Communications teams carry the paradox of modern media: more signal than any human can process, and a higher cost than ever for misreading it. ARIAA gives you a reasoning surface: who owns which narrative, how fast is it moving, which response reshapes it, and whether your reputation objective for the quarter is still reachable.
What ARIAA delivers
- Per-entity sentiment across six languages — each entity tracked across every source in the feed, tagged for language-specific sentiment with calibration against human-labelled ground truth.
- Narrative momentum — not just what's being said, but how fast each narrative is accelerating or decaying. Topic-ownership graph shows which entity is dominating which conversation.
- Response-impact simulator — draft a statement, a press release, or a social post; the engine estimates narrative impact by reference to calibrated historical analogues in your corpus.
- Adversarial detection — coordinated-inauthentic narrative amplification flagged with a propagation graph. Human judgement stays in the loop.
- Crisis war-room — WebSocket-live dashboards, hot list of entities moving against you, defense list of previously quiet entities that have started engaging, calibration panel showing our own forecast accuracy for your corpus.
Who uses it
- CCOs and comms directors — for quarter-scale narrative ownership tracking.
- Investor relations — for narrative shifts that could move the stock before they are priced in.
- Crisis comms agencies — as a service delivered to their clients under white-label consulting engagements.
- Investigative desks — for structured entity and topic extraction at a scale newsroom tooling does not hit.
Signal feed
- Real-time ingestion across a broad source network — news, social, broadcast transcripts, podcast transcription on request.
- Tenant-scoped ingestion for earned-media monitoring against a specific brand list.
- Structured entity and topic extraction stored in the tenant's data layer for retrospective analysis.
- Zero raw-content retention by default — content is hashed and purged once features are extracted.
Deployment
Most comms teams start on SaaS. Agencies delivering to regulated clients deploy dedicated cloud with the client's data pinned to the client's jurisdiction. On-prem is available where a corporate-comms team has an existing internal-only posture.
See also: Political & Electoral Intelligence for the campaign-war-room view and Enterprise Strategy for narrative inputs to corporate-development modelling.