AI that tracks narrative formation and influence operations in real time — so you know what's being said about you, who's driving it, and what's coming next.
Public opinion, media narratives, and information campaigns don't materialize suddenly — they're built deliberately, over time, by actors who understand the mechanics of narrative formation. By the time the story reaches mainstream attention, the framing has already been set.
Standard media monitoring tells you what's being said about you. Frequency tells you who is saying it, how it's spreading, what coordination exists between sources, and what the narrative trajectory is — before it reaches mainstream amplification.
Coordinated inauthentic behavior, astroturfing, strategic leak campaigns, and adversarial PR operations are running against corporations, governments, and public figures at unprecedented scale. Most targets don't know they're under operation until the story breaks.
Most organizational communications strategies respond to what's happening. Frequency gives you the intelligence to anticipate what's building — before it becomes a news cycle you're forced to respond to.
Frequency deploys AI agents that monitor narrative formation across news, social media, influence networks, and information ecosystems — identifying who is shaping narratives relevant to your organization, how those narratives are spreading, where coordinated behavior exists, and what trajectory they're on. Your communications and strategy team receives actionable intelligence, not a media summary.
Every Black Ops AI mission is available with Cerberus PIP — our sovereign, air-gapped AI infrastructure that deploys entirely on your premises. Zero external connectivity. Zero data custody risk. Full capability ownership.
Learn About Cerberus PIP →Frequency has to ingest noisy external signals, protect internal context, and produce auditable analysis fast enough to shape the response window. Black Ops AI engineers around the four constraints that most teams hit after the pilot has already lost trust.
Sensitive context, regulated records, and proprietary operating knowledge stay inside your environment instead of being pushed into public AI tooling.
The mission has to plug into the systems your team already uses so adoption comes from faster decisions, not from asking operators to change how they work.
Recommendations, flags, and summaries need to be understandable enough for analysts, counsel, compliance, and leadership to act on them with confidence.
Escalation paths, access controls, auditability, and human override are built into the deployment from the beginning instead of being bolted on later.
Six core capabilities — each engineered for the specific demands of this mission environment.
Maps how specific narratives about your organization, industry, or issue are forming — identifying origin points, amplification nodes, and trajectory before mainstream reach.
Identifies the key nodes — accounts, publications, commentators, organizations — that shape opinion in your relevant information environments and their relationships to each other.
AI detection of inauthentic coordination — astroturfing, bot networks, synchronized posting patterns, and other indicators of organized influence operations.
Detects active influence operations targeting your organization — identifying the actors, the narrative strategy, the distribution network, and the likely objectives.
Pattern recognition that identifies narrative trajectories heading toward crisis — giving your team response time that reactive monitoring cannot provide.
Monitors how competitors are positioning themselves in the information environment — including their influence investments, narrative strategies, and emerging messaging.
Frequency is deployed by communications leadership, government affairs teams, political organizations, and corporate security departments at organizations where the information environment is a strategic battleground — not just a PR channel. If what people believe about your organization determines its success, you need intelligence on how those beliefs are being formed.
Frequency engagements begin with a narrative landscape assessment — a current-state analysis of the information environment relevant to your organization.