Make your processes visible.
Make your AI use accountable.
Vedomia helps charities, NGOs, social enterprises and EU-funded organisations understand and show how their work actually happens. We map processes, responsibilities, decisions and evidence — including where AI is used, who reviews its outputs and what people may need to be told. The result is clearer delivery, stronger organisational knowledge and documentation that staff, boards, funders and stakeholders can understand.
Built in Ireland. Working with organisations across Europe.
Start here. Everything is free.
Four practical tools that help your organisation understand where it stands — on transparency, process quality, AI disclosure and social impact. No sign-up required.
Transparency Self-Audit
A practical self-assessment based on Vedomia's four-pillar transparency model: Visibility, Sequence, Justification and Auditability. Get an instant score and a detailed breakdown across all four.
Take the audit EU Programmes · ISO 9001:2015Process Map Builder
Create a structured map showing how a programme or organisational process operates — steps, responsibilities, decisions, outputs and evidence. Printable output. Contact Vedomia for a formal review.
Build your process map EU AI Act · Article 50AI Transparency Relevance Check
Answer plain-language questions to screen which Article 50 transparency situations may be relevant to your organisation and create draft wording for internal review. One simple logic: see where AI enters your process, then say it clearly.
Check your obligationsSocial Impact Report Generator
Structure and communicate your social impact clearly, credibly and in a format that funders and stakeholders can easily follow.
Notify me when readyYour AI Transparency Evidence Pack.
Answer 12 plain-English questions. Turn your answers into a structured, editable evidence pack containing your responses, potentially relevant transparency scenarios, draft wording, review prompts and practical record templates. An editable Word document, delivered by email in English or Slovak.
The free check screens which Article 50 situations may be relevant and drafts wording for review. The Evidence Pack organises it into one editable document. It supports internal preparation and review — it is not legal advice, certification, a conformity assessment or confirmation of compliance.
A clear journey from first conversation to lasting clarity.
Every engagement is different. But the direction is always the same: from complexity to understanding.
Clarity Call
Free 45-minute conversation. No pitch, no commitment. Sandra listens to where your organisation is and what feels unclear or at risk.
Understand the organisation
Deep listening and honest mapping of how you currently work — processes, responsibilities, information flows and pressure points.
Map the whole system
Every key process and responsibility documented in a shared, usable format. Nothing assumed. Everything visible.
Identify pressure points
Where complexity creates risk, confusion or wasted effort — named clearly, not diplomatically managed.
Practical recommendations
Specific, implementable changes your team can act on — not a strategy document that collects dust.
Support implementation
Working alongside you to put systems in place, test what works and adjust where needed.
Long-term organisational clarity
An organisation that understands itself — and can explain its work, decisions and impact to anyone who needs to know.
Organisations are more complex than ever.
Growing expectations around transparency, governance, accountability, compliance, reporting and quality have made the modern organisation genuinely difficult to understand — even from the inside. We call this opaque transparency: organisations publish more than ever, yet remain harder than ever to actually see.
Processes live in people's heads
When key knowledge sits with individuals rather than in shared systems, every staff change, every handover and every audit becomes a risk.
Responsibilities overlap
Without clear ownership and documented sequences, things fall between the cracks — and no one is quite sure whose job it is to catch them.
Knowledge becomes fragmented
Different parts of the organisation develop different ways of working. The result is inconsistency, duplication and effort that nobody planned.
People become overwhelmed
When complexity is invisible and undocumented, individuals carry the weight of the whole system. Burnout, errors and turnover follow.
Visibility × Sequence × Justification × Auditability — that is how trust is built. Vedomia makes all four visible.
You cannot make AI transparent if you cannot see the process it operates within.
AI enters existing organisational activities such as communications, reporting, applications, research, assessments and service delivery. To use AI responsibly, an organisation needs to understand the surrounding process: what happens, who is responsible, where decisions are made, how outputs are reviewed and what evidence remains. Vedomia connects process mapping, responsible AI use and practical evidence in one clear structure.
AI is an amplifier, not a magician
It accelerates whatever it is given. Automate an unmapped, messy process and you do not fix it — you multiply the mess across hundreds of decisions, faster than any human can catch.
You cannot disclose what you cannot see
Article 50 introduces transparency duties in specific situations — whether one applies depends on the AI system, your role, the content and its purpose. Working out where those situations arise is a process question. A Dutch court stopped the state's SyRI welfare system precisely because no one could show how it reached its decisions.
Human oversight needs somewhere to live
Clear human review is a practical governance measure — and may also be legally relevant in particular regulated contexts. Without a mapped process, "oversight" is a word in a policy, not a real step someone performs and can prove.
Ungoverned AI already has a price tag
Most nonprofits already use AI; very few have any policy for it. "Shadow AI" — tools used outside any governed process — is now linked to one in five data breaches. The risk is not hypothetical. It is the current state.
