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Build agents. Ship versions. Roll back in one click.

The cloud platform for custom AI agents and workflows, with versions, tracing, 1,600+ connectors and 100,000+ tools. Entirely in your browser.

connectors
1,600+connectors
tools for agents
100,000+tools for agents
LLM, with your keys
AnyLLM, with your keys
to roll back
1 clickto roll back

Works with the tools your team already uses. 1,600+ and counting.

How it works

From first prompt to production.

01 · Build

Describe it. Then shape it.

Start from a sentence and VectorLumira drafts the agent: instructions, tools and knowledge. Refine it on the canvas with branches, browsers and 100,000+ tools.

02 · Test

Know it works before anyone else does.

Run test sets against your draft, compare models side by side, and gate the release on the score.

Claude94%
GPT89%
Gemini87%

48 / 48 test cases · release gate passed

03 · Ship

Release to a slice of traffic.

Publish an immutable version and roll it out to 10% of users. The proven version keeps serving everyone else.

10%on v1.3 · canary

04 · Observe

See every step it takes.

Traces capture every model call, retrieval and tool call, with latency, tokens and cost, per version.

retrieve
llm.classify
tool.get_order
llm.draft
guardrail

3.84 s · 4,812 tokens · $0.014

05 · Roll back

Undo in one click.

If a version misbehaves, return to the last good one instantly. Or let rules do it for you the moment metrics slip.

v1.3Rolled back
v1.2Live
v1.1Archived
Restored v1.2 in 1.1 s

Agent Builder

Agents with knowledge, skills and judgment.

Compose custom agents from instructions, knowledge and skills. Give them tools and guardrails. Test them before anyone else sees them.

Refund Assistant

Draft · based on v1.2

Publish v1.3

Instructions

You help customers with refunds for orders in the last 30 days. Check the order in Shopify, follow the refund policy, and ask a human before refunding more than $200.

Knowledge

  • Refund policy.pdf
  • Help center (synced)
  • Shipping SLAs.xlsx

Skills

Brand voice v3 Refund calculation Escalation

Tools

Model

Claude

Eval score

94% ↑ 3

Versions & Rollback

Ship without fear.

Every agent and workflow is versioned. Roll out to a slice of traffic, watch the numbers, and roll back in one click, or let VectorLumira do it the moment a version fails.

Support Triage AgentProduction
  • v1.3

    Shorter replies, new refund skill

    Ready
  • v1.2

    Adds order-lookup tool

    Live
  • v1.1

    Knowledge snapshot Aug 30

    Archived
v1.3 error rate0.5%
Trafficv1.3 0% · v1.2 100%

Ready to roll out v1.3.

VectorLumira Chat

Chat like you always do. Act on every app.

A familiar chat experience with every connector one @-mention away. Ask a question, and VectorLumira finds the data, takes the action and shows its work.

VectorLumira Chat
Claude
Ask anything, or type @ to use an app…

One-Click Connect

1,600+ apps. One button.

Connect your whole stack in a single pass. Every agent, workflow and chat can use it instantly, with least-privilege access by default.

Slack
Microsoft Teams
Gmail
Outlook
Discord
Telegram
WhatsApp Business
Twilio
Zoom
Salesforce
HubSpot
Pipedrive
Apollo
Calendly
Notion
Google Sheets
Google Calendar
Airtable
Asana
Trello
monday.com
Confluence
Microsoft Excel
GitHub
GitLab
Jira
Linear
Sentry
Vercel
PagerDuty

0apps ready

Browser Agents & Computer Use

No API? No problem.

Give agents a real browser or a full virtual desktop. They navigate, click, type and extract, while you watch, or take over.

acme-supplier-portal.com/orders|
Order #88214
Search

Live · Browser agent

  1. Open acme-supplier-portal.com
  2. Sign in with saved session
  3. Search order #88214
  4. 4Extract status and ETA → JSON
  5. 5Return to workflow

Take over at any time. Every run is recorded and traced.

Inventory Manager · virtual desktop

Live · Computer use

  1. Start Windows desktop
  2. Open Inventory Manager 2009
  3. Find SKU CH-4410
  4. 4Update quantity to 240
  5. 5Await approval before saving

Take over at any time. Every run is recorded and traced.

Bring Your Own LLM

Every model. Your keys.

Claude, GPT, Gemini, Llama, Mistral, or your own endpoint. Choose per agent, or per step, and switch without rewriting a thing.

Anthropic logo

Claude

Anthropic

Careful tool use, coding and long tasks.

  • Your API key, encrypted at rest
  • Billed directly by your provider
  • Automatic fallback on outages
# agent: support-triage
model: anthropic/claude
api_key: {{ secrets.MY_KEY }}
fallback: openai/gpt
temperature: 0.2
max_cost_per_run: $0.05

Agent Harness

Serious engineering under every agent.

The runtime that makes agents reliable: context engineering, tool routing, durable execution and sandboxes, tuned for every model.

Context engineering

Compaction and retrieval keep long tasks sharp.

Tool routing

Thousands of tools, loaded only when needed.

Durable execution

Long runs survive restarts and resume.

Sandboxed code

Agents write and run code in isolation.

Human in the loop

Approvals and hand-offs, built in.

Model-agnostic

Prompts and tools adapted per provider.

Treat agents like software. Because they are.

Versions, rollouts, rollbacks, tests and traces. The discipline that made software reliable, finally built for AI.

Pricing

Simple pricing. Everything included.

Every plan includes all connectors, agents, workflows, versioning and tracing.

Pro

For individual builders shipping their first agents.

$5per user / month

Get started
  • Unlimited agents and workflows
  • All 1,600+ connectors and 100,000+ tools
  • One-click connect
  • VectorLumira Chat with any connector
  • Versions and one-click rollback

Team

For teams building and operating agents together.

$7per user / month

Start with Team
  • Everything in Pro
  • Shared workspaces and connections
  • Roles and review requests
  • Canary rollouts and automatic rollback
  • Dev, staging and production environments

Enterprise

For organizations with security, scale and compliance needs.

Customtailored to your organization

Contact us
  • Everything in Team
  • SSO with SAML and SCIM
  • Audit logs and custom roles
  • Custom trace retention and export
  • Dedicated browser and desktop capacity

Start building today.

From $5 per user per month. Bring your own models. Connect everything in one click.