X-BENCH

A game-changing AI workspace built for Medical Affairs.

Unify data, curate insights, and execute strategy with unprecedented efficiency.

OUTCOMES FIRST

Focus on Outcomes, Not Functionality

Whether it’s compiling your weekly report for leadership, synthesizing complex data to answer a new hypothesis, or getting rapid answers to a challenging question, X-BENCH is engineered to help you complete your specific “jobs to be done.” All with a focus on your strategy.

X-BENCH cuts through the technical complexity, empowering you to achieve your strategic objectives directly and efficiently.

“…the focus on correlation - and on knowing more and more about customers - is taking firms in the wrong direction. What they really need to home in on is the progress that the customer is trying to make in a given circumstance - what the customer hopes to accomplish. This is what we’ve come to call the job to be done.”

Clayton M. Christensen et al., HBR

Unify All Your Medical Affairs Data

X-BENCH empowers you to effortlessly consume and analyze data, information, and insights from every critical source. Internal, external, paid, public, and everything in your data lake. With X-BENCH, nothing valuable remains siloed.

Stakeholder & Channel Interactions

Published & Subscribed Content

Beyond A Simple AI Wrapper

X-BENCH is not just an AI wrapper; it’s a practical toolkit built upon three distinct, integrated portals:

Ingestion

Automated, real-time assimilation of all internal and external data sources. Connectors, APIs, ingestion schedules, data uploads, and everything else.

Curation

Expert curation with advanced AI techniques and processes, with continual input from our medical team to intelligently curate your data for analysis and provide critical oversight.

Workspace

The intuitive environment where end-users execute their essential jobs to be done. Where the magic happens.

Your Daily Workspace

Why a workspace? Because X-BENCH consolidates everything you need to execute the diverse projects your role demands. One day you might be searching for key insights amongst a mass of data, the next you're analyzing multiple Advisory Board transcripts to summarize KOL perceptions on access to care within a specific geography. X-BENCH adapts to your evolving priorities while always helping you do the job you need to get done.

DATA INGESTION

The Ingestion Portal

Medical Affairs is awash in information. From evolving scientific literature and real-world evidence to field-gathered insights and key opinion leader (KOL) engagements, the sheer volume of data is staggering.

The true challenge, however, isn’t collecting this data, but rather harmonizing these disparate streams into a singular, actionable narrative.

Without a comprehensive strategy, critical intelligence remains siloed, leading to delayed decision-making, missed opportunities, and a reactive posture.

The Ingestion portal in X-BENCH is engineered precisely to conquer this fragmented frontier, transforming your data landscape into a cohesive, strategic asset.

Architectural Cognizance

A unified, scalable architecture built to overcome data fragmentation and unlock the full potential of all your medical inputs

Schema-Agnostic Connectivity

Support of flexible schema-on-read approaches for diverse queries with extensive pre-built connectors

API-Driven Integration

Secure and documented APIs to facilitate real-time and batch data exchange, with custom adaptors for your proprietary systems

File-Based Ingestion

Automated ingestion of multiple file formats spanning the full breadths and depth of Medical Affairs content

Automated Ingestion Pipeline

Configurable data pipelines to manage information flow from source systems or from your pre-existing data lake into X-BENCH

Granular Access Controls

Data visibility managed down to the field and record level, ensuring adhering to your compliance requirements

AI CURATION

The Curation Portal

Integrating diverse data sources is merely the first hurdle. The true challenge and the source of unparalleled strategic advantage lies in meticulous curation.

Without it, unstructured text, inconsistent medical terminology, duplicate entries, and ambiguous meta-data quickly degrade the quality of any analysis, leading to flawed conclusions and missed opportunities.

X-BENCH’s curation engine & process tackles this complexity head-on, deploying a sophisticated suite of AI / Machine Learning technologies together with live medical oversight to transform disparate data into a harmonized, clean, and contextually rich foundation for all your strategic decisions.

The Role of Technology

At our core, we are a technology innovations company. We leverage the most relevant, up-to-date, and pertinent technologies to curate your data with precision and foresight.

The Role of Our Medical Team

Technology is powerful, but human intelligence is irreplaceable. Our dedicated medical team provides continuous, rigorous oversight of the curation process.

The Role of the Customer

Your lexicon isn’t just words; it’s your operational reality. You play a pivotal role in helping X-BENCH evolve into a workspace that speaks your language.

CONSOLE

The Workspace

Delivering validated insights, transforming information into intelligence is actually, generating data summaries – good, but not good enough.

