Promote Sign in Sign up

Enterprise architecture 2026 Rank: #2346

Exogram ✓

The Infrastructure Substrate for Safe, Stateful, and Autonomous AI Agents

Source rating 5.0 (2) 6.4k views 4 saves Free Trial
Agent Governance AI Infrastructure API Security
More categories (4)
Audit Trails Autonomous Agents Governed Autonomy Enterprise architecture
Visit website Sign in to save

Trial; then from $99.00/mo

Privacy Terms

Verdict

A quick read before you dig into the full page.

Best if
The Infrastructure Substrate for Safe, Stateful, and Autonomous AI Agents
Skip if
Complex setup
Pick this when
Runtime governance layer

Considering Unframe AI instead? Compare side by side

Overview

Exogram is the Governed Autonomy Runtime that bridges probabilistic AI reasoning with deterministic production execution.

While frontier LLMs excel at cognition, deploying them as true autonomous agents requires persistent state memory, context continuity, and strict execution boundaries.

Exogram acts as the infrastructure substrate between AI agents and production systems—ensuring agents retain unified context across workflows, respect operational guardrails, and execute authorized actions safely across APIs, databases, and MCP tools.

Built for developers and enterprise engineering teams who need to move AI from experimental chats into trusted, stateful production environments.
  • Ai Agent Governance
  • Runtime Governance
  • Policy Enforcement
  • Ai Security Firewall
  • Stateless Ai Firewall
  • Ai Infrastructure
Exogram website

Best for

Short scenarios where Exogram tends to shine.

  • The Infrastructure Substrate for Safe, Stateful, and Autonomous AI Agents

Example outputs 1

Sample generations and before/after results for Exogram.

Exogram screenshot
Exogram screenshot Exogram website

Access & connections

Where you can use Exogram, and what it plugs into.

Platforms

Web

Integrations

Excel MCP

API

Public API available

Browse other tools with an API

Capabilities

What this tool accepts, produces, and is strongest at.

Input

  • API
  • Code
  • Tabular
  • Text

Output

  • Code
  • Tabular
  • API
  • Text

Highlights

  • API
  • MCP
  • No Signup
  • Local
  • Agents

Supported features

  • API
  • MCP
  • Cybersecurity
  • No Signup
  • Runs Locally
  • Agents

Pros & cons

Pros

  • Runtime governance layer
  • Intercepts agent actions
  • Evaluates against policy constraints
  • State-aware rule evaluation
  • Blocks unsafe operations
  • Governs execution and infrastructure
  • Bounded execution policy enforcement
  • Append-only audit trails
Show 16 more
  • Runtime admissibility controls
  • Integration with agent frameworks
  • Control-plane architecture
  • Persistent memory functionality
  • Execution Authority Layer
  • Operational Boundaries
  • Real-time action evaluation
  • Fintech, Healthcare, SaaS, Legal applications
  • Protocol (EAAP) Integration
  • Database Governance
  • CLI including Terminal commands
  • State verification features
  • Controls execution
  • Allows or blocks requests
  • Execution boundary enforcement
  • Resolving Action Admissibility

Cons

  • Deterministic controls may restrict agent autonomy
  • Not an orchestration platform
  • Requires governance policy configuration
  • Built for enterprise workflows, not consumers
  • Limited ecosystem integrations currently
  • Early-stage infrastructure product
  • Requires technical implementation
  • Complex setup
Show 6 more
  • Limited integrations
  • No autonomous action generation
  • Difficulties with large-scale implementation
  • Requires extensive technical knowledge
  • No orchestration capabilities
  • Strict execution boundaries

Compare alternatives

Similar tools in the catalog — with a clear reason to open each one.

Workflows

Full comparison

Why look Typically cheaper

Full comparison

Why look Typically cheaper

Full comparison

Why look Typically cheaper

Full comparison

Why look Typically cheaper

Full comparison

People also view

Tools that often show up alongside Exogram in collections and comparisons.

Releases 1

Initial release May 12, 2026 Current
Initial release of Exogram.

