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AI agents

Intelligence that becomes action.

Connect your agents to data, tools, and execution workflows. Keep permissions, monitoring, and operator controls part of the product.

Your product. Connected infrastructure.
Explore the flow
Agents & automation: Observe stage selected. This is an illustrative product concept.

The building blocks

Everything connects.
Make it your own.

Connect intelligence to controlled actions.

Inside the product

Enhanced automation

Replace brittle scripts and manual ops loops with agents that reason about state, pick the right tool, and recover from errors.

  • Multi-step task execution
  • Tool-use with strict schemas
  • Retry, fallback, and timeouts
  • Human approval where it matters

Real-time data analysis

Process blockchain data streams instantly. Live mempool, contract events, oracle prints — agents react in seconds, not next cron.

Adaptive machine learning

Self-improving systems that evolve with your Web3 ecosystem. Feedback loops, eval suites, and gradual rollout for every model swap.

Smart contract integration

Connect to supported blockchain networks with typed integrations, transaction simulation, and signed receipts.

Customizable dashboard

Intuitive interfaces for monitoring and managing your decentralized apps. Live traces, approvals queue, and per-agent kill switch.

Plug-in tool library

Connect agents to your APIs, contracts, indexers, and warehouses through a strict tool schema. New capabilities ship without prompt rewrites.

Limits, approvals, audit trails

Spend caps, allowlists, and human-in-the-loop gates baked in. Every decision and every transaction lands in a signed, replayable log.

AI agents

Ready to build with this?

Tell us what you have in mind. We’ll help scope the right approach.

Discuss your project

Behind your experience

Your product, up front.
The connections, handled.

Choose the components your product needs. Keep the customer experience and operating controls in one connected flow.

Availability, providers, and supported workflows are scoped to your product and operating requirements.

Plan your integration

The possibilities

Your logic, made into a product.

Explore the products and use cases that connect to this stack.

Go a little deeper

Built around the details.

Explore the workflows, components, and implementation considerations behind the experience.

Implementation workflow

Scope the loop

We map the manual workflow you want automated — inputs, decisions, tools, and the bar for human override.

Pick the stack

Model choice, tooling, key custody, and deployment target — backend, edge, or inside your existing infrastructure.

Ship to sandbox

Agent runs against testnets and replayed history. Eval suite enforces safety, accuracy, and cost on every change.

Production with guardrails

Roll out with caps, approvals, and per-action kill switches. Every run feeds a signed audit log you can defend.

A few more details

Good questions.
Clear answers.

Talk it through with us
What are Web3 AI agents?

Web3 AI agents are autonomous or semi-autonomous software that perform tasks in the blockchain space: answering user questions, executing trades, managing portfolios, or triggering smart contract actions. Gizmolab builds agents that integrate with your contracts, APIs, and data.

How do AI agents interact with blockchains?

Agents use wallets (with key management), read chain data via RPCs or indexers, and submit transactions when conditions are met. We design for safety: limits, approvals, and audit trails where needed.

Can you customize agents for our product?

Yes. We build custom AI agents for trading, support, analytics, or operations. Scope includes model choice, tooling (APIs, contracts), and deployment (backend, edge).

Your next step

Let’s connect the pieces.

Talk to our team