Clarity Before Conflict
Boggs analyzes political rhetoric, conflict signals, and crisis indicators to model where tensions are heading—and how to steer them away from escalation. Boggs AI helps decision-makers across government, civil society, and the private sector make sense of political rhetoric at scale.
The world is getting harder to read.
Political instability is often preceded by shifts in rhetoric. Yet tracking these signals across actors, regions, and platforms remains labor-intensive and fragmented.
Analysts synthesize vast amounts of qualitative information under pressure using tools not designed for efficiency. The challenge is no longer access to data—it's turning complexity into clear, actionable insight.
Rhetoric is weaponized
Political speech is increasingly designed to inflame, obscure, or manipulate—making it harder to distinguish genuine threat signals from noise.
Crises compound
Climate stress, economic shocks, and political instability don't happen in isolation. They interact in ways that accelerate conflict timelines unpredictably.
Analysis can't keep pace
Traditional analysis relies on scarce human expertise. Analysts are overwhelmed. By the time reports are written, the situation has often already shifted.
A new information environment demands a new analytical approach.
Conflicts today unfold across fragmented information environments—social media, state messaging, encrypted channels, and legacy news.
Signals of risk are dispersed and overwhelming. As expectations for earlier and more rigorous analysis increase, organizations struggle to close the gap between growing information volume and analytical clarity around online and offline rhetoric.
Recent advances in AI—particularly in language understanding and reasoning—have changed what's possible. We can now analyze rhetoric as it emerges, identify patterns across thousands of sources, and model how situations might unfold before they reach crisis.
Boggs is built on this capability. Not to replace human judgment, but to give analysts and decision-makers the foresight they need to act earlier.
Built on frontier language models
Continuous monitoring and analysis
Decision-tree forecasts
Transparent, human-centered
From signals to foresight.
Boggs transforms fragmented information into structured intelligence that supports better decisions.
Monitors conflict signals
Continuously tracks political rhetoric, media narratives, disinformation campaigns, and structural indicators across regions and languages. Identifies shifts in tone, framing, and threat perception.
Models actors and dynamics
Maps the key players—their stated goals, constraints, alliances, and historical patterns. Understands not just what actors say, but what they're likely trying to achieve and how they might respond to pressure.
Generates trajectory forecasts
Produces decision-tree style scenarios showing how situations might escalate or de-escalate based on different actions and events. Highlights intervention points where outcomes might be redirected.
Supports human judgment
Designed to inform, not automate. Every analysis includes reasoning traces, source links, and confidence levels. The goal is to make experts more effective—not to replace them.
Ethical AI Built For Peace
Boggs AI is designed for organizations working in politically complex environments, including:
- Government and public-sector teams
- Conflict prevention and peacebuilding organizations
- Think tanks and research institutions
- NGOs and international organizations
- Private-sector leaders operating in high-risk regions
- Mediators and International Negotiators
If your work depends on understanding political dynamics in an effort to de-escalate, Boggs AI is built to support your team—not to replace human judgment.
The stakes have never been higher.
We live in a moment of compounding risks: great-power competition, democratic backsliding, climate-driven displacement, and information environments designed to polarize. Conflicts that once simmered for years now escalate in weeks. The window for prevention is shrinking.
AI is already being used to spread disinformation and automate warfare. Boggs represents a different path—using this technology to support the people working to prevent violence, not perpetuate it.
Ready to see what's possible?
We're working with a select group of organizations on early access. If you're a mediator, analyst, or organization focused on conflict prevention, we'd like to hear from you.
Questions? Reach out at info@boggs.ai