Stop drinking from the cyber firehose. Get the news that actually matter.
MyFeeds-AI is your personalized, explainable cyber briefing - surfacing critical threats and trends for each role, on time and with full provenance.
“We sell time back to cyber teams by turning noise into a trusted, role-aware feed.”
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New MOVEit-like exploit targeting financials9.4/10 Impact score
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EU AI & cybersecurity guidance for boards8.1/10 Relevance
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Critical OpenSSL patch for your stack9.8/10 Urgency
Before: CISOs drowning in endless RSS feeds, blogs, and reports.
After: 1 concise, explainable feed per role - with signals, not noise.
Explainable cyber-security briefings, tuned to multiple personas, cultures and roles.
MyFeeds-AI ingests cybersecurity news, builds rich Semantic Knowledge Graphs, and uses GenAI models as transparent assistants to generate trusted, personalised and role-aware briefings with source attribution.
How it works
Under the hood, MyFeeds-AI combines semantic knowledge graphs with GenAI summarisation, wired into persona-specific interest graphs.
- Ingest. News feeds, threat intel, blogs & reports flow into a unified knowledge graph.
- Analyse. Entities, relationships and risks are mapped and scored by deterministic logic.
- Personalise. LLMs generate summaries aligned to each persona’s priorities and vocabulary.
- Explain. Every alert links back to evidence and sources = provenance
Role-aware briefings
The same event looks different to a CISO, a security engineer and a CEO. MyFeeds-AI adapts in real time:
One source of truth. Multiple views. Zero duplicated work for your team.
Real Knowledge Graphs in Action
Every news item is transformed into a rich Semantic Knowledge Graph, connecting entities, vulnerabilities, and relationships — enabling explainable, deterministic intelligence.
This is why we have zero hallucinations: Every connection is mapped, every relationship is explicit, every decision is traceable.
News text transformed to Semantic Knowledge Graph
Matching 'Persona Graph' with 'News Graph'
Strategic Architecture: 100% Open Source, Serverless Graph, Zero Lock-in.
Built for explainability, determinism, and deployment anywhere. This isn't a prototype that needs to be "productionized", it's production-ready from day one.
🔓 100% Open Source
ALL code is open source - not just core components. Full transparency for security audits and compliance.
- Complete codebase on GitHub
- Security teams can audit everything
- No vendor lock-in, ever
☁️ Serverless Graph DB
No traditional "always-on" databases. We use cloud storage (S3) as our database with serverless graph processing.
- S3 as primary data store
- Serverless graph computations
- Built-in intelligent caching
🌐 Runs Anywhere
Deploy on Lambda, K8s, or customer's own cloud - meeting the customer's security and privacy requirements.
- AWS Lambda (our SaaS)
- Kubernetes (on-prem)
- Customer cloud environments
Semantic Knowledge Graphs
Our graph-first architecture delivers explainability and determinism - rare in GenAI solutions.
- Explainable AI: Every recommendation traces back to source data
- Deterministic outputs: Same input = same output, always
- Relationship intelligence: Connections between entities ARE the intelligence
Enterprise-Grade NFRs
Built with Non-Functional Requirements as first-class citizens.
Massive information-overload market. Cyber is our beachhead.
Knowledge workers in every high-stakes domain suffer from news overload. We start with cybersecurity - where missing a signal can mean a breach.
Beachhead today, expansion tomorrow
Tens of millions of professionals globally rely on timely, curated information to do their jobs. We focus first on:
- Cybersecurity professionals - CISOs, security directors, analysts and incident teams.
- Thousands of organisations globally that need to stay ahead of threats, not chase them.
- Future verticals such as finance and healthcare where explainable AI curation is equally critical.
Live MVP & early validation
MyFeeds-AI is already live as an MVP, delivering personalised cyber digests to multiple personas using real data.
SaaS subscriptions with content-sharing upside. Profitable per user from day one.
MyFeeds-AI monetises through recurring SaaS, enterprise licenses and aligned content partnerships - designed so that every post-trial user contributes margin.
Three complementary revenue streams
- 1. Subscriptions (B2C & teams). Free tier for basic daily briefs. Premium tiers (tens of € / month) unlock advanced filters, real-time alerts and premium sources.
- 2. Enterprise licenses. Organisation-wide seats with multiple persona feeds (engineers, execs, boards) and optional on-prem for compliance-sensitive customers.
- 3. Content partnerships. Revenue-sharing with publishers when their content appears in feeds, rewarding high-quality journalism instead of competing with it.
Unit economics & ecosystem
The platform is designed so that each user’s subscription price exceeds the LLM API cost of serving their feed, delivering healthy gross margins from day one.
- Lean, serverless infrastructure keeps fixed costs low and scales linearly with demand.
- Every user after trial contributes positive margin - no “growth at negative gross margin”.
- Revenue sharing creates a virtuous cycle: the more we pay content providers, the more value we deliver to users.
Raising €300k to make explainable AI briefings the norm in cybersecurity.
Seeking growth funding for specific projects that scale without adding fixed costs. 🇵🇹 🇪🇺 Portugal-based, EU-compliant.
The ask
We are raising €300,000 for a 20% equity stake, implying a €1.5M post-money valuation. As a 'profitable by design' company (each user generates positive margin from day one), this funding sponsors specific growth projects with clear hypotheses - without adding fixed costs or dependencies.
Use of funds
Funding sponsors specific growth experiments without increasing burn rate. Each project has clear success metrics and no fixed cost commitment.
- Test enterprise features with 5-10 pilot customers.
- Experiment with paid acquisition channels to accelerate from current organic growth to €500k+ ARR.
- Expand data feeds and integrations, strengthen NFRs, build interactive graph visualizations, and scale delivery of multiple personalized briefs per user.