in complex, regulated environments—from individual contributors to executive leaders.
CDO/CIO, COO, Heads of Transformation, Heads of Data/AI, Functional VPs.
Medical, Regulatory, Market Access, Clinical, Quality, Commercial.
AI CoE, Digital/Product teams, L&D, Compliance and Risk.
You’ve moved past AI awareness and experimentation, but impact is still stuck at the edges.
You need repeatable, compliant patterns for deploying agents safely into real workflows.
You want role-based capability built around your teams, markets, products, and constraints.
The Deep Academy Learning Model
Deep Academy takes you from foundational skills to orchestration mastery through real work — not simulated exercises.
Foundation building through curated content. Each module combines video instruction, real pharma case studies, and essential readings. Self-paced with weekly checkpoints.
Hands-on practice in the VITAL sandbox environment. Work with actual datasets and tools under mentor guidance. This is a safe space to experiment and learn from mistakes.
Apply everything to a real challenge. Design, build, and deploy an intelligent workflow that delivers measurable business value. Present to leadership for certification.
Tracks
Nine tracks. One goal: measurable output in your domain.
| Domain | What the track builds | Target outcome |
|---|---|---|
| Medical | Synthesize 500+ papers monthly, accelerate KOL engagement | 10x faster literature synthesis, 5x more KOL touchpoints |
| Marketeer | Launch omnichannel campaigns in days, not weeks | 80% reduction in content creation time, 3x campaign velocity |
| Market Access | Automate HTA submissions and pricing models | 60% faster dossier preparation, real-time pricing optimization |
| Regulatory | Accelerate CTD preparation and agency responses | 50% faster submission prep, 90% reduction in cross-reference errors |
| R&D | Augment literature review and protocol design | 70% faster lit reviews, data-driven protocol optimization |
| Strategy | Accelerate competitive intelligence and due diligence | Continuous competitive intel, 80% faster due diligence |
| Analyst | Automate RWE analysis and insight generation | Self-service analytics, 10x faster insight delivery |
| HR | Scale scientific recruiting and onboarding | 50% faster time-to-hire, personalized onboarding at scale |
| Finance | Real-time revenue modeling and variance analysis | 5x faster close process, continuous forecasting capability |
Formats
Rapid capability building.
Deeper integration with work.
Full-Stack Leader preparation.
Building internal capability.
Difference
A practical, human-centered approach to transformation, delivered at scale.
Built for regulated work.
Orchestrators, not just users.
Actual projects, reusable IP.
FDA and EMA ready by design.
Scale without scaling headcount.
Xroads expertise, SmartLab platform.
Together
Powered by SmartLab. Designed with Xroads Catalyst. Built for intelligent workforce transformation.
By 2028, the capability gap between organizations with Deep Workers and those without will determine the next generation of leading organizations.