The information environment has outpaced human monitoring capacity.
Comprehentia is the graph-native, provenance-first infrastructure layer for narrative intelligence at scale — detecting, mapping and monitoring the discourse that shapes elections, markets, public health and geopolitical outcomes.
The first global information ecosystem crisis is already here.
Social media platforms optimised for engagement over accuracy, the collapse of economic models that sustained independent journalism, and the commercialisation of generative AI have converged to produce an environment in which falsehood spreads faster and further than truth.
Trust in institutions is in structural decline. The same information infrastructure now serves simultaneously as democratic commons and adversarial battlespace.
State and non-state actors weaponise this environment to reshape elections, financial markets, public health outcomes, corporate reputations, and the course of geopolitical conflicts — at industrial scale, algorithmically amplified, and largely undetected.
01
Volume & velocity
Billions of posts per day across fragmented platforms. Manual analysis is not a strategy.
02
Algorithmic amplification
Engagement-optimised distribution rewards outrage, fear, and identity affirmation.
03
Generative AI inflection
Persuasive narratives can now be produced, localised and iterated at near-zero marginal cost.
Graph-native. Discourse-theoretical. Provenance-first.
Comprehentia is an infrastructure layer for narrative intelligence — not a dashboard, not a sentiment tracker, not yet another monitoring tool. We turn complex societal data into auditable decision intelligence for the institutions whose mandate is the integrity of the public sphere.
Ingest
Continuous capture of posts, articles, broadcasts and platform signals across the open web, structured into a provenance-aware Post schema.
Extract
LLM-powered claim extraction with hedging, stance and entity annotation. Every claim is anchored to its source with cryptographic provenance.
Cluster
Embedding-space narrative clustering identifies semantically related claims propagating across sources, languages and platforms.
Score
Four-dimensional CNTRF risk scoring quantifies reputation, fraud, physical and information-integrity exposure for every narrative.
Decide
Analyst-facing intelligence surfaces, alerting, and audit-ready evidence packets — built for the realities of B2G and B2B decision workflows.
Four dimensions of narrative-driven risk, continuously quantified.
The Comprehentia Narrative Threat Risk Framework (CNTRF) decomposes every active narrative into four measurable risk surfaces. Scores update continuously as new claims propagate, enabling early warning and prioritised analyst attention.
Institutional Reputation
Narratives attacking the credibility of institutions, brands, or public figures.
Fraud & Decision Manipulation
Coordinated content designed to manipulate financial or operational decisions.
Physical Spillover & Safety
Narratives with potential to incite real-world harm, protest, or violence.
Information Integrity
Coordinated inauthentic behaviour shaping democratic discourse and elections.
Built for the four sectors whose mandate is the integrity of public discourse.
Governments & Defense
National security, foreign affairs, and public-safety institutions facing FIMI, hybrid threats and cognitive warfare.
Threat vectors
- ▸Election integrity attacks
- ▸Coordinated FIMI campaigns
- ▸Hostile state amplification
- › NATO StratCom
- › Foreign ministries
- › Election commissions
Media Organisations
Public broadcasters and investigative newsrooms requiring scalable narrative monitoring and verification infrastructure.
Threat vectors
- ▸Source-laundering networks
- ▸Synthetic-media injections
- ▸Audience trust erosion
- › Public broadcasters
- › Newsrooms
- › Fact-checking orgs
High-exposure Corporations
Financial institutions, energy, pharma and platforms exposed to coordinated reputation and market-manipulation campaigns.
Threat vectors
- ▸Stock manipulation rumours
- ▸Brand-reputation attacks
- ▸ESG smear campaigns
- › Banks
- › Energy majors
- › Pharma
Civil Society
International organisations and NGOs working on conflict, humanitarian crises, and democratic resilience.
Threat vectors
- ▸Aid-fraud narratives
- ▸Activist-targeting harassment
- ▸Crisis disinformation
- › UNICEF
- › Election observers
- › Human-rights orgs
Six years of frontier research. Already trusted by NATO, EU, and public-service institutions.
Comprehentia is a dual-use spin-off from the University of the Bundeswehr Munich, originating in a six-year multidisciplinary R&D project funded with €5.83M from the German MoD, DARP and NextGen EU.
Conversations with civil and military stakeholders — Police, Bundeswehr, NATO, EU CIDCC, ZDF, UNICEF — surfaced a shared, urgent need to better understand and navigate digital narratives. That insight is the foundation of Comprehentia.
For investors, partners and prospective customers.
We are raising pre-seed and engaging with early design partners across government, defense, media and civil society. Request a briefing to see the platform and discuss collaboration.
Request briefing →For analysts.
Existing design-partner analysts and team members can sign in to the operational console for live narrative monitoring, claim review and CNTRF scoring.
Open Console →