Cut AI Costs Automatically
Cut your AI API costs by 10-20% without changing your code
Fortress compresses your prompts in realtime across npm, Copilot, VS Code, Slack, and Claude Desktop — reducing token usage while preserving quality. Start free, no credit card required.
Live savings
10-20%
Average token reduction
Latency
68ms
Optimization time
Coverage
12+
Integration platforms
How it works
Tune optimization in real-time
Fortress streams compacted prompts as you type. Adjust the dial to balance fidelity and token savings across any channel.
Savings
20%
summarize of the entire customer support transcript and highlight all key risks, next steps, and any blockers that might delay the deployment timeline. Include specific examples and recommendations for improvement. Consider all aspects of the conversation and analyze. Review each point carefully and discuss potential solutions. Document everything that was discussed during this support call including all technical details and recommendations. ensure that all information is captured and organized
Tokens before
93
Tokens after
69
Live demos
Interactive channels, one optimizer
Each integration ships with the same realtime compression engine. Try each channel and watch token counts update instantly.
SDK
npm package
Optimize prompts before they reach your model gateway.
Optimized output
generate comprehensive highly detailed thorough release summary new improved API version also include extensive comprehensive migration notes documentation all our customers partners. Make sure cover absolutely all breaking changes new features improvements great detail. provide clear examples detailed explanations each change customers developers understand full impact their systems workflows. Include information about performance improvements, security enhancements, new capabilities, deprecated features, recommended upgrade paths. Also provide troubleshooting guides FAQ sections help developers migrate smoothly. Include code samples, configuration examples, best practices using new API effectively.
Before
117
After
84
Saved
33
IDE
GitHub Copilot
Keep coding assistance short, actionable, and context aware.
Optimized output
Can you help me refactor entire React component is much more performant faster easier read maintain editor? I want optimize rendering performance improve overall code quality structure significantly modern patterns practices. suggest best practices patterns React development. Consider component composition, hooks usage, memoization strategies, performance optimization techniques. Also review component accessibility improvements, error handling, type safety, testing capabilities. Provide specific recommendations each area show me examples how implement these improvements step by step.
Before
102
After
73
Saved
29
Workspace
VS Code extension
Compress multi-file context before it hits the LLM.
Optimized output
summarize open modified workspace changes list top 3 most critical important risks we should address before merging code into production systems. Include specific recommendations action items each risk identified details about remediation. Consider performance impact our systems, security concerns vulnerabilities, maintainability aspects technical debt, code review comments feedback. Also analyze dependencies compatibility issues might arise from these changes. Provide estimates effort required address each risk suggest best sequence implementation. Include test coverage requirements deployment considerations.
Before
97
After
75
Saved
22
Chat
Slack bot
Keep incident responses short but accurate under pressure.
Optimized output
Hey team, can someone provide comprehensive detailed status update current outage situation affecting our services systems specific remediation steps actions we are taking resolve critical issue as quickly as possible. Include timeline information about when issue started expected resolution time. Also provide details about what services are affected, how many users are impacted, what root cause appears be far, what we are doing prevent similar incidents future. Include information about communication status customers any escalations.
Before
97
After
75
Saved
22
Assistant
Claude Desktop
Save tokens across multi-turn support and analysis flows.
Optimized output
perform detailed comprehensive analysis quarterly customer feedback data information we have collected from multiple sources including surveys, support tickets, user interviews identify patterns trends. Identify most urgent important themes recommended follow-up actions improvement our products services. Consider both positive feedback complaints understand customer satisfaction levels areas needing improvement. Provide actionable insights can guide product development customer success initiatives. Include specific recommendations addressing most critical feedback items suggestions how track improvement over time.
Before
98
After
72
Saved
26
Team visibility
See where every token goes
Track savings across your entire team — by member, platform, and project. Know exactly how much you're saving and where.
Team Overview
Per-Member Savings
By Platform
Ready to stop wasting tokens?
Start with the install guides or explore realtime usage metrics.