Because the Workspace is built around the “jobs you need to get done”, it’s got everything you need for a low-friction journey towards achieving your strategic goals.

This is where the magic happens where jobs get done

Unearth Emerging Signals

Monitor emerging trends, anomalies, and insights

Catch Up

Catch up on key developments and insights from recent data

Answer a Question

Refine a question and guide the AI to generate precise, evidence-based answers

Track Sentiment

Understands how perceptions are evolving over time

Generate a Report

Create structured reports that synthesize insights across datasets

Create a Dossier

Develop deep expertise on a topic with a structured intelligence brief

Before You Engage

Prepare for stakeholder engagement

Study a Topic in Depth

Explore a topic in depth using structured analysis and thematic breakdowns

Triangulate a Data Point

Find related evidence across the entire dataset

Track Competitor Messaging

Track competitor messaging and positioning across platforms

Identify Potential Actions

Prioritise actions based on evidence from multiple sources

Work on Strategy

Ideate and validate your strategic hypothesis

STRATEGY

Everything Linked To Strategy

In X-BENCH, “advancing your strategy” lies at the heart of everything. Every function, every capability, every workflow is built around this objective.

Strategy Integrated

X-BENCH doesn’t operate in isolation of your strategy, it’s designed to integrate your strategy into its thinking. X-BENCH has dedicated inputs to accommodate your strategic plan, imperatives, objectives, targets, and much more. It then uses all this as a lens with which to view everything that passes through it.

Strategy Validated

Because X-BENCH knows detail about your strategy, it’s able to help you analyze data, find insights, and generate reports around your strategic components. What are the conversations supporting my strategic objectives, what are the insights potentially contradicting my strategic goals, is HCP thinking aligned with my strategic plan?

Strategy Created

X-BENCH uses the power of AI to help guide your strategy by analyzing the ‘adjacent space’ around your existing strategic plan. What should you be considering outside your current strategic goals? Which additional KIQs should you be thinking about beyond the ones you are already tracking? What new directions should you be exploring?

By integrating your strategic intent, validating your progress, and even helping you create future-proof strategies through AI-driven exploration, X-BENCH ensures every action, every insight, and every report serves a higher, strategic purpose. It’s the strategy-driven AI engine your team needs to lead in an ever-evolving healthcare landscape.

DEPLOYMENT

Flexible Deployment Options

Your strategic vision for Medical Affairs is unique, and your technology infrastructure should support that vision, not constrain it. X-BENCH needs to integrate seamlessly.

That’s why we’ve engineered complete flexibility into our deployment models, ensuring X-BENCH aligns precisely with your infrastructure, budget, and long-term strategic objectives. Choose the path that best empowers your organization to innovate with confidence and agility.

Option 1

Standalone Enterprise Solution

For organizations ready to embrace a complete paradigm shift in their AI-led capabilities, X-BENCH delivers a comprehensive, end-to-end ecosystem. This isn’t just a tool; it’s a dedicated, purpose-built workspace fully optimized for Medical Affairs professionals seeking unparalleled autonomy to get their jobs done.

Unrivalled Control: Take complete sovereignty over your data intelligence pipeline
End-to-End Excellence: Access the full spectrum of X-BENCH capabilities
Strategic Independence: Empower your team with unmatched depth and breadth
Turnkey Transformation: Rapid implementation with frictionless path to insights

Option 2

White-Label Integration

We recognize that you’ve already made significant investments in your internal AI platforms and proprietary systems. X-BENCH is designed to respect and enhance those existing ecosystems. Our White-Label Integration allows you to selectively inject X-BENCH’s specialized capabilities directly into your preferred environment.

Leverage Existing Investments: Seamlessly integrate our core strengths
Frictionless User Experience: No disruption to existing workflows
Accelerated Value: Rapidly deploy cutting-edge AI without overhead
Specialized Power: Focus on your unique differentiators

Option 3

Enhancing Existing Products & Platforms

Maximize the return on your current technology portfolio by supercharging your existing Med Affairs SaaS solutions and platforms. This deployment model allows you to elevate & expand your established products with X-BENCH’s advanced data assimilation and AI capabilities.

Future-Proof Your Solutions: Equip with latest AI-driven processing
Expand User Value: Deliver enriched, more intelligent experience
Scale with Confidence: Build upon your established foundation
Unlock New Possibilities: Transform products to insight generators

ABOUT US

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X-BENCH is developed by VML, a global leader in digital transformation and technology solutions for the life sciences industry.

We don't just innovate; we redefine industries. Our global network is built on unparalleled expertise, cutting-edge technology, and a deep understanding of today's complex markets.

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