Built on Rialo Blockchain

Trustless guard-rails for the
autonomous agent economy

By 2030, AI agents are expected to execute most enterprise workflows, creating a $50B+ market and influencing trillions in spend. Already today, agents perform complex tasks using financial assets, APIs, and sensitive data. This shift unlocks major opportunitiesβ€”but also introduces a new risk surface and migration challenges. Agents are non-deterministic and vulnerable to attacks like prompt injection and adversarial manipulation, which evade traditional security. Rialo addresses these new challenges with a principled agent harness and integration framework powered by confidential on-chain execution.

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The Opportunity
A New Paradigm of Execution and Value Creation
AI agents unlock a new paradigm of autonomous execution, where software continuously performs complex workflows at scale without human intervention. Agents can transact, coordinate, and negotiate with other agents, giving rise to machine-to-machine economies and entirely new market structures. Capabilities such as payments, data access, and compliance become composable, monetizable services exposed through open marketplaces. As agents observe and adapt, systems evolve from static processes to continuously optimizing networksβ€”creating unprecedented gains in efficiency, scalability, and economic activity.
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Autonomous Execution at Scale

Agents enable continuous, 24/7 execution of complex workflows without human intervention. Entire operational processesβ€”from finance to DevOpsβ€”can run autonomously, reducing costs by 30-70% and increasing speed.

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Machine to Machine Economy

AI agents can act as autonomous economic actors, discovering services, negotiating terms, and transacting directly with other agents in real time. This creates a machine-to-machine economy where value flows programmatically, enabling scalable, trustless, and continuously optimizing systems. There will be billions of autonomous transactions per day between services and agents.

🧩

Composable, Self-Optimizing Service Ecosystems

Capabilities such as payments, data access, and compliance become modular, monetizable building blocks that agents can dynamically combine. As agents continuously observe and adapt, these systems evolve into self-optimizing networks that improve performance, pricing, and resource allocation in real time. This will unlock 10×–100Γ— faster application development and deployment cycles.

The Migration and Integration Challenge
Integrating agents into infrastructure built for a different paradigm
Transitioning to agent-enabled systems introduces fundamental challenges: loss of determinism, new security vulnerabilities, difficulty in controlling and auditing behavior, and the need to safely manage access to real-world resources. Traditional enterprise architectures are not designed for autonomous actors, requiring new infrastructure for governance, observability, and risk containment before agents can be deployed at scale. As agents scale to billions of interactions per day, even a tiny failure rate translates into millions of critical incidents, making robust control infrastructure essential.
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Legacy System Constraints

Traditional systems assume human-triggered actions and static workflows, making them incompatible with autonomous, continuously operating agents.

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Fragile Integration

Integrations are fragile because agents interact unpredictably with systems designed for structured, controlled usage, causing small errors to cascade into system failures.

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Migration Complexity

Transitioning to agent-enabled systems requires rethinking architecture, access control, and workflowsβ€”often without disrupting existing operations.

The Security Challenge
Autonomous agents are a new category of risk
AI agents get confidential information, cryptographic secrets, and API keys to access services, digital assets, and sensitive data. They operate with inherent unpredictability and without defined constraints. The cost of cybercrime is projected to exceed $10 trillion annually, with autonomous systems introducing entirely new attack surfaces.
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Leaking Secrets

Giving agents sensitive information, API keys and cryptographic secrets makes them a honeypot for attacks. Secret data can be leaked by mistake or extracted by new attack vectors.

⚠

Unpredictable Behavior

Agents can misinterpret instructions, hallucinate, be manipulated by adversarial inputs, or make errors that propagate across other agents and interconnected systems before humans can intervene.

🧠

Context Manipulation

Agents rely on prompts, memory, and external inputs, making them vulnerable to subtle manipulation that alters behavior without triggering traditional security checks.

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Aggregated Access Risk

Agents often aggregate access across multiple systems and credentials, turning them into high-value targets where a single compromise can unlock broad capabilities.

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Cascading Failures

Agents interact with other agents and services, allowing small errors or malicious actions to propagate rapidly across interconnected systems.

🎯

Goal Misalignment

Agents optimize for given objectives, which can lead to unintended or harmful actions if goals are misinterpreted or insufficiently constrained.

