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Helioscope
Structured Wide Research

The fastest way to trust your AI process

Stop guessing if your prompt works. Helioscope helps you define a structured process, validate it against edge cases, and run it at scale—all without writing code.

Why traditional methods fail at scale

You're usually stuck between expensive manual review and unreliable "black box" automation.

Manual Review

High quality, but functionally impossible to scale.

  • $1.00+ per row cost
  • Weeks to process large datasets
  • Inconsistent human judgment

Helioscope

The Sweet Spot

Structured research that scales with your needs.

  • Near-zero marginal cost
  • Iterate in minutes, not months
  • Traceable, structured reasoning

Black Box AI

Fast and cheap, but dangerously unreliable.

  • Unknown hallucination rates
  • No structured validation
  • Hard to integrate into workflows

From Idea to Trusted Process

Helioscope isn't just a chatbot. It's an IDE for your research methodology.

Define your output

Don't settle for unstructured text. Use our visual builder to define exactly what you want to extract—sentiment scores, categories, or any structured data you need.

Iterate on the "Why"

The Prompt Optimizer helps you refine your instructions. Test your criteria against real data samples immediately. If the AI gets it wrong, tweak the prompt and re-run just that row until it clicks.

Scale with Confidence

Once your process is solid, run it on thousands of rows in parallel. Helioscope handles the infrastructure, rate limits, and verification. You just get the structured data ready for analysis.

Start your wide research today