Support optimization
Token compression for customer support AI
Customer support conversations are full of pleasantries, status checks, and internal notes. Token compression removes the noise and keeps the evidence needed to resolve the issue.
Support context is special
Support tickets typically contain: customer description of the problem, troubleshooting steps attempted, screenshots described, internal notes, and status updates. Only ~30% of these tokens help the AI understand what to do next.
SuperCompress scores each line against the current support question and keeps only the diagnostic evidence, customer details, and resolution steps.
Savings at scale
| Volume | Tickets/Day | Monthly Savings |
|---|---|---|
| Small team | 100 | ~$45 |
| Medium support | 1,000 | ~$450 |
| Enterprise | 10,000 | ~$4,500 |
Frequently asked questions
Will compression lose customer details?
No. SuperCompress reports important-context-kept metrics.
Can I use it with Zendesk or Intercom?
Yes. Integrate compression in your AI middleware layer.
Try it yourself
Paste your long prompt into the playground, ask a question, and see what SuperCompress keeps and removes. Free, no signup needed.