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Use Cases

See how teams save with
Prismo

From chatbots to code assistants, see how different teams cut their AI costs in half with intelligent routing.

Customer Support & Conversational AI

AI Chatbots

Reduce costs on high-volume customer support bots without sacrificing response quality.

45%
Avg. savings
<50ms
Latency impact
99.2%
Quality maintained
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The Challenge

  • ✕High volume of simple queries routed to expensive models
  • ✕No visibility into cost per conversation
  • ✕Unpredictable monthly bills

The Prismo Solution

  • ✓Route simple FAQs to nano models, complex issues to flagship
  • ✓Track cost per conversation, user, and topic
  • ✓Set budget caps with automatic alerts

Real Example

BEFOREAll queries → GPT-4o → $0.15/conversation
AFTER80% queries → GPT-4o-mini → $0.02/conversation
$12,000/month on 100K conversations
IDE Plugins & Developer Tools

Code Assistants

Optimize AI-powered coding tools that make thousands of requests per developer per day.

52%
Avg. savings
500+
Requests/dev/day
35%
Cache hit rate
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The Challenge

  • ✕Autocomplete requests are high-frequency, low-complexity
  • ✕Same code patterns requested repeatedly
  • ✕Costs scale linearly with team size

The Prismo Solution

  • ✓Route autocomplete to fast, cheap models
  • ✓Semantic cache for repeated patterns
  • ✓Reserve flagship models for complex refactors

Real Example

BEFOREAll completions → Claude 3.5 → $8/dev/day
AFTERSmart routing + caching → $3.50/dev/day
$4,500/month for 100-person team
Marketing, SEO & Creative Tools

Content Generation

Scale content production while keeping costs predictable and quality high.

38%
Avg. savings
15+
Content types
4.8/5
Quality score
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The Challenge

  • ✕Different content types need different model capabilities
  • ✕Batch generation can spike costs unexpectedly
  • ✕Hard to A/B test model quality vs cost

The Prismo Solution

  • ✓Match content complexity to model tier automatically
  • ✓Budget controls prevent runaway batch jobs
  • ✓Compare output quality across models

Real Example

BEFOREAll content → GPT-4 → $0.08/article
AFTERTiered routing → $0.05/article avg
$3,000/month on 100K articles

Ready to cut your AI costs in half?

One line of code. Start saving in minutes.

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SOC 2 in progress
5-minute setup
Free during beta