"Without contextual knowledge, and awareness of risks within the identified contexts, risk management is difficult to perform." — NIST AI Risk Management Framework
Map the process. Mark where AI enters. Make it visible. Keep the evidence. That is AI transparency you can prove — not just claim.
Three ways to work together.
From a focused first engagement to a fully integrated transparency system. All begin with a free Clarity Call.
Process Transparency Diagnostic
A focused review of one process or programme to identify unclear steps, responsibilities, decision points and evidence gaps.
- One process or programme reviewed
- Unclear steps and decision points identified
- Responsibilities and evidence gaps mapped
- A clear starting point for a Readiness Review
Transparency Readiness Review
One priority process and its AI use made visible, accountable and evidence-ready. Begins with a free 45-minute Clarity Call.
- One priority process mapped end-to-end
- Where and why AI is used documented, with an initial AI-use inventory
- An Article 50 relevance screening and draft transparency wording where appropriate
- A practical evidence register and a prioritised 30–90 day plan
Provides practical readiness and documentation support. It is not legal advice, certification, a conformity assessment or a guarantee of compliance.
Organisation-wide Transparency System
An organisation-wide transparency system for long-term clarity. Process maps, responsible AI use and evidence integrated into one structure your team can maintain.
- Live transparency intranet
- Embedded, AI-supported transparency structure
- Supports governance and audit preparation across the organisation
- Ongoing support and development
Built on the belief that meaningful work deserves to be understood.
Vedomia exists because we kept seeing the same pattern: organisations doing genuinely important work that no one outside — or often inside — could easily follow. Processes in people's heads. Reporting as stress. Impact that was real but invisible to the people who most needed to see it.
We build the systems that change this. Not through generic templates or off-the-shelf frameworks, but through careful listening, honest mapping and practical infrastructure that fits your organisation as it actually is.
Dr Sandra Ahmidat Fedakova founded Vedomia to help organisations make complex work easier to see, explain and improve. Her background combines research, quality and process engineering, communication and digital transformation. She applies this experience to practical process mapping, organisational transparency and responsible-AI documentation for social-impact and EU-funded organisations. Sandra leads every Vedomia engagement personally.
What you need to know.
Who is this for?
Social impact organisations — NGOs, charities, social enterprises, community organisations and purpose-driven teams — where reporting feels manual and stressful, where processes live in people's heads, or where AI tools are in use without a clear picture of what EU guidance requires. If you're preparing for an audit or a funder reporting cycle, that's a particularly good moment to start.
How long does an engagement take, and what does it cost?
Process Transparency Diagnostic (from €500) — a focused first look at one process or programme.
Transparency Readiness Review (€650, one-off) — one priority process and its AI use made visible, accountable and evidence-ready. Begins with a free 45-minute Clarity Call.
Organisation-wide Transparency System (scoped individually, typically from €5,000) — an ongoing engagement across the organisation.
All engagements begin with a free Clarity Call. No commitment required.
How is this different from standard management consulting?
Vedomia does not advise on strategy or change management. We build transparency infrastructure — the underlying systems that make an organisation understandable from the inside out. The result is not a report or a recommendation, but a permanent structural asset: processes that are mapped, sequenced, justified and auditable. Reporting becomes a by-product of the system, not a separate effort.
We already use AI. Why would we start with process mapping?
Because using AI responsibly — thinking through disclosure, keeping records, arranging human review — depends on being able to point to the step in your work where AI enters. That is a process question, not a technology question. An AI model is already hard to explain; placed inside an undocumented workflow, it becomes a black box inside a black box. Mapping the process is how you turn "we think we're fine" into "here is where AI enters, here is who reviews it, here is the evidence." It is also the cheapest step: the process layer is stable, while AI tools and guidance keep changing.
What exactly does Vedomia provide — and not provide?
Vedomia provides practical process mapping, transparency readiness and documentation support. We do not provide legal advice, certification or formal conformity assessments. Where a legal interpretation is required, organisations should obtain advice from a qualified legal professional.
How do I get started?
Book a free 45-minute Clarity Call. Sandra will ask about your organisation, your current reporting setup and what's feeling most unclear or fragile. From that conversation, you'll know exactly what makes sense. You can also write to contact@vedomia.com.
Ready to make your work easier to understand?
Book a free 45-minute Clarity Call. No pitch, no pressure — just an honest conversation about your organisation and where we might help.
Book a Clarity CallOr write to us: contact@vedomia.com
Every EU rule that will hit the third sector — before it hits.
A short, plain-language email whenever a new EU obligation is coming for nonprofits, charities and social enterprises: what applies, to whom, by when — and the tool to deal with it.
No spam, no sharing — only deadlines that concern you. Unsubscribe any time.
Thinking on transparency.
Let's talk about your organisation.
Whether you have a specific project in mind or just want to explore what clearer systems might look like for you — get in touch.
The fastest way to reach Sandra is by email. She typically replies within one working day.
contact@vedomia.com 083 847 5268Registered in Ireland · No. 796586 · Serving organisations across EU