For AI agents: a documentation index is available at the root level at /llms.txt and /llms-full.txt. Append /llms.txt to any URL for a page-level index, or .md for the markdown version of any page.
DashboardWebsiteCommunity
DocsAPI ReferenceChangelog
DocsAPI ReferenceChangelog
  • Getting Started
    • Introduction
    • Why Rightbrain?
    • How It Works
  • Quickstart
    • Your First Task (5 min)
    • Deploy & Test
    • Observe Results
  • Authentication
    • Authentication
  • Creating Tasks
    • No-Code Dashboard
    • API Task Creation
  • Deploying Tasks
    • API Integration
    • SDK Integration
  • Integrations
    • MCP Protocol
    • AI Agent Documentation
  • Templates
    • Growth
    • Operations
    • Financial & Compliance
    • E-Commerce & Retail
    • Tech & Data
    • Knowledge & Content
  • Integration Patterns
    • Features
    • Tools
    • Workflows
    • Agents
LogoLogo
DashboardWebsiteCommunity
On this page
  • Why Tasks Work for Internal Tools
  • Common Internal Tool Patterns
  • Real-World Example: Legal Team Contract Analyser
  • Next Steps
Integration Patterns

Internal AI Tools

Was this page helpful?
Previous

AI Workflows & Automation

Next
Built with

Operational teams shouldn’t need engineering tickets to build AI tools. With Rightbrain Tasks, you create custom AI capabilities for your teams, deploy them across your existing systems, and update them based on feedback - all without writing code or waiting on developers.

Why Tasks Work for Internal Tools

Rightbrain Tasks put power back in the hands of operators - no engineering queue required.

  • Build Fast, Deploy Faster - Create tools in natural language, test instantly, and ship with one click. No tickets, no code, no delay.
  • One Task, Every Interface - Use it in Slack, via API, through MCP, or with webhooks - same logic, different surfaces.
  • Knows Your Business - Each Task speaks your language, follows your processes, and respects your rules.
  • Iterate at Team Speed - Update prompts, switch models, refine outputs - all live from the dashboard, instantly applied everywhere.

Common Internal Tool Patterns

Document Intelligence
Content Generation
Classification & Routing
Analysis & Insights
Invoice Processing

Input: PDF or image upload
Output: Structured JSON with vendor, items, amounts, and dates
Used by: Finance teams for monthly close and AP automation

Contract Review

Input: Contract PDF
Output: Structured summary highlighting key terms, obligations, risks, and deadlines
Used by: Legal and procurement teams

Resume Screening

Input: Resume file (PDF, DOCX, etc.)
Output: Scored candidate profile with extracted skills, experience, education, and match reasoning
Used by: Recruitment teams for initial candidate screening

Expense Report Parser

Input: Photo or PDF of receipt
Output: Expense entry with extracted category, amount, and compliance status
Used by: Employees and finance teams for expense submissions

Real-World Example: Legal Team Contract Analyser

The Challenge: Legal team reviewing 50+ vendor contracts monthly, each taking 45+ minutes to analyse for key terms, risks, and non-standard clauses.

Task Configuration:

  • Input: Contract PDF upload
  • Context: Company’s standard terms, red flag clauses, approval thresholds
  • Output: Structured JSON with:
    • Contract type and parties
    • Payment terms and amounts
    • Key obligations for both sides
    • Identified risks with severity
    • Non-standard clauses highlighted
    • Recommended approval level

Deployment:

  • Primary: Slack bot in #legal-contracts channel
  • Secondary: API integration with contract management system
  • Fallback: Direct dashboard access for ad-hoc reviews

How Legal Team Uses It:

  1. Procurement drops contract in Slack
  2. Legal team member clicks “Analyse Contract”
  3. Task returns structured analysis in ~30 seconds
  4. Team reviews flagged items, approves or requests changes
  5. Analysis automatically logged in contract system

Why It Works:

  • Configurable: Updated monthly as approval policies change
  • Predictable: Always returns same structured format for downstream logging
  • Stateless: Each contract analysed independently, no cross-contamination
  • Composable: Same Task used in Slack and contract system API

The best internal tools are the ones your team actually uses. Start with one painful, repetitive task. Build a focused tool. Make it work well. Then expand to more use cases as teams see the value.

Next Steps

Build Your First Tool

Create a Task for your team’s specific needs

Integration Guide

Deploy to Slack, API, MCP, or webhooks