SCENARIOS

Usage Scenarios

Pre-built scenarios to quickly estimate costs for common AI use cases.

Customer Support

24/7 Customer Support Chatbot

An always-on chatbot handling customer queries with conversation history, replacing tier-1 support staff.

Input: 500 tokens/req
Output: 200 tokens/req
Volume: 10,000 req/day
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Customer Support

Technical Support Agent

AI agent that troubleshoots technical issues, reads logs, and suggests fixes. Replaces tier-2 support.

Input: 3,000 tokens/req
Output: 1,000 tokens/req
Volume: 5,000 req/day
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Customer Support

Multi-language Support Bot

Customer support bot handling queries in 30+ languages with automatic translation and routing.

Input: 800 tokens/req
Output: 300 tokens/req
Volume: 8,000 req/day
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Development

Code Generation Assistant

An AI coding assistant generating code from natural language prompts for a team of developers.

Input: 2,000 tokens/req
Output: 1,500 tokens/req
Volume: 500 req/day
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content-moderation

Content Moderation System

Classify and moderate user-generated content at high volume.

Input: 500 tokens/req
Output: 50 tokens/req
Volume: 50,000 req/day
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Development

Automated Code Review

AI reviews pull requests, suggests improvements, and catches bugs before human review.

Input: 5,000 tokens/req
Output: 800 tokens/req
Volume: 200 req/day
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Development

API Documentation Generator

Automatically generates and updates API documentation from code changes.

Input: 4,000 tokens/req
Output: 2,000 tokens/req
Volume: 100 req/day
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Development

Bug Triage & Classification

AI reads incoming bug reports, classifies severity, and routes to the right team.

Input: 1,500 tokens/req
Output: 200 tokens/req
Volume: 1,000 req/day
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Content & Marketing

Blog Content Generator

Generates SEO-optimized blog posts, social media content, and email newsletters.

Input: 1,000 tokens/req
Output: 2,000 tokens/req
Volume: 100 req/day
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Content & Marketing

Social Media Manager

AI creates, schedules, and optimizes social media posts across platforms.

Input: 500 tokens/req
Output: 500 tokens/req
Volume: 300 req/day
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Content & Marketing

Product Description Writer

Generates product descriptions for e-commerce catalogs at scale.

Input: 300 tokens/req
Output: 400 tokens/req
Volume: 5,000 req/day
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Business Intelligence

Sales Call Summarization

Transcribes and summarizes sales calls, extracting action items and sentiment.

Input: 8,000 tokens/req
Output: 500 tokens/req
Volume: 200 req/day
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Business Intelligence

Market Research Analyst

AI analyzes market data, competitor filings, and news to produce research briefs.

Input: 10,000 tokens/req
Output: 3,000 tokens/req
Volume: 50 req/day
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Business Intelligence

Financial Report Summarizer

Summarizes earnings reports, 10-Ks, and financial documents into executive briefs.

Input: 15,000 tokens/req
Output: 1,000 tokens/req
Volume: 100 req/day
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Automation

Email Triage & Auto-Reply

Classifies incoming emails, drafts responses, and routes to the right department.

Input: 800 tokens/req
Output: 300 tokens/req
Volume: 5,000 req/day
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Automation

Invoice & Receipt Processing

Extracts data from invoices and receipts using vision + text models for AP automation.

Input: 2,000 tokens/req
Output: 200 tokens/req
Volume: 2,000 req/day
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Automation

HR Resume Screening

AI screens resumes, scores candidates, and generates interview prep notes.

Input: 3,000 tokens/req
Output: 500 tokens/req
Volume: 500 req/day
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Data & Analysis

Document Summarization Pipeline

Summarize long documents into concise summaries at scale.

Input: 8,000 tokens/req
Output: 500 tokens/req
Volume: 1,000 req/day
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Data & Analysis

Image Analysis Service

Analyze and describe images using vision-capable LLMs for content moderation and tagging.

Input: 1,000 tokens/req
Output: 300 tokens/req
Volume: 2,000 req/day
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Custom AI Solutions

Custom AI Solution Development

Building a custom AI-powered application for a client: agentic workflows, RAG, and multi-step reasoning.

Input: 5,000 tokens/req
Output: 3,000 tokens/req
Volume: 300 req/day
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Custom AI Solutions

SaaS Replacement: Internal Tools

Replacing SaaS subscriptions (Zendesk, Grammarly, etc.) with custom AI agents on Xilos.

Input: 2,000 tokens/req
Output: 1,000 tokens/req
Volume: 1,000 req/day
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