Agentic AI Adoption Services
Empower your R&D teams with modular, comprehensive, enterprise-class Agentic AI platform & skills engineered specifically for scientific research.
Context
Enabling R&D teams to adopt Agentic AI - quickly, strategically, and at scale
Agentic AI is a fundamental shift in how your R&D organization discovers, decides, and operates. We help you navigate that shift – from foundations to fully deployed human plus agentic workflows.
75–85%
3.4–5.4%
within 5 years of adoption
Faster Tech-transfer
The Challenge
Most organizations have AI access. Few have genuine AI adoption.
The gap between “we have an LLM license” and “AI is changing how our science gets done” is wide – and most companies are stuck in it. Closing that gap requires more than technology. It requires the right foundations, the right domain expertise, and the right operating model.
The Igniva™ Stack
A Modular & Comprehensive Agentic AI Stack
Igniva™ combines native system integrations, scientific models, and enterprise governance into a single deployable platform.
Every layer is production-hardened and purpose-built for biopharma environments
Where Agents Work
Agentic AI across your R&D value chain
Igniva™ agents are built for the full breadth of biopharma R&D – from early discovery
and molecule design through development operations and commercial intelligence.
Why It Matters
What your organization gains from true agentic AI adoption
Accelerated Discovery
Agents synthesize evidence, generate hypotheses, and analyze multi-omic data at a depth and pace no team can match alone -compressing timelines across the R&D value chain.
Operational Leverage
Automating high-volume, repetitive, and knowledge-intensive tasks frees your scientists to focus on the highest-value decisions -while agents handle synthesis, documentation, and protocol generation.
Better Decisions, Faster
Agents surface the right information at the right moment – from internal data, scientific literature, and cross-functional teams’ systems – so every. The decision is grounded in the fullest picture
available.
Enterprise-Grade Safety
Human-in-the-loop approvals, IP protection, data boundary enforcement, and full auditability ensure that agentic AI operates within your organization’s governance standards.
Scalable AI Maturity
Each workflow unlocked raises the AI capability floor for your organization – building reusable agents, richer data foundations, and institutional knowledge that accelerates every
subsequent initiative.
Scientist- Centered Design
Adoption succeeds when scientists trust and use the tools. Our agents are built
around real R&D workflows, with UX designed for scientific teams – not IT or data science departments
alone.
Our Accelerator Model
From scratch to deployed in 7 weeks
Our structured accelerator model is designed for speed and conviction. You leave with a
running system, demonstrated value, and a clear plan for what comes next.
Prepare & Pilot
→ Deploy Igniva™ securely in your environment
→ Configure RBAC, audit trail, approval workflows
→Connect foundational
knowledge sources
→Activate 1–2 starter agents for live workflows
Plan & Roadmap
→Prioritize next
workflows across R&D
→Define integration
scope and data readiness
→Identify pilot owners & success criteria
→Align on expansion phasing and budget
Execute & Scale
→Build custom agents for
prioritized workflows
→Harden integrations and productionize evals
→Replicate across
sites with reusable
templates
→Continuous governance and adoption tracking
Our Advantage
Deep science and deep tech, working together
We understand both – having spent 8+ years building AI systems for real R&D workflows at top-5 global biopharma organizations, alongside 100+ researchers spanning biology, chemistry, and computational science. This domain depth is what makes the difference. It’s why Igniva™ agents are built around actual scientific reasoning – not just text generation.
R&D Domain Depth
Oncology, immunology,
rare disease, CNS, metabolic disorders across small molecules, biologics, and gene therapies.
Agentic AI Engineering
Multi-agent orchestration,
tool use, RAG, evaluation
frameworks, and production-grade
deployment.
Data Infrastructure
DBTIPS™ curated knowledge, ELN/LIMS/ QMS integrations, and data pipelines shaped for
agentic reasoning.
Change Enablement
Workshops, scientists onboarding, adoption, tracking dashboards, and governance readouts built for continuous oversight.
The Igniva™ Platform
Production-ready R&D skills & tools, with data and knowledge-graph integrations.
Purpose-built for biopharma R&D and continuously expanding — the IgnivaTM platform
covers every stage of the R&D value chain with a growing catalogue of agents, integrations, and curated scientific knowledge.
100+
development & intelligence
500+
databases integrated
across the Igniva™
platform
End- to-end
R&D value chain coverage – from early Discovery to Development/CMC to TechOps and
Market Intelligence
To see the full skill catalogue, integrations, and demo workflows, click on the button below.
Discover our offerings across the biopharma value chain
Our Solutions
Our Services
Offering services in computational sciences and technology to complement biopharma R&D