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Building Businesses That Matter.

Turning the world's best knowledge into entrepreneurial action.

Powered by science. Accelerated by AI. Guided by people.

Curated Business Lab is organising the world's entrepreneurial intelligence into one platform that founders, universities and investors can act on.

One platform
AI, science, experts, funding and tools in a single journey
New category
Entrepreneurial Intelligence Platform
Europe first
Universities, innovation agencies and incubators as the beachhead
Seven glowing nodes connected around a central globe, representing the entrepreneurial intelligence ecosystem

The ecosystem

Seven forces that build companies. One operating system.

Science, AI, experts, universities, entrepreneurs, capital and communities each hold part of the answer. Curated Business Lab is the layer that makes them work as one.

Science Peer-reviewed knowledge translated into decisions founders can act on.
AI Reasoning over curated knowledge instead of the open internet.
Experts Vetted mentors and specialists, matched to the actual bottleneck.
Universities Research turned into ventures with measurable societal impact.
Entrepreneurs Founders and SMEs building in a resource-constrained world.
Capital Grants, public instruments and private funding, navigated end to end.
Communities Regional ecosystems that compound learning across ventures.

This is the ecosystem in one picture.

Today these seven forces operate in isolation. Connected, they become an engine for resilient company building.

01 — The opportunity

Entrepreneurship is broken.

Founders are forced to assemble their own answers from dozens of disconnected sources. Nothing in that stack talks to anything else.

AI chatbots Mentors Consultants Scientific papers Grants and subsidies Training programmes ESG tools Business model canvases Accelerators Market reports

They do not work together.

Universities produce knowledge that never reaches companies

Thousands of research outputs are published every year with no route into the businesses that need them.

Experts work in isolation

Mentoring and consulting stay trapped in individual relationships, so nothing compounds across ventures.

Funding is fragmented

Public instruments, grants and private capital sit in separate silos, each with its own language and timing.

Generic AI gives generic answers

General-purpose models have no access to curated science, local funding rules or the context of a specific venture.

There is no operating system connecting entrepreneurship, science and intelligence.

02 — Our solution

One ecosystem. One intelligent journey.

Curated Business Lab brings the entire company-building stack into one platform, so every step informs the next.

From first idea to funded, resilient business — without leaving the platform.

  • Not just another chatbot.
  • Not just a marketplace.
  • Not just a learning platform.

A new category

Entrepreneurial Intelligence Platform

A system of record and a system of intelligence for company building: curated knowledge, expert judgement, funding pathways and impact evidence in one continuous journey.

AI intelligence

Guidance grounded in curated, source-checked knowledge.

Science

Research made usable at the moment a decision is made.

Mentors and experts

Human judgement where it changes the outcome.

Universities

Commercialisation pathways with measurable impact.

Companies

SMEs and corporates redesigning their business models.

Funding

The right instrument, at the right readiness level.

Practical tools

Working artefacts, not slideware.

Impact analytics

Evidence of progress for boards and funders.

03 — Why now

Four global shifts are happening simultaneously.

Each shift alone would be significant. Together they open a window for the next generation of entrepreneurship platforms.

01

AI is transforming knowledge work

Analysis, research and advisory work that used to be scarce and expensive can now be delivered continuously — if the underlying knowledge is curated.

02

Governments are investing billions into innovation and resilience

Public programmes across Europe are funding competitiveness, resilience and green transition, and need delivery infrastructure that shows results.

03

Universities are under pressure to create measurable societal impact

Funding and rankings increasingly depend on demonstrable knowledge transfer, not publication counts alone.

04

Businesses must redesign themselves for a resource-constrained world

Energy, materials, talent and regulation are all tightening at once, forcing companies to rebuild their models rather than optimise them.

These four trends create the window for an entrepreneurial intelligence layer — and the window is open now.

04 — Market

A beachhead with budgets, then a continent.

We start where the need is institutional, the budgets already exist and the impact is measurable.

Beachhead in the Baltics, expansion along existing European innovation networks.
Beachhead in the Baltics, expansion along existing European innovation networks.

Primary beachhead

Year 1

Institutions that are funded to create entrepreneurial outcomes and are measured on them.

Universities Innovation agencies Incubators and accelerators SMEs

European expansion

Years 2–3

Regional ecosystems across the EU, following existing innovation funding programmes and university networks.

Regional development agencies University alliances Corporate innovation units

Global ecosystem

Years 4+

A shared intelligence layer for entrepreneurship, licensed into ecosystems worldwide.

International development programmes Global corporate partners

TAM

Total addressable market

Global spend on entrepreneurship support, innovation services, business advisory and knowledge transfer.

to be confirmed

SAM

Serviceable addressable market

European universities, innovation agencies, incubators and SMEs reachable with the current product and languages.

to be confirmed

SOM

Serviceable obtainable market

Institutions reachable in the first three years through direct sales and partnership channels.

to be confirmed

Market figures are being finalised with a bottom-up model based on institution counts and published programme budgets. They will replace these placeholders before the raise.

