Market boundaries
are breaking down.
Products, workflows, and budgets overlap. Traditional categories can obscure competitive threats, growth paths, and the investment opportunities between them.
AI-NATIVE SERVICES FOR PRIVATE MARKETS
We map how markets actually work. Then we build on that foundation with evidence from every engagement, so your understanding grows across the investment lifecycle.
Purpose-built technology. Independent judgment. A dedicated team.
From investment theme → live opportunity → portfolio strategy
THE PROBLEMS WE ADDRESS
Products, workflows, and budgets overlap. Traditional categories can obscure competitive threats, growth paths, and the investment opportunities between them.
Definitions, assumptions, and evidence rarely carry forward consistently. Each new engagement repeats work instead of building on what your team already knows.
A CONNECTED VIEW OF THE MARKET
Our market ontology is a structured model of how a market works: what customers need to do, how work connects, and where software holds a meaningful position.
It makes relationships and assumptions explicit, so research can focus on the questions that matter.
See how evidence connectsWhat customers need to do.
How work, data, and decisions connect.
Where vendors participate, compete, and overlap.
Where ownership of essential records, rules, or execution can shape competitive advantage.
See dependencies. Find contested areas.
Focus the next research question.
FROM EVIDENCE TO UNDERSTANDING
Connect fragmented evidence to a common market model. Understand what a new finding changes, where confidence grows, and what still needs to be tested.
Does a vendor own a critical customer workflow, or provide a feature a broader platform can absorb?
The model frames the question. Product evidence, customer calls, and company materials help test it.
ONE FOUNDATION. THE FULL INVESTMENT LIFECYCLE.
A client-specific market foundation carries context forward. Each new engagement adds evidence, sharpens the analysis, and informs the next decision.
Identify investment pockets, map the vendor universe, size opportunities, and prioritize targets.
SOURCING & SELECTIONAssess a company’s position, test growth assumptions, and connect customer and data-room evidence.
OPPORTUNITY DILIGENCEEvaluate product expansion, M&A priorities, competitive exposure, and strategic buyer fit.
PORTFOLIO STRATEGYMonthly surveillance interprets new products, emerging competitors, AI developments, capital raises, and M&A through your market foundation.
AI-NATIVE SERVICES, DELIVERED BY PEOPLE
Purpose-built technology supports the work. Your investment questions guide it.
Work directly with a team that connects technical market structure to commercial implications.
Executive-ready slides, detailed Excel analysis, and a discussion of what matters, what is uncertain, and what to do next.
A defensible view of the opportunity includes the evidence that challenges the thesis.
HOW WE ENGAGE
An investment theme, a live opportunity, or a portfolio asset can each become the starting point for a deeper market understanding.
Build a structured view of the market, identify attractive investment pockets, and focus sourcing on the vendors and questions that matter.
A scoped initial engagement establishes the market model and addresses the investment question that brought you to us.
An optional market surveillance subscription maintains the view through monthly updates on meaningful market developments.
Scope additional research around specific opportunities: customer calls, data-room review, market sizing, or product and M&A strategy.
We discuss the market boundaries, evidence required, deliverables, timing, and fees with you. Foundation work, ongoing surveillance, and follow-on research are scoped explicitly.
Discuss scope and pricingLET’S FIND A PLACE TO START
Tell us about a theme, company, or portfolio question. We can discuss the right starting scope and share a relevant example of our work.
davidneitzel@tesseractresearch.netDavid Neitzel · Founder, Tesseract Research