Technical Architecture
Every AI action. Enforced before it happens.
VisIQ operates at the execution boundary, where custom AI agents act, not downstream where it's already too late. 4 modules. 1 total control plane.
Station 01 · LangChain
Pre-execution control meansWe’re in your agent’s head.
What control vs monitoring looks like: a finance agent reaches for its tools, and the harness cordon decides every action as it crosses, from the agent’s trust tier and business function, before anything executes.
Fig. 2: the vector arcade · decided inline, pre-execution
actions governed4
masking · human approval · blocking: decided by function + trust, before execution
At the LangChain station a finance agent (accounts payable, trust tier two of three) takes four actions and the harness decides each one inline, before execution. send_message is permitted, within its function. read_record is masked to need-to-know: 540-19-3387 leaves the harness as •••-••-3387. wire_transfer is held for a human in the loop: the approval request goes out over Slack and Microsoft Teams, a human approves, and the wire is released. export_records is blocked outright and never reaches the resource. Four actions evaluated, zero unevaluated.
The install
A couple of lines. Governed.
VisIQ installs inside the agent you already have. Pick your framework and language, or wire a CLI agent from the terminal, and watch the status flip.
import { AgentExecutor, createOpenAIToolsAgent } from "langchain/agents"; import { ChatOpenAI } from "@langchain/openai"; const llm = new ChatOpenAI({ model: "gpt-4o" }); const agent = await createOpenAIToolsAgent({ llm, tools, prompt }); const executor = new AgentExecutor({ agent, tools }); const result = await executor.invoke({ input: "What was Q3 revenue?" });
The Runtime
Every call decided before it runs.
Once the harness is in, this is the whole story. No proxies, no traffic mirroring, no after-the-fact review.
Caught
Take control of agent actions. The harness intercepts the call at the moment of dispatch, and nothing executes until a decision exists.
Decided
Is it authorized? Policy weighs the action, the data in scope and the authority chain behind it. Routine calls clear instantly and the agent never notices the gate.
Reviewed
Should a human approve? Elevated risk waits for a person, in Slack, Teams or email. The agent holds, and a deny always blocks.
Recorded
Every outcome, a provable record. A signed receipt is written before the action moves, so you can show what your agents did and what they were stopped from doing.
The live platform
This is an agentunder governance.
A real agent page from the live platform, read-only. Flip through its views: the activity, the rules it answers to, the record it leaves. Everything here is the product, not a mock.
the live governance dashboard
The real platform, in a read-only preview. Request a demo to make the controls yours.
Request a Demothe interactive demo
The live platform demo wants a bigger screen. Open visiqlabs.com on a laptop to drive it, or request a demo right here.
Request a DemoAdaptive Autonomy
Built for frictionless autonomy.
Most AI actions execute automatically under policy. Human review is reserved for elevated risk, novel intent, or context change, not the default.
Every decision leaves a signed receipt, so the audit answer is already written when the question arrives.
Full enforcement, without the operational drag.
See the install
Your first agent,governed in minutes.
The actual in-product install guide for a Claude Cowork agent, framed live. Walk the same steps a customer walks. The frame stays on the guide; request a demo when you want the real thing.
the live governance dashboard
The real platform, in a read-only preview. Request a demo to make the controls yours.
Request a Demothe interactive demo
The live platform demo wants a bigger screen. Open visiqlabs.com on a laptop to drive it, or request a demo right here.
Request a Demo