About VeriSwarm
Trust infrastructure for AI agents — every framework, every model, every cloud.
Most enterprise agent fleets aren't monolithic. There's a LangChain agent on AWS, a CrewAI workflow in a customer's VPC, an Agentforce bot inside Salesforce, a custom Python loop the ML team built last quarter. Every major platform now ships its own in-tenant governance — and stops at its own boundary. VeriSwarm gives operators a single trust plane that works across all of them: verify identity, score behavior, and enforce trust before an action is allowed, regardless of where the agent lives.
Our Mission
VeriSwarm exists to make agent trust legible across the boundaries platform vendors draw. We help operators understand who an agent is, how it has behaved, and whether it should be allowed to perform a sensitive action right now — whether it lives on Agentforce, Bedrock, Microsoft Agent 365, LangChain, or a stack we've never heard of.
The product is opinionated by design: deterministic scoring, traceable policy rules, and evidence that can be reviewed after the fact. The goal is not more opaque automation. The goal is operational control that doesn't require you to standardize on someone else's stack.
Why teams use VeriSwarm
- Deterministic scoringWeighted signals with explainable outputs.
- Policy enforcementSimple allow, review, or deny decisions for external systems.
- Portable identitySigned credentials and capability context agents can present elsewhere.
- AuditabilityHash-linked event evidence for incident review and compliance workflows.
- Practical integrationAPI, MCP, and operational UI without heavy infrastructure requirements.
Six Pillars
Trust, safety, identity, audit, execution, and managed operations.
Gate
Trust scoring, policy tiers, moderation decisions, event ingestion, and shared reputation. The free-tier foundation every other pillar builds on.
Guard
Transparent guardrail between agents and their tools. PII tokenization strips personal data before it reaches the LLM. Tool policies, prompt injection scanning, kill switch, and full audit logging.
Passport
Verified agent identity with signed manifests, scoped delegation context, and portable credentials for platforms that need proof before granting access.
Vault
Tamper-evident event history that preserves what happened, when it happened, and which policy or score change drove the outcome.
Cortex
Execution routing, health tracking, fallback chains, and runtime controls that keep agent operations resilient once trust has been established.
Fleet
Deployable agent templates and operator workflows that package the rest of the trust stack into a managed service teams can actually run.
The Problems We Solve
Identity confidence
Self-reported identity is not enough when agents can act on behalf of users or organizations. Verified ownership and signed manifests provide a stronger trust baseline.
Behavioral risk
Tool misuse, unsafe delegation, and suspicious interaction patterns need to affect trust decisions quickly, not only after a manual review.
Regulatory compliance
Logs alone are often insufficient for investigations, controls testing, or compliance reviews. Teams need evidence that is structured, reviewable, and hard to tamper with.
Built for technical integrity
The platform is intentionally boring in the right places: stable event schemas, deterministic scoring, explainable policy tiers, and an operational dashboard that makes trust decisions visible instead of mysterious.
Enterprise
Enterprise work focuses on deployment fit, policy configuration, team workflows, and controls that match your operational model.
sales@veriswarm.aiFounded by Joshua Ferguson.