Mapping the Landscape: Using AI Co-Pilots to Prioritize Emerging Markets

Mapping the Landscape: Using AI Co-Pilots to Prioritize Emerging Markets

As of 2025, Highline Beta argues that corporate venture teams must prioritize market landscaping before ideation, using their AI co-pilot PAIGE to map Strategic Opportunity Areas in minutes rather than weeks.

Key Takeaways

Most corporate innovation teams skip market landscaping and jump straight to brainstorming, which leads to expensive guessing rather than strategic venture building. Highline Beta's approach focuses on identifying the intersection of clear external pain and internal corporate advantage through systematic mapping of Strategic Opportunity Areas (SOAs). Their AI innovation co-pilot PAIGE transforms this traditionally time-intensive process from days or weeks into minutes, providing personalized guidance, instant market insights, and primary research assets like interview guides.

What is market landscaping and why do corporate venture teams need it?

Market landscaping defines the territory for exploration before building new ventures, helping teams identify where real problems exist, which markets are ripe for disruption, and where their corporate partner has strategic advantages like data access or credibility. Without this mapping process, teams end up guessing rather than making informed decisions, which becomes expensive in corporate innovation. Highline Beta uses this approach to prioritize Strategic Opportunity Areas and narrow focus to where partners have a right to win.

How does PAIGE help corporate innovators map markets faster?

PAIGE serves as a personalized research assistant that scans the web for market, user, and competitor insights while teaching Highline Beta's venture building methods. The process involves three steps: choosing a problem space to explore, discovering whitespace opportunities for innovation, and creating primary research assets like interview recruitment screeners and guides. This transforms market mapping from a weeks-long process into a minutes-long sprint that prepares teams for immediate next steps.

What specific outputs does the market landscaping process deliver?

The process produces a shortlist of 3-5 high-potential opportunity areas with clear perspectives on market maturity, competition, and strategic blockers. Each Strategic Opportunity Area receives a scorecard assessing market size and growth trajectory, problem severity and urgency, strategic fit, competitive intensity, and access to users or proprietary assets. Teams also gain filters for what not to pursue, creating a shared view of where the corporate partner has strategic advantage.

How does scorecard assessment prevent teams from chasing trends without traction?

The scorecard system forces structured conversations about each opportunity area rather than relying on gut feelings or following the latest shiny trends. By systematically evaluating factors like market size, problem urgency, strategic alignment, and competitive intensity, teams can identify opportunities with both real traction and unfair advantages. This approach helps avoid ideas that sound good in meetings but collapse when tested in the real world.

When you’re building new ventures inside a big company, the first decision isn’t what to build, it’s where to look.

That’s what market landscaping is all about: defining the territory for exploration. But most teams skip it, or treat it like a box to check. They go straight to brainstorming ideas.

That’s a mistake.

If you don’t map the landscape, you’re just guessing. In corporate innovation, guessing is expensive.

We start every venture process with landscape work. It’s how we prioritize Strategic Opportunity Areas (SOAs), narrow our focus, and identify where our partners may have a right to win.

Here’s how we do it.

What We’re Looking For

We’re not just scanning for cool trends. We’re asking:

  • Where are there real problems and friction?
  • Which markets are ripe for disruption or reinvention?
  • Where does our corporate partner have an edge—data, access, credibility, deep insight, etc.?

The intersection of clear external pain and internal advantage is where the most promising ventures are hiding.

AI Innovation Co-Pilot To Instantly Map Markets

AI is transforming every industry and that includes venture building. Traditionally mapping out a strategic opportunity area could take days or even weeks but we knew there was a better way. That’s why HLB created Practical AI for Innovation, Growth & Execution (PAIGE) which helps you map a market in minutes.

What can corporate innovators do with PAIGE?

  1. Personalized Guidance: PAIGE is your trusted partner in the venture building process, learning about your innovation goals and interests to provide personalized guidance and support.
  2. Learn HLB’s Methods: PAIGE demystifies venture building by educating you on each step, explaining the why behind HLB’s methods and sharing useful resources, tips and questions.
  3. Instant Insights: PAIGE is your personal research assistant. She scans the web for useful insights into markets, users & competitors. Want to save your research? She shares research reports too!

How Does PAIGE create market maps?

1. Choose a Problem: Tell PAIGE what problem space you want to explore together

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2. Discover Opportunities: PAIGE will help you determine if there is whitespace for innovation

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3. Get Set Up For Success: PAIGE creates primary research assets for you, like interview recruitment screeners and guides, preparing you for next steps after successfully mapping a market.

The Output: Prioritized Opportunity Areas

At the end of this sprint, we have:

  • A shortlist of 3–5 high-potential opportunity areas
  • A clear POV on market maturity, competition, and blockers
  • A shared view of where the partner has strategic advantage
  • Filters for what not to pursue—which is just as important

It’s not perfect, but it’s fast, directional, and rooted in both outside-in scanning and inside-out strength.

Scorecards > Gut Feel

Every SOA we identify gets a simple scorecard. We assess:

  • Market size & growth trajectory
  • Severity and urgency of the problem
  • Strategic fit and alignment
  • Competitive intensity
  • Access to users, channels, or proprietary assets

This doesn’t turn discovery into a spreadsheet. But it forces the conversation and helps teams avoid chasing the latest shiny trend with no traction or unfair advantage.

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If You’re Not Mapping, You’re Flying Blind

Skipping this step, or doing it informally, is how teams end up with ideas that sound good in a room but collapse in the real world.

Market landscaping isn’t about analysis paralysis. It’s about picking your battles wisely, then going deep with confidence.

Don’t chase trends. Chart your territory. Then start digging.

Get access to PAIGE here.

To learn more about how Highline Beta can help your organization, please reach out to hello@highlinebeta.com.

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