Embeddable AI Agents

Your users describe it.
The agent builds it.

VibeMile embeds an AI coding agent into your SaaS dashboard. Your customers chat with it, describe data transformations, and the agent builds reusable workflows — automatically.

Request Early Access Currently onboarding design partners
VibeMile Agent
U
Take the uploaded Excel, clean empty rows, categorize items using CategorAIze API, and export as CSV.

Building workflow...

import { categorize } from '@categoraize/sdk'

import { parse, write } from 'xlsx'

// ... 24 more lines

Workflow created. Run now, schedule, or trigger via webhook?
Run now Schedule Webhook
< 30s to first workflow Secure, sandboxed execution Multi-tenant by design

How it works

From conversation to production workflow.

01
your dashboard + widget

Embed the agent

Add VibeMile to your SaaS product. The AI chat interface appears in your dashboard, branded to match.

02
natural conversation

Customer describes the workflow

End-users chat naturally with the AI agent. They describe what data to process, which APIs to call, and what output they need.

03
sandbox + output

Agent builds and runs it

The agent writes code, tests it in a secure sandbox, and creates a reusable Workflow. Launch manually, on a schedule, or via webhooks.

The platform

One agent runtime. Infinite possibilities.

app.yourproduct.com/agent
Workflow Agent
"Import products.xlsx, categorize each row using our API, export results as CSV"
Analyzing file... Found 2,847 rows. Building transformation pipeline.
Complete. 2,841 categorized (99.8%). Download results.csv
Describe your workflow...
workflow.ts config.json

import { readExcel, writeCSV } from 'vibemile/io'

import { categorize } from '@your-api/sdk'

 

export async function run(input) {

  const rows = await readExcel(input.file)

  const results = await categorize(rows)

  return writeCSV(results)

}

Execution complete

Processed 2,847 rows in 4.2s

Output: results.csv (1.2 MB)

Features

Everything your platform needs.

Embeddable Chat UI

A full conversational interface that drops into any web app. Branded, responsive, and built for your end-users.

Sandboxed Execution

Every workflow runs in an isolated container. Your customers' code can't break your product or access other tenants' data.

API Integration Framework

Define your APIs once. The agent automatically discovers and uses them as tools during workflow creation.

Multi-Trigger Workflows

Workflows can be launched manually, fired by webhooks, or run on cron schedules. Your customers choose how automation fits their process.

File I/O Pipeline

Upload Excel, CSV, JSON. Get transformed outputs back. The agent handles parsing, processing, and artifact generation.

Usage-Based Billing

Host companies pay for container compute. End-users pay for LLM tokens. Transparent, metered, no surprises.

Real-world example

See it in action.

C

CategorAIze + VibeMile

Data categorization platform

CategorAIze helps companies organize data into hierarchical categories. Their customers work with Excel files but struggle with the import/export process.

By embedding VibeMile, CategorAIze lets their customers upload Excel files, describe the transformation they need, and the AI agent builds a reusable workflow that handles everything automatically.

No more manual data transformation by the CategorAIze team
Customers self-serve their data workflows
Reusable workflows that run with one click next time
categoraize.io/agent
U
Upload sales_data.xlsx, categorize each product into the taxonomy, and export the result as CSV.
A
I see 2,847 rows in your Excel. I'll use the CategorAIze API to classify each product. Running now...
Categorizing... 99.8%
A
Done. 2,841 categorized (99.8% match rate). 6 items need review.
Download results.csv
Save as workflow Review 6 items

Pricing

Simple, transparent pricing.

No per-seat fees. No hidden costs. Pay for what you use.

For SaaS Companies

Pay for container hosting and orchestration. Billed by usage — no minimums during early access.

  • Container compute per usage
  • Free integration setup
  • Founder pricing for early partners

For End-Users

Pay for LLM tokens consumed during workflow creation and execution. Transparent per-token pricing.

  • Pay-as-you-go LLM tokens
  • No subscription required
  • Pricing set by host company

Ready to embed AI into your product?

Request early access. We're onboarding a limited number of design partners.

We'll reach out within 48 hours. No spam, ever.