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QuerySafe

QuerySafe Compass

Waitlist open

Not every question needs maximum AI.

Guide.

Compass sits inside the AI tools you already use. It sharpens your prompt, tells you how much AI the task really needs, and points you to the right model, so you get better answers and stop burning credits on simple work.

Designed around AI experiences such as ChatGPT, Claude and Gemini.

ai-assistant.example/chat
Fast recommendedAI Power Needed 0/100

Simple language transformation detected; a lightweight capability should be sufficient.

  • task · language transformation
  • input · ~120 words
  • reasoning depth · low
  • output · same length
Prompt strength 0/100 · a faster model saves credits

Correct the grammar of this email.

model · fast (suggested)

Concept demo · generic assistant interface

10Free credits to try instantlyNo signup. No card. Opens with the public launch.
50Free credits for everyone on the waitlistJoin below and we'll email you when they're ready.

AI power needed

Understand the task before choosing the AI.

Compass scores every prompt from 0 to 100 for how much capability it needs. Low scores go to fast, inexpensive models. High scores get deep reasoning.

  1. 18Fix grammar in an email
  2. 34Summarize a meeting transcript
  3. 57Write a SQL query from a description
  4. 76Review a contract for risky clauses
  5. 91Redesign a distributed architecture

What Compass does

  1. 01

    AI Prompt Enhancement

    Turn everyday prompts into professional-grade instructions: clear role, clear steps, clear output.

    Before · “summarize this”
    After · “Summarize the report below in five bullet points for a CFO, with one risk and one next step.”
  2. 02

    Smart Model Selection

    Get the right model recommendation for every query, with the reason shown.

    task · long-form planning
    reasoning · high → deep reasoning model
  3. 03

    Save AI Credits

    Don't spend expensive models on simple tasks. Fast models handle everyday work; deep reasoning is saved for what needs it.

    grammar fix → fast
    architecture review → deep
  4. 04

    AI Usage Insights

    Understand how you use AI and where you can optimize.

    Your week · 142 promptsconcept demo
    • Fast model was enough61%
    • Balanced27%
    • Needed deep reasoning12%

    Most of your prompts didn't need your most expensive model. Compass shows where to switch.

Join the waitlist

Get 50 free credits when Compass opens.

Tell us which AI tools you use. We'll email you when your credits are ready. No card needed.

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