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AI for life sciences

Turning disconnected R&D and clinical data into decisions that keep programs on track.

Smarter clinical and portfolio decisions, driven by AI.
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AI for life sciences

Turning disconnected R&D and clinical data into decisions that keep programs on track.

Smarter clinical and portfolio decisions, driven by AI.

Artificial Intelligence (AI) helps life sciences organizations automate processes, uncover insights from complex data, and improve decision-making across research, clinical operations, and portfolio management. AI accelerates innovation while improving efficiency and governance. i2e Consulting helps pharmaceutical companies implement practical AI solutions, intelligent automation, machine learning, and Agentic AI aligned with business objectives.

ai & ml
Pharma R&D and clinical teams are sitting on more data than ever and still waiting too long for answers. i2e builds AI-powered analytics solutions that connect your existing infrastructure and put governed, real-time insights in the hands of the people who need them.
We help pharma R&D and clinical teams turn fragmented data into governed, real-time intelligence, with AI-powered analytics, portfolio dashboards, and conversational insights built on your existing infrastructure.
Your PPM, clinical, and operational data lives in different systems, and no one has a single, trusted view of the portfolio

Your PPM, clinical, and operational data lives in different systems, and no one has a single, trusted view of the portfolio

Study teams and portfolio leads are still raising tickets and waiting days for reports that are already out of date by the time they arrive

Study teams and portfolio leads are still raising tickets and waiting days for reports that are already out of date by the time they arrive

AI ambition is real, but most implementations stall before they reach the people who need them, study teams, PMO leads, and R&D executives.

AI ambition is real, but most implementations stall before they reach the people who need them, study teams, PMO leads, and R&D executives.

Agentic Resource Management (ARM)
Agentic Resource Management (ARM)

ARM gives pharma R&D and portfolio teams the ability to model, adjust, and stress-test resource plans without starting from scratch every time something changes. When project timelines shift, priorities evolve, or new assumptions come in, ARM updates demand forecasts dynamically, so planners spend their time on decisions, not rebuilds. Built-in what-if scenario modelling lets teams evaluate milestone changes, capacity constraints, and portfolio trade-offs before committing to a path.

Conversational analytics (ORION)
Conversational analytics (ORION)

ORION is i2e's AI-powered conversational analytics platform, purpose-built for pharma teams. R&D PPM leaders, clinical ops managers, CDMs, and portfolio executives can ask questions in plain English 'which sites are behind enrolment targets?' or 'show portfolio spend by therapeutic area' and receive governed, explainable answers in seconds. No SQL. No ticket queue.

AI-powered change intelligence for your PPM environment.
AI-powered change intelligence for your PPM environment.

Compare AI helps PPM teams move beyond spreadsheet-based scenario comparisons. It connects directly to your existing PPM environment and automatically compares scenarios and snapshots across planning cycles, eliminating manual reconciliation. An AI-driven intelligence layer explains why costs, timelines, resources, and priorities shifted, surfaces risks and downstream impacts, and gives portfolio leaders the contextual insights they need to make faster, more confident steering decisions.

Success stories

A global pharma company saves time and improves the success of clinical trial protocols using AI and ML

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Transforming PMO daily standups with an Agentic AI project manager

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A Generative AI Chatbot Streamlines Clinical Trial Operations for a Pharma Organization

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Why i2e
We are life sciences specialized
We are life sciences specialized
Our consultants have worked inside portfolio management, clinical and R&D functions. We don't arrive with a generic analytics framework and adapt it, we start from the workflows, metrics, and decisions that matter to your teams.
We build on what you have
We build on what you have
Every i2e engagement starts with your existing infrastructure. We connect to Snowflake, Databricks, CTMS, EDC, and PPM platforms without requiring migration or replacement — so you see value faster and protect existing technology investments.
Built in governance
Built in governance
Every analytics solution we deliver includes role-based access controls, audit trails, and data lineage aligned to GxP, HIPAA, and GDPR requirements. AI and compliance are in sync at i2e, they're designed together from day one.
From proof of concept to production
From proof of concept to production
Takes solutions from initial use case through to production deployment, adoption, and iteration, with the implementation depth and change management support to make AI and analytics actually land with the teams who need them.
Purpose built AI for the decisions that matter most in R&D.
Whether you're starting with a portfolio dashboard, a clinical analytics use case, or a broader AI strategy, we'll help you build AI solutions that evolve as your ambition, data, and programmes grow.
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