Collaboration

Pilots, consortia, and institutional partnerships for serious public-interest work

Collaboration is different from paid advisory. This page is for organizations exploring pilots, research partnerships, consortium participation, institutional collaboration, validation settings, or public-interest initiatives where shared value matters.

If you want to hire me for a paid diagnostic, advisory engagement, speaking, workshop, or strategic support, use the Work With Me page. If you want to explore a partnership, pilot, consortium, or institutional collaboration, this is the right place.

What collaboration means here

Collaboration is not a vague invitation to talk. It should have a serious purpose, a clear institutional reason, and a practical route to action.

I am open to collaboration where there is a strong fit between public-interest goals, decision infrastructure, AI governance, research intelligence, civic reasoning, founder support, media, or institutional learning.

The strongest collaborations usually involve one or more of the following:

a real-world setting where a concept can be tested

a partner with access to users, communities, institutions, or decision contexts

a funding or consortium opportunity

a public-interest problem that needs structured reasoning

a pilot that can produce evidence, learning, and reusable outputs

a shared commitment to governance, ethics, and institutional value

Good-fit collaboration routes
Pilot partnerships

Pilot partnerships

For universities, municipalities, innovation hubs, foundations, civic organizations, and ecosystem partners that can host, validate, or co-design a pilot around decision infrastructure, AI governance, research intelligence, founder support, or public reasoning.
Consortium

Consortium participation

For EU, Nordic, or international project teams looking for a partner with expertise in AI governance, policy, public reasoning, research systems, founder execution, platform strategy, and institutional decision logic.
Validation

Validation partnerships

For organizations that can provide a real-world environment to test whether a concept, framework, diagnostic, platform, or public reasoning format addresses an actual institutional or user problem.
Research

Research and knowledge partnerships

For academic or policy partners interested in connecting research, public value, platform development, governance, and institutional learning.
Events

Event and public reasoning partnerships

For organizations that want to host structured debate, public idea testing, workshops, civic conversations, or knowledge events that produce outputs beyond attendance.
Ecosystem

Ecosystem and marketplace partnerships

For business networks, diaspora organizations, incubators, accelerators, and trade support bodies interested in building structured opportunity pathways between experts, organizations, companies, and markets.
Areas where collaboration makes sense
01
AI governance and accountable decision systems
Projects focused on how AI, automation, data systems, or digital platforms shape decisions, accountability, rights, access, welfare, research, public services, or institutional trust.
02
Founder execution and innovation ecosystems
Projects that help founders, incubators, accelerators, investors, or innovation programs move from generic support to governed execution, decision diagnostics, milestone risk, and structured intervention.
03
Research intelligence and academic development
Projects that support researcher identity, publication readiness, collaboration fit, methodology development, interdisciplinary research, doctoral progression, or research-to-impact translation.
04
Public reasoning and civic infrastructure
Projects that strengthen debate quality, public participation, claim evaluation, evidence trails, audience reasoning, idea maturity, and event-to-resource conversion.
05
Diaspora expertise and opportunity systems
Projects that connect African diaspora expertise, Finnish or European institutions, business opportunities, African markets, and practical collaboration.
06
Media, storytelling, and public-interest knowledge
Projects involving podcasts, documentaries, events, editorial systems, public-interest storytelling, and issue interpretation where the goal is not only visibility, but structured public learning.

What I may contribute to a collaboration

Depending on the project, I may contribute strategic framing, governance design, concept development, pilot architecture, public reasoning formats, system logic, research synthesis, proposal writing, platform strategy, facilitation, or evaluation thinking.

Problem framing and concept development

Pilot design and validation logic

Governance and accountability structure

AI and public-interest risk interpretation

Work package and consortium role design

Research, policy, and institutional narrative

Public reasoning format design

Founder support and execution system logic

Workshop and event facilitation

Evidence, learning, and output design

Platform and product logic

Stakeholder and ecosystem mapping

What collaboration is not

To avoid confusion, collaboration is not a substitute for paid advisory. If your organization needs strategic judgment, diagnostic work, workshops, writing, briefing, or implementation support for its own internal needs, that is paid work.

Collaboration is not unpaid consulting for an internal organizational problem, exploratory calls with no clear purpose, requests to review long documents without a defined engagement, vague networking without a project, pilot, or opportunity, unpaid strategy work for a commercial product, unpaid grant writing where no role, budget, or partnership structure exists, or requests for endorsement without meaningful involvement.

What to include in a collaboration proposal

The best proposals make it easy to understand the opportunity. You do not need a finished plan, but you should be able to explain the purpose.

Who you are and what organization you represent

The problem or opportunity you want to explore

Why collaboration makes sense

Whether this is a pilot, consortium, research project, event, platform partnership, or validation opportunity

Who the intended users, participants, or beneficiaries are

What funding, timeline, or institutional deadline exists

What role you imagine for me or We Doing Good Ltd

What you can contribute

What outcome would make the collaboration successful

Whether a budget is already available or being sought

How collaboration conversations work
01
You submit a clear proposal
Use the contact form and select collaboration, pilot, consortium, or partnership. Include enough context to assess fit.
02
I review the strategic fit
I assess whether the opportunity aligns with my work, whether there is a real use case, whether roles are clear, and whether the proposed collaboration has practical value.
03
We clarify role and route
If there is potential fit, we clarify whether this is a pilot, consortium, research collaboration, institutional partnership, validation route, event format, or paid advisory engagement.
04
We define next steps
Possible next steps include a concept note, partner role outline, pilot scope, letter of intent, proposal contribution, workshop plan, or a decision not to proceed.
Have a serious collaboration idea?

Send the context, not a vague invitation

The strongest collaborations begin with a real problem, a real setting, and a clear reason why working together could produce something useful.