Documentation & Playbooks

Corporate R&D Knowledge Base

Comprehensive guides for corporate R&D teams on finding academic experts, structuring university research partnerships, managing IP, and measuring collaboration ROI.

AI and the Future of Corporate R&D Partnerships
Guide
Knowledge Base

AI and the Future of Corporate R&D Partnerships

Guides on AI-assisted research matching, AI in corporate R&D, and the future of academic-industry collaboration.

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Measuring ROI from Academic Research Collaboration
Guide
Knowledge Base

Measuring ROI from Academic Research Collaboration

Frameworks and benchmarks for evaluating the ROI, KPIs, timelines, costs, and competitive advantage of academic research partnerships.

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Academic-Industry Research Agreements and Partnership Structure
Guide
Knowledge Base

Academic-Industry Research Agreements and Partnership Structure

Guides for structuring academic-industry research agreements, scopes of work, IP ownership, and multi-university collaboration models.

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Finding Partnerships for Corporate R&D
Guide
Knowledge Base

Finding Partnerships for Corporate R&D

Guides for corporate R&D teams on identifying, vetting, onboarding, and managing academic experts for research and innovation projects.

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The Future of Academic-Industry R&D Collaboration
Guide
Knowledge Base

The Future of Academic-Industry R&D Collaboration

From AI-integrated research to modular engagement models — here’s what the next five years look like for corporate academic partnerships.

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Using AI to Manage Academic Research Partnerships More Effectively
Guide
Knowledge Base

Using AI to Manage Academic Research Partnerships More Effectively

AI tools are improving academic partnership management across knowledge, literature monitoring, progress tracking, and expert matching. Here’s how.

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Will AI Replace Academic Researchers in Corporate R&D?
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Knowledge Base

Will AI Replace Academic Researchers in Corporate R&D?

AI is changing what academic researchers are valued for — but not replacing them. Here’s where the line falls and what it means for R&D strategy.

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How AI Is Changing Corporate R&D in 2025 and Beyond
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Knowledge Base

How AI Is Changing Corporate R&D in 2025 and Beyond

AI is reshaping how companies discover, run, and manage research. Here’s what’s actually changing in corporate R&D — and what isn’t.

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What Does an Academic Research Partnership Cost?
Guide
Knowledge Base

What Does an Academic Research Partnership Cost?

From small consulting engagements to multi-institution sponsored research programs — here’s a realistic cost breakdown for academic R&D partnerships.

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How Long Does Academic Research Take to Show Results?
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Knowledge Base

How Long Does Academic Research Take to Show Results?

Academic research timelines differ from product development. Here’s what R&D leaders should realistically expect — and what shortens the timeline.

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How Academic Research Creates Competitive Advantage for Companies
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Knowledge Base

How Academic Research Creates Competitive Advantage for Companies

Early science access, IP development, talent pipelines, and market credibility — here’s how academic partnerships build durable competitive advantage.

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KPIs for Evaluating Academic Research Partnerships
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Knowledge Base

KPIs for Evaluating Academic Research Partnerships

What does a successful academic partnership look like? These process and outcome KPIs give R&D leaders a concrete way to measure performance.

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How to Measure the ROI of an Academic Research Partnership
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Knowledge Base

How to Measure the ROI of an Academic Research Partnership

ROI from academic partnerships accrues differently than product development spend. Here’s a three-horizon framework R&D leaders can actually use.

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How to Collaborate with Multiple Universities at Once
Guide
Knowledge Base

How to Collaborate with Multiple Universities at Once

Multi-institution R&D programs unlock broader expertise. Here’s how to structure and manage partnerships across multiple universities effectively.

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Common Pitfalls in Academic-Industry Research Partnerships
Guide
Knowledge Base

Common Pitfalls in Academic-Industry Research Partnerships

IP surprises, timeline misalignment, and communication gaps are the most common ways academic R&D partnerships fail. Here’s how to avoid each one.

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How to Define Scope of Work for Academic Research Projects
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Knowledge Base

How to Define Scope of Work for Academic Research Projects

Vague scopes are where academic R&D partnerships fail. Learn how to write a scope of work that protects your budget and drives results.

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IP Ownership in Academic-Industry Research Partnerships
Guide
Knowledge Base

IP Ownership in Academic-Industry Research Partnerships

IP ownership in academic partnerships is always negotiable — but the defaults may surprise you. Here’s what R&D leaders need to know before signing.

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Types of Academic-Industry Research Agreements Explained
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Knowledge Base

Types of Academic-Industry Research Agreements Explained

Sponsored research agreements, consulting contracts, MTAs, and more — learn which agreement type fits your academic R&D partnership.

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Academic Research Partner Onboarding: What to Expect
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Knowledge Base

Academic Research Partner Onboarding: What to Expect

From expert identification to project kickoff — here’s a realistic timeline for onboarding an academic research partner and the steps that take longest.

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What Credentials to Look for in an Academic Research Partner
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Knowledge Base

What Credentials to Look for in an Academic Research Partner

Which qualifications matter most for corporate R&D partnerships and what to evaluate beyond the CV.

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How to Find the Right Academic Research Expert for Your R&D Program
Guide
Knowledge Base

How to Find the Right Academic Research Expert for Your R&D Program

Five proven methods for finding academic research experts — from publication searches to AI-powered matching platforms.

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What Is an Academic Research Expert?
Guide
Knowledge Base

What Is an Academic Research Expert?

Learn what academic research experts do, how they differ from consultants, what they bring to corporate R&D, and when your team should engage one.

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