Exogram
FreemiumDeterministic execution governance for AI agents with cryptographic audit trails.
By Tanmay Verma, Founder · Last verified 06 Jul 2026
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Added 7d ago
77/100Safe BetIn short
Exogram — Deterministic execution governance for AI agents with cryptographic audit trails. Best for Security engineers hardening AI agent deployment pipelines, FinTech teams needing audit-proof execution logs for compliance, Developers using multi-agent frameworks (LangChain, AutoGen, CrewAI). Free to start; paid plans from $995/mo.
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Editorial Verdict
Best for
Security engineers hardening AI agent deployment pipelinesFinTech teams needing audit-proof execution logs for complianceDevelopers using multi-agent frameworks (LangChain, AutoGen, CrewAI)Healthcare SaaS providers requiring HIPAA-constrained agent actionsCompliance officers seeking SOC 2 / EU AI Act ready infrastructure
Not ideal for
Teams wanting a full AI agent framework rather than a governance layerProjects that cannot tolerate any runtime overhead (even 0.07ms)Users seeking a simple prompt-based guardrail—Exogram is infrastructureOrganizations requiring a managed cloud-only solution without open-core options
Exogram fills a critical gap by adding deterministic, cryptographically verifiable execution governance that most agent frameworks lack. Its open-core model and 0.07ms overhead make it practical for production, though it's best for teams with engineering resources to integrate a dedicated governance layer.
Last verified: July 2026
Viability Score
77/100
Safe BetHow likely is Exogram to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
momentum
55
funding runway
80
website health
90
wrapper dependency
100
Last calculated: July 2026
How we score →Key Features
- Deterministic tool-call evaluation (0.07ms per decision)
- Cryptographic audit chain (SHA-256 hash-linked)
- Agent Identity Resolution with permit/deny wildcards
- Fleet-wide observability and policy distribution
- Human-on-the-Loop alerting for suspicious actions
- Spend anomaly detection and budget limits
- Exogram Knowledge Graph for trust visualization
- Behavioral Synthesis Engine for cross-entry profiling
- P2P consensus among nodes for decentralization
- SOC 2 and EU AI Act compliance-ready audit trail
- SSO and Role-Based Access Control (Enterprise)
- SIEM integration support (Enterprise)
- Open protocol (EAAP) for extensible governance
- REST API, MCP, and CLI integration options
- Code Analyzer for code risk assessment
About Exogram
FreemiumAdvancedAPI availableAPI · CLI
Exogram is an open-core Authority Runtime that inserts a deterministic decision layer between an AI agent's reasoning and its tool execution. It evaluates every action against policies before it runs, creating an unchangeable cryptographic audit trail. Built for developers and security teams deploying LLM agents in production, it integrates via the EAAP open protocol, REST API, MCP, or SDK wrappers for LangChain, AutoGen, CrewAI, and custom scaffolds. What makes Exogram different is its separation of probabilistic reasoning from deterministic enforcement, zero LLM in the decision path, and 0.07ms per-evaluation overhead, all while remaining independent and bootstrapped without VC bloat. The latest v3.2.0 adds an interactive Knowledge Graph for semantic trust visualization and a Behavioral Synthesis Engine for cross-entry inference and profiling. Exogram's cryptographic audit chain (SHA-256 hash-linked, append-only) provides compliance documentation for SOC 2 and EU AI Act. Unlike LLM-based guardrails, Exogram's deterministic design avoids the Guardrail DoS problem documented in recent security research, where poisoned prompts can trap LLM guardrails in slowdown loops. It's best for organizations needing infrastructure-level governance, not just prompt-level safety.
Behind the Verdict
If you're running AI agents in production, especially in regulated industries like fintech or healthcare, Exogram is a strong addition to your stack. It provides a clear audit trail and policy enforcement that LLM-based guardrails can't match. The latest v3.2.0 with Knowledge Graph and Behavioral Synthesis Engine improves visibility into agent behavior. However, Exogram is a governance layer, not an agent framework—you'll still need an agent orchestrator. Its 0.07ms overhead is negligible but non-zero. We'd reach for this when security and compliance are non-negotiable, but pass if you need a simple prompt filter or are still prototyping. Compared to open-source policy engines like OPA, Exogram offers deeper agent-specific features like agent identity resolution and fleet observability. In practice, the setup requires integrating the SDK or API, which adds complexity for smaller teams. Where it bites: if your agents are fully autonomous with no human oversight, Exogram's audit trail helps, but doesn't replace proactive monitoring.
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Use Cases
- Prevent AI agents from executing unauthorized database mutations like DROP TABLE in production.
- Generate cryptographically verifiable audit trails for every tool call to satisfy SOC 2 compliance.
- Automatically block prompt injection attacks that attempt to trick agents into performing dangerous actions.
- Eliminate infinite loops in AutoGen swarms by imposing deterministic execution boundaries.
- Ensure multi-agent systems never double-spend cryptocurrency or over-commit financial transactions.
- Enforce per-agent permit/deny lists with wildcard matching to limit which tools each agent can invoke.
Limitations
- The open-core Data Plane limits P2P consensus to 3 nodes and uses SQLite, which may not scale to large enterprise fleets without the paid Team/Enterprise tiers.
- Full SIEM integration and SSO are only in the Enterprise plan, and the cloud dashboard is a paid feature.
- As an independent project, support turnaround may be slower than VC-backed alternatives, though community support is available.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Annual total
Free
Over 12 months
Effective monthly
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Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Integrations
Resources & Guides
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