
AI-Powered Partnering and Licensing Intelligence
for Life Sciences BD and R&D Leaders
How SAGEIQ Works
SAGEIQ combines artificial intelligence, deep analytics, and decades of life sciences transaction experience to identify and prioritize the most relevant partnering opportunities worldwide.
Powered by the SAGENT™ intelligence engine comprised of multiple AI agents, the platform systematically analyzes large volumes of scientific, corporate, and strategic data to uncover opportunities that traditional business development searches often misseshe process follows five key stages.

1. The Start - Strategic Definition
Every SAGEIQ engagement begins with a detailed definition of the client’s strategic objectives.
This includes a structured analysis of:
• therapeutic area focus
• asset or technology characteristics
• development stage
• commercial positioning
• geographic rights availability
• potential partnering structures
These parameters establish the precise search criteria that guide the SAGEIQ analytical process.
2. Global Data Intelligence
The SAGENT™ engine conducts a deep analytical search across multiple layers of global life sciences intelligence. These may include:
• scientific and clinical development databases
• biotechnology and pharmaceutical pipelines
• licensing and transaction histories
• patent and intellectual property landscapes
• corporate strategy signals
• competitive positioning
By integrating structured and unstructured data sources, SAGEIQ generates a comprehensive map of the relevant global opportunity landscape.
3. AI-Driven Target Identification
Using advanced analytics and pattern recognition, SAGEIQ identifies companies, technologies, and assets that align most closely with the defined strategic criteria.
The platform evaluates potential partners against a range of factors, including:
• therapeutic and scientific alignment
• portfolio fit and pipeline gaps
• development capabilities
• historical partnering behavior
• geographic presence and commercial reach
This stage generates a broad universe of potential partners or opportunities.
4. Strategic Qualification
The initial opportunity universe is then refined through Sage’s Partnering Precision™ methodology.
At this stage, Sage’s advisory team conducts deeper strategic qualification, assessing:
• strategic relevance
• transaction feasibility
• competitive positioning
• likelihood of engagement
This process transforms the broad opportunity universe into a highly qualified and prioritized partner list.
5. Partner Engagement and Execution
Once priority targets have been identified, Sage supports the engagement and execution process through its global business development network.
This may include:
• preparation of strategic outreach materials
• targeted partner engagement
• management of partnering discussions
• transaction structuring support
Through this process, SAGEIQ enables clients to move rapidly from opportunity discovery to active partnering discussions.
The Result
By combining AI-powered discovery with expert human judgment, SAGEIQ delivers:
• faster identification of relevant partners
• deeper strategic intelligence
• more efficient business development processes
• increased probability of successful transactions
semi-quantitative ranking of execution likelihood
SAGEIQ represents a new model for data-driven partnering and licensing in the life sciences industry.