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%

of pharma workflows can be augmented by agents

3.4–5.4%

projected EBITDA gains
within 5 years of adoption

Faster Tech-transfer

~33% Faster tech-transfer timelines with GenAI
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+

Production-ready skills spanning discovery, design,
development & intelligence

500+

Tools, packages &
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

Learn more about our platform, solutions, and services