The Solution
Gateways: secure access, simplify integration, enable migration
For each resource and interaction type, a gateway guards access, mediates integration with external systems, analyzes interactions, and enforces restrictions. Gateways abstract underlying APIs and legacy services into controlled, standardized interfaces, allowing agents to interact safely with infrastructure that was never designed for autonomous use. Running as conventional code or LLM-based logic inside Rialo’s confidential computing engine (REX), gateways protect credentials and transmitted data while enabling secure, policy-driven adoption of agent-enabled systems. Gateways enable safe adoption of agents while reducing integration complexity by up to 80% and preventing costly security failures.
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Credential Protection

Secure access without exposing secrets.

  • βœ“ Encrypted API keys and credentials
  • βœ“ Agents never hold sensitive data
  • βœ“ Proxy-based resource access
  • βœ“ Eliminates leakage and extraction risks
βš™οΈ

Policy Enforcement

Define and enforce what agents are allowed to do.

  • βœ“ Fine-grained access control
  • βœ“ Rate limits and quotas
  • βœ“ Transaction and usage constraints
  • βœ“ Natural language policy definitions
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Capability Management

Enable agents to safely perform real-world actions at scale, handling thousands of transactions and workflows autonomously.

  • βœ“ Issue narrow scoped capabilities
  • βœ“ Access services through gateways
  • βœ“ Execute transactions and API calls
  • βœ“ Coordinate multi-step workflows
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Interaction Control

Analyze and constrain every interaction.

  • βœ“ Data leakage prevention
  • βœ“ Prompt injection defense
  • βœ“ Privilege escalation blocking
  • βœ“ AI-powered content evaluation
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Composable Integration

Connect agents to existing systems through modular, reusable interfaces. Reduce integration time from weeks to minutes or hours.

  • βœ“ Works with existing APIs and legacy services
  • βœ“ Standardized interface across systems
  • βœ“ Plug-and-play gateway components
  • βœ“ Compose workflows across services
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Observability

Full visibility into agent behavior and system interactions. Agents become accountable.

  • βœ“ End-to-end tracing
  • βœ“ Confidential yet transparent logs
  • βœ“ Real-time monitoring
  • βœ“ Accountable policy decisions
Onchain is key
Rialo: trustless enforcement, verifiable execution, and open coordination.
AI agent control requires guaranteed enforcement, verifiable execution, and coordination across untrusted parties. Gateways provided by third parties mediate massive value transfers and therefore need to be transparent and tamperproof. Off-chain systems rely on centralized operators, reintroducing the very risks they aim to mitigate: hidden policy changes, opaque execution, and lack of accountability. Rialo moves the agent control layer on-chain, where policies, execution, and outcomes are enforced and recorded by smart contracts within confidential execution (REX). This ensures that no single party can override rules, tamper with decisions, or obscure behaviorβ€”while still preserving privacy. Shared permissionless infrastructure is more economical and more secure.
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Trustless Enforcement

Policies are enforced by code, not operators.

  • βœ“ No central authority can override rules
  • βœ“ Smart contracts guarantee enforcement
  • βœ“ Eliminates reliance on intermediaries
  • βœ“ Policies are transparent and verifiable
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Verifiable Execution

Every action is provably correct and auditable.

  • βœ“ Cryptographic guarantees of execution
  • βœ“ Proof that policies were applied
  • βœ“ No hidden logic or black-box decisions
  • βœ“ Tamper-proof record of outcomes
⭐

Gateway Reputation

Gateways earn trust through verifiable on-chain performance.

  • βœ“ Reputation based on real usage
  • βœ“ Performance and reliability are tracked
  • βœ“ Users can evaluate gateways by proven metrics
  • βœ“ Incentives reward secure, high-quality behavior
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Native Financial Rails

Payments, incentives, and settlement are built in.

  • βœ“ Agents transact natively on-chain
  • βœ“ No external billing or reconciliation
  • βœ“ Enables machine-to-machine economies
  • βœ“ Supports escrow, SLAs, and insurance
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Multi-Party Coordination

Agents and services interact without shared trust.

  • βœ“ Single execution layer across parties
  • βœ“ No need for bilateral integrations
  • βœ“ Enables open agent ecosystems
  • βœ“ Trustless coordination at scale
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Permissionless Innovation

Anyone can build, deploy, and monetize gateways.

