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AI Consulting & R&D Execution

Our Mission

Why ESMN Horizon

Our Approach

At ESMN Horizon, we help life sciences organisations bridge the gap between innovation and execution.

Through our Embedded Partnership Model (EPM), we integrate senior AI, data science, and machine learning expertise directly into your teams to turn strategic ambition into measurable outcomes. 

Our Approach

Why ESMN Horizon

Our Approach

 

We begin with a thorough assessment of your pain points — identifying where technology, process improvement, or data-led insight can deliver meaningful change.


Our focus is on augmentation, not automation for its own sake. 


We apply AI where it adds real value, and where traditional IT or digital solutions are more effective, we recommend those instead.


Every engagement is grounded in objectivity, transparency, and impact, ensuring solutions that are fit-for-purpose, efficient, and commercially sound.

Why ESMN Horizon

Why ESMN Horizon

Why ESMN Horizon

With over 20 years of experience spanning clinical research, commercial leadership, and AI/ML innovation, ESMN Horizon combines scientific understanding with commercial pragmatism.


We bring the experience, objectivity, and embedded expertise required to deliver results that last. Our goal is simple: turn strategy into execution, and execution into measurable impact.



Closing the Execution Gap in AI

The Challenge: Stalled Projects

The Challenge: Stalled Projects

The Challenge: Stalled Projects

Talent Gaps: Access to specialised data science expertise is limited and hard to retain.
Knowledge Leakage: High contractor turnover leads to loss of context, continuity, and efficiency.
Unrealised ROI: AI investments often stall before delivering measurable business value. 

Our Solution: Continuous Value

The Challenge: Stalled Projects

The Challenge: Stalled Projects

Continuity: Our embedded teams stay and grow with you, ensuring lasting expertise and momentum.
Strategic Depth: We bridge the gap between planning and deployment, translating roadmaps into results.
Measurable Impact: We reduce manual effort, shorten R&D timelines, and deliver visible ROI. 

High-Impact Engagement Models

Embedded Partnership (EPM)

Embedded Partnership (EPM)

Embedded Partnership (EPM)

Embedded Partnership (EPM)
A dedicated, long-term team (2–3 specialists) integrated into your operations for 3–6+ months to deploy scalable, high-impact AI. 

Sprint Intensives

Embedded Partnership (EPM)

Embedded Partnership (EPM)

Sprint Intensives
Rapid 2–4 week engagements to solve a critical challenge, deliver a prototype, or conduct an AI audit. 

Advisory Retainers

Embedded Partnership (EPM)

Advisory Retainers

Advisory Retainers
Ongoing access to senior AI and data strategy expertise (fractional CTO). Includes governance, vendor selection, and ROI guardrails.  

Our Measurable Impact

Our clients see tangible results — accelerating timelines, improving decision-making, and maximising return on investment.

  • 40% faster time-to-insight and reduced recruitment overhead. 
  • 60% reduction in manual review time through NLP automation. 
  • 18-month acceleration in compound prioritisation.
     

These are not just technology wins — they’re operational efficiencies and commercial advantages that scale.

Book a Discovery call

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