Vector Agents
Agents that do the work — with guardrails that hold.
Multi-step, tool-using agents that take real action across your stack. Every plan is bounded, every action is logged, and a human can approve or unwind anything that matters.
Vector Agents · run #4129
Active agents
Refunds · Tier 1
Lead enrichment
Onboarding · email
Content moderation
Policy
Run · Refunds · Tier 1
c_8821 · ticket #t_3917- plan
Plan · 3 steps · scope=refunds
- tool
lookupAccount(customer_id=c_8821)
Returned: plan=growth · tenure=14m
- tool
getRecentCharges(customer_id=c_8821, days=30)
Returned: 3 charges · $487.20 total
- gateapproved
Approval required · refund > $400
Approved by ops@acme · 11s
- tool
issueRefund(charge=ch_q4u2, amount=$429.50)
- log
Audit · evidence stored · ev_29a8
Run summary
Reversibility
Audit
100%
actions logged
Typed
tool boundaries
Approve
or auto-run, your call
Unwind
paths on every step
In production
Plugged into LYZN.AI workflows.
Vector Agents runs inside LYZN.AI’s LyznFlow — a visual workflow platform where AI agent nodes orchestrate real work, on mobile and beyond.
Customer
LYZN.AI
LyznFlow
Visual AI workflow automation · mobile-native
Agentic nodes inside a visual workflow.
LYZN.AI’s LyznFlow lets teams compose visual workflows with AI agent nodes, custom tools, and a marketplace — designed to live close to your daily context on mobile. Vector Agents powers the agent nodes themselves: multi-step planning, typed tool calls, approval gates, and audit trails — so what runs in a LyznFlow looks production-ready, not prototype-ish.
“Pick an agent, provide minimal input, and get the result. The visual layer is great; the engine behind it has to be reliable. That’s the part Vector Agents handles.”
LYZN.AI · LyznFlow team
Visual
workflow nodes
Typed
tool boundaries
Audit
trail per run
Guardrails
The five things that stop an agent from doing something stupid.
Agents in production fail in predictable ways. We engineer for those — not hope they don’t happen.
01
Bounded scope
Depth, time, and budget caps. Agents can’t recurse forever or burn the budget.
02
Typed tools
Every tool has a schema. Inputs validated, outputs checked. Nothing free-form.
03
Approval policies
High-impact actions require a human signature. Defined in code, reviewable.
04
Eval gates
New agents and new tools ship through an evaluation suite. Regressions blocked.
05
Live monitoring
Plans, tool calls, and outputs are logged. Failures reviewed, not silenced.
Capabilities
What you get out of the box.
Built and operated by engineers — not a chatbot framework you stitch together yourself.
Multi-step planning
Agents decompose work, choose tools, and sequence steps — bounded by depth, scope, and budget you set.
Typed tool boundaries
Every tool has a schema. Inputs are validated; outputs are checked. Agents can’t call what isn’t exposed.
Approval & auto-run policies
High-impact actions require a human; low-risk ones run on their own. Policies live in code and are reviewable.
Full audit trail
Every plan, tool call, input, output, and decision is logged with cryptographic ordering — not opaque LLM logs.
Reversibility paths
Where the underlying API supports it, agent actions are designed to be unwound. Where it doesn’t, we require explicit confirmation.
Evals before production
New agents and new tools ship through an evaluation gate — regressions blocked at the door, not discovered by users.
How it works
From scope to live runs.
Scope
We pick a workflow worth automating end-to-end. The blast radius and recovery story are designed before the agent is.
Wrap
Your tools are wrapped with typed schemas, rate limits, and approval policies. Sensitive ones require human sign-off.
Drill
The agent runs against an evaluation suite covering happy paths, ambiguous inputs, and adversarial scenarios.
Ship & monitor
Live traffic flows through dashboards built for engineers, not just product managers. Failures are reviewed, not silenced.
Use cases
Where teams put it to work.
01
Operations automation
Refunds, account adjustments, and ticket resolution that follow your policy — with human approval where money or risk is involved.
02
Sales & lifecycle
Lead qualification, enrichment, and personalized outreach grounded in your CRM and product data, not a public scrape.
03
Internal copilots
Workflows for finance, HR, or engineering that agents can run end-to-end with audit trails your auditors will accept.
Frequently asked
Honest answers.
No certification claims, no marketing fluff. If we don’t do something, we say so.
Bounded scope, typed tools, approval policies for high-impact actions, evaluation gates before deploy, and live monitoring after. No single safety mechanism — layered defense.
Get started
Ship agents that don’t scare your auditor.
A 30-minute call with a engineer. We’ll pick a workflow, sketch the guardrails, and show you the run timeline before any code is written.