  • βœ“ Open participation for developers
  • βœ“ No centralized approval required
  • βœ“ Rapid ecosystem growth and experimentation
  • βœ“ Market-driven quality and specialization
Onchain gateways harness agent interaction.
Every action and interaction is analyzed, verified, and vetted on-chain, policy-checked in the gateway, and fully auditable. Results are recorded whether the action was performed or denied.
01
Agent calls a skill
An agent (via IronClaw, OpenClaw, or any framework) invokes a skill, which submits a transaction to the Rialo blockchain.
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02
REX policy check
REX receives the request inside confidential execution and runs it through the policy engine and AI judging, enforcing rate limits, content rules, sender verification, and compliance, and preventing mistaken action and leakage of sensitive data.
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03
Action executed
If approved, REX performs the action using the protected credentials (transfer tokens, post message, send a message to another agent, send email, etc.).
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04
Result on-chain
The outcome β€” success or rejection with reason β€” is recorded on-chain for a complete audit trail. Sensitive parts are encrypted and can be accessed only by designated parties, e.g., agent owner.
// OpenClaw extension β€” one line to send an email through Rialo
"Hey OpenClaw, send an email to user@example.com and say 'Hello from OpenClaw through Rialo!'"

// Under the hood:
// 1. Transaction submitted to Rialo chain and routed to the gateway
// 2. REX checks policies inside confidential execution
// 3. Email delivered via protected API key β€” result stored on-chain
This only works with Rialo + REX.
Running inside Rialo's confidential execution environment REX, gateways can harness agents in a secure, trustless and confidential manner. Gateways are smart contracts that have identities and are blockchain governed. Gateways can be shared, evaluated and improved by their users, drawing on tokenomics, DAOs, and other web3 mechanisms.
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Confidential Harnessing

REX routes encrypted agent messages to gateways running inside Rialo's confidential execution contexts. All data is processed confidentially and remains private even from the operators running the node. Access credentials and API keys are encrypted and only used inside REX to authenticate to the recipient once a message is authorized.

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Web-Connected Execution

Rialo brings native web calls, timers, and event-driven execution into the chain. Agents can instruct gateways to wait on conditions, fetch from external systems, other agents, and complete real-world actions without stitching together bots and middleware.

βš™

Open Service Supply

Because payments, automation, web access, arbitrary computation, and confidential compute live in one stack, third parties can ship new gateways as products. Publish a service, meter usage, get paid in RLO, and build reputation from verifiable outcomes.

Web3 economy for agent harnesses.
Third parties can publish and monetize new gateways because Rialo combines automation, payments, web access, and confidential execution in one stack. Gateway providers can earn by creating and improving gateways. Users can earn by evaluating gateways. Gateways can be owned by DAOs. Being web3 native, gateways enable sharing and monetization of resources.
βœ‰

Send Email

Send emails from verified domains with content filtering, rate limiting, and full delivery tracking. Protected API keys never leave the gateway.

Live
πŸ“š

Scoped Financial Advisor

Operate as a policy-bounded financial advisor with safe, private, and auditable access to portfolio data. Make recommendations, place trades within defined limits, and record every action for review.

Coming Soon
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Online Wallets

Manage digital wallets with policy-gated transfers. Set daily limits, restrict recipients, and audit every transaction on-chain.

Coming Soon
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Send SMS

Deliver text messages globally with carrier-level compliance, per-recipient rate controls, and protected carrier credentials.

Coming Soon
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Hosted Models

Connect to hosted AI models for inference and reasoning. Gateway protects API keys and enforces usage quotas.

Coming Soon
+

Build Your Own

Publish a web-connected, confidential service to the marketplace. Define policies, run custom logic, earn RLO from usage, and build reputation from verifiable outcomes.

Open Platform
Whether you deploy agents or provide gateways

Agent Operators

Register agents with Rialo and define exactly what access they get. Agents can run anywhere β€” your hardware, the cloud, or directly on Rialo.

  • βœ“ One-line skill invocation from any agent framework
  • βœ“ Credentials protected β€” agents never see raw keys
  • βœ“ Complete on-chain audit of every action and attempt
  • βœ“ Pay with RLO β€” no separate accounts per service
  • βœ“ Share resources with other users' agents and monetize

Gateway Providers

Create gateways for any resource and expose new services through Rialo's integrated execution stack. Publish to the marketplace, earn RLO, and build verifiable reputation.

  • βœ“ Define custom policy engines and service logic per gateway
  • βœ“ Use native web calls and confidential execution instead of bespoke middleware
  • βœ“ Gateways are auditable with verifiable usage metrics
  • βœ“ Automatic RLO payments β€” no billing integration
  • βœ“ SLA enforcement with crypto-economic guarantees
  • βœ“ On-chain insurance pool for gateway assurance

One token. Every gateway.

RLO is the native token of the Rialo blockchain. No multiple wallets, no different payment systems, no topping up separate accounts. Agents pay with RLO, gateway providers earn RLO. Cryptoeconomics fund insurance pools and enforce quality.

1
Token
0
Separate accounts
100%
On-chain auditable