05 — Platform

Six engines, not twenty features.

Each engine is useful on its own and compounds in value when combined with the others.

01

AI Intelligence

The reasoning layer

Context-aware guidance grounded in curated sources, with every recommendation traceable back to its evidence.

  • Venture-aware assistants
  • Source-cited answers
  • Decision-ready summaries
02

Business Lab

The workspace

The structured journey from idea to investable business, with artefacts that stay live instead of dying in slide decks.

  • Guided venture journey
  • Business model workspace
  • Readiness assessments
03

Science Hub

The knowledge base

Research and applied knowledge curated for entrepreneurial use, connected to the universities that produce it.

  • Curated research library
  • Technology transfer pathways
  • Method and framework library
04

Expert Marketplace

The human layer

Vetted mentors, scientists and specialists matched to the bottleneck a venture is facing right now.

  • Verified expert profiles
  • Need-based matching
  • Managed engagements
05

Funding Navigator

The capital layer

Grants, public instruments and private capital mapped to the readiness level and profile of each venture.

  • Instrument matching
  • Application readiness
  • Deadline and pipeline tracking
06

Impact Analytics

The evidence layer

Economic, environmental and societal outcomes measured across a portfolio, in the format funders and boards require.

  • Portfolio dashboards
  • Programme reporting
  • Impact evidence trails

06 — Business model

Recurring revenue, several independent engines.

Institutional subscriptions provide the recurring base; marketplace and funding revenue scale with usage.

  • Subscription SaaS

    Recurring

    Seat and workspace based subscriptions for founders, teams and programme managers.

  • Enterprise licences

    Recurring

    Multi-team deployments for corporates and public bodies, with their own content and governance.

  • University partnerships

    Recurring

    Annual agreements covering programme delivery, knowledge transfer and impact reporting.

  • Expert marketplace commission

    Transactional

    A share of every mentoring, advisory or specialist engagement booked through the platform.

  • Funding success fees

    Success based

    Performance-based fees when ventures secure funding through the Funding Navigator.

  • Premium AI services

    Recurring

    Advanced reasoning, private knowledge bases and deeper analytical workloads.

Revenue does not depend on a single motion: institutional contracts, marketplace transactions and success fees each scale on their own curve.

07 — Competitive advantage

Why Curated Business Lab?

Every existing player solves one slice of the problem. The value is in the connection between them.

The moat compounds: curated knowledge improves the AI, the AI attracts ventures, ventures attract experts and funders, and the resulting outcome data makes the curation better again. Institutional relationships with universities and agencies make that loop difficult to replicate.

  • AI alone cannot build resilient businesses.

    Without curated knowledge and human judgement, generic models produce confident but shallow advice.

  • Universities alone cannot commercialise knowledge.

    Research capacity is not the same as venture-building capacity.

  • Consultants do not scale.

    Expertise stays locked in individual engagements and disappears when the project ends.

  • Marketplaces do not curate intelligence.

    They match supply and demand without improving the quality of the decision.

  • Existing tools solve isolated problems.

    Each tool optimises one step while the founder carries the integration cost.

Curated Business Lab connects all of them.

08 — Our ambition

Our Ambition

To become the trusted global infrastructure connecting science, entrepreneurship and AI, enabling millions of organisations to build businesses that generate long-term economic, environmental and societal value.

Horizon 1

Prove the loop

Pilot institutions running full venture journeys on the platform, with measurable outcomes.

Horizon 2

Own the category in Europe

The default entrepreneurial intelligence layer for universities and innovation agencies.

Horizon 3

Global infrastructure

A licensed intelligence layer embedded in ecosystems worldwide.

09 — Team

Builders, scientists and operators.

A small core team with deep ecosystem access, supported by an advisory board that is taking shape now.

F

Founder

Strategy, ecosystem relationships and the entrepreneurial method behind the platform.

AL

AI Lead

Reasoning architecture, curated knowledge pipelines and evaluation.

U/

UX / Product

The venture journey, the workspace and the quality of every interaction.

Scientific Advisory Board

Forming

Researchers safeguarding the scientific integrity of the knowledge layer.

Strategic Partners

In discussion

Universities, innovation agencies and incubators shaping the roadmap as first users.

AI and Research Partners

Open

Technical partners for model evaluation, data quality and applied research.

10 — What we are looking for

We are seeking

Concrete partners for a concrete next stage.

Strategic investors

Capital and networks to build the category, not only the product.

University partners

Institutions ready to run real venture journeys with us.

Pilot organisations

Innovation agencies, incubators and SMEs willing to work in the open with us.

AI and research partners

Teams that care about grounded reasoning and measurable quality.

Early adopters

Founders and programme managers who will shape the product by using it.

Get in touch

Let us build businesses that matter.

Tell us who you are and what you would like to explore. We read every message ourselves.

invest@cbl.hiie.ee

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