Turn confusing business rules into AI agents that actually work

The only platform product teams need to accelerate their AI roadmap and take agents to production with confidence

Test the working agent
Share for feedback
Publish and document
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Use Esther as your discovery copilot Esther reviews the project with you, shows where the gaps in requirements are and prepares you to go back to the team knowing what to ask
description
Send documents and transcripts Esther reads the entire material, identifies the business rules and builds the agents with prompts ready for you to test
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Include Esther in team conversations She maps rules, won't let gaps slip through, asks the right questions and applies what she captured directly to agent building and documentation
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Result AI agent ready to validate Built with the extracted rules and complete documentation

Complex Prompts Generated and Corrected Automatically

Prompts are automatically generated and corrected by the platform based on user feedback.

Prompts Orquestradores

Custom Business Rules

Personalized memory management

Conditionals and state transitions

API calls

Document querying via RAG

Guardrails

Beta Testing on Platform

Deploy your AI Agent for testing with real users via WhatsApp, Embed, API or web. Collect feedback quickly and accelerate validation.

Test your agent immediately with spreadsheets, images, PDFs, audio and chat.

Spreadsheets
Images
PDFs
Audio
Chat
See how it works
WhatsApp Connect your Meta account
Very easy setup via form. Bring your Meta account and see the agent working on WhatsApp instantly.
Embed Frame for your site or app
Generate the frame with one click. Totally secure: only the domain where you embedded has access to the agent.
API Custom integration
All agents have native API, easy and well-documented. Support for chat and receives data, images and documents via API.
White Label Web Page Without our brand
The agent converses, receives data, documents and images without you having to develop anything, but without the PrototipeAI brand.

Simplified Agent Management with Unlimited Collaborators

Assign managers responsible for training and evaluating each agent. Visualize all decisions step by step, with complete observability and facilitated human-in-the-loop.

Register as many collaborators as needed
AI applies feedback automatically

Automatic Adjustments to Instructions

Feedback and corrections are automatically organized and applied to the Agent. Evolution history and version preservation.

Development Requirements Export

From the already validated prototype, the platform generates the development requirements document ready for handoff with the technology team.

Product Requirements Document
Detailed functional requirements
Mapped conversation flows
Documented business rules
Use cases validated with real tests
Structured Handoff

Complete documentation to facilitate communication between business and technology areas

Accelerate Development

Technology team receives validated requirements ready for implementation

Built from Prototype

PRD generated from prototype already tested and validated with real users

Versioned prompts served via API to your technology team.

Don't create bottlenecks for IT. Keep prompts out of the code and preserve agility with security in incremental agent improvements over time.

Staging

Prompt v2.1 (under review)

Approval
Production

Prompt v2.1 (released)

GET /api/prompts/agent-123
"version": "2.1"
Versioned prompts consumable via API
No hardcoding in code
Staging environment for approval
Controlled deploy to production

Automated Testing with Version Reports

Build test plans, run batch executions, and track your agent's evolution with each release.

1

Build Test Plan

Select conversations and executions as test cases

2

Run Batch Tests

Execute all scenarios with automatic evaluation

3

Version Reports

Metrics organized by release version

4

Fix and Re-test

Request automatic adjustments and validate again

Automated regression testing
History by version/release
Continuous improvement cycle

Monitoring and Granular Control per Prompt

Metrics dashboard accessible to Agent managers, with alerts for cost and performance bottlenecks at the prompt level.

Real-Time Dashboard
Cost per interaction
$0.023
↓ 12%
Approval rate
87%
↑ 5%
Identified friction rate
13%
↓ 8%
Detect optimization sections

Identify which prompts are costing the most and optimize where it really impacts

Compare performance by LLM

See how the same prompt performs across different models and choose the best cost-benefit

Prioritize critical adjustments

Focus efforts on the prompts that most impact user experience

Ready to accelerate your Agents validation?

Start now and deploy AI agents to production with confidence that every prompt is versioned, tested and approved.

Create prototype

Plans

Complete platform for prototyping, versioning and deploying AI agents for engineering teams.

Free

Individual License for those who want to start from scratch and learn the fundamentals by building.

$0

 

  • Free hands-on lesson track to learn how to build AI agents
  • Scoring system with challenges and level progression
  • Earn points to use on the platform itself
  • Credits unlocked as you advance through the track
Get started for free

Enterprise

For teams that build and operate AI agents.

On request

 

  • Platform
  • Unlimited users
  • Unlimited agents
  • Voice AI to lead discovery meetings
  • Automatic agent generation
  • Agent Capabilities
  • Conversational agents
  • Agentic workflows
  • Voice AI agents
  • Distribution via WhatsApp, Web, Embed, API
  • Multimodal: images, text, audio, documents
  • Native search, scraping, calculations
  • Structured data processing
  • Document search via RAG
  • Custom API integration
  • Educational Resources
  • Custom hands-on training for the team
  • Advanced Features
  • Prompts versioned via API — manage instructions outside the code repository
  • LLM Gateway
  • Full observability and detailed logs
  • Automatically created functional documentation
  • Automatic adjustments based on feedback
  • Automated test execution and analysis
  • Human in the loop
  • Task scheduling
  • Staging and production environments
  • Dedicated consulting
  • SSO
  • Corporate drive integration
  • Custom SLA
Request Proposal
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Microaulas em 1 minuto

0:38 novo
Introdução a Agentes de IA
1:59 novo
Os 4 papeis na criação de Agentes
1:30
O Treinador de Agentes
1:59
O Gestor de Agentes
0:00
O Designer de Agentes
0:00
O Arquiteto de Agentes