FAQ 12

What is Exogram and what does it do?
Exogram is an Execution Authority Layer designed for enterprise AI applications with an aim to prevent system failures within a deterministic infrastructure. By providing a 4-layer control plane, it maintains persistent structural memory and supports deterministic inference which helps to prevent common issues encountered in LLM-dependent companies, such as session amnesia and hallucinatory drift. It also enforces operational boundaries and trust ledgers to increase the safety, security, and control of AI applications.
How does Exogram combat session amnesia in AI?
Exogram combats session amnesia in AI through its Persistent Structural Memory layer. This layer creates a unified ledger of state and context across all agent interactions, effectively solving session amnesia by keeping track of what's happening across different AI sessions.
What is the function of the 4-layer control plane in Exogram?
The function of the 4-layer control plane in Exogram is to establish a structural memory, apply deterministic inference, create operational boundaries, and maintain trust ledgers. These layers work together to combat typical issues found in LLM-dependent companies such as session amnesia and hallucination drift, establish hard-coded security barriers, and create cryptographically signed audit trails.
How does Exogram eliminate hallucination drift in AI?
Exogram eliminates hallucination drift in AI by grounding the LLM's probabilistic output against a factual graph. This deterministic inference layer helps to align the outputs generated by AI with a predetermined set of accurate, factual data, thus completely eliminating the possibility of hallucination drift.
What are operational boundaries and trust ledgers in Exogram?
In Exogram, operational boundaries are hard-coded security matrices that physically prevent AI agents from executing unauthorized actions. These boundaries ensure that the AI can't take actions that haven't been pre-approved. Trust ledgers, meanwhile, are cryptographically signed audit trails of every state transition and API call, ensuring true provenance as systems become autonomous.
How does Exogram ensure safety and security in AI application?
Exogram ensures safety and security in AI applications through its operational boundaries and trust ledgers. Operational boundaries physically stop unauthorized actions, providing security, while trust ledgers document all APIs calls and state transitions, thus creating a trustable and verifiable audit trail, thus enhancing safety.
Can Exogram be utilized across different enterprise AI applications?
Yes, Exogram can be utilized widely across different enterprise AI applications such as FinTech, Healthcare, SaaS, and Legal. Its ability to maintain persistent structural memory, enforce operational boundaries, and keep a record of all state transitions and API calls using trust ledgers makes it suitable for these applications.
How does Exogram maintain a unified ledger of state and context?
Exogram maintains a unified ledger of state and context through its Persistent Structural Memory. It keeps track of each interaction, providing a holistic overview of state and context across all agent interactions. This enables the platform to effectively mitigate the common issue of session amnesia in AI systems.
What kind of AI systems require Exogram for their functionality?
AI systems that are LLM-dependent or those relying on Large Language Models require Exogram for their functionality. It provides deterministic inference and maintains a unified ledger of state and context across all agent interactions, which solves session amnesia and hallucination drift, typical problems for such AIs. Furthermore, it provides execution authority ensuring only explicit actions to be performed.
How does Exogram assist in stopping AI hallucinations against the enterprise infrastructure?
Exogram assists in stopping AI hallucinations against the enterprise infrastructure by implementing deterministic inference. This functionality grounds the LLM's probabilistic output against a factual graph, which entirely eliminates the potential for hallucination drift, effectively stopping the formation of any AI hallucinations.
How does Exogram enforce operational boundaries?
Exogram enforces operational boundaries via hard-coded security matrices. These matrices physically prevent agents from executing unauthorized actions or hallucinated tools. This strategy allows Exogram to ensure that the AI only performs actions that have been explicitly approved, enhancing security.
What does the term 'Execution Authority Layer' mean in reference to Exogram?
The 'Execution Authority Layer' in reference to Exogram is a protective measure that evaluates and decides on proposed AI actions. It is the feature that provides the ultimate permission only to explicitly-approved actions to be executed, ensuring a gap between probabilistic decision and deterministic execution. It adds a layer of safety and security to AI applications.
Exogram Trial; then from $99.00/mo
Visit website