The 3 Hard Challenges
Most tools ignore the real challenges of AI at scale.
We built Heliograph to answer them.
The prompt engineering paradox
How do you go from a broad task to a specific, repeatable prompt? We bridge the gap between high-level human intent and precise AI understanding.
The validation void
How do you ensure the AI isn't hallucinating? We focus authoritative human review specifically on the hardest edge cases where models are most likely to fail.
Massive parallel orchestration
How do you trigger thousands of agents in parallel? We handle the complex infrastructure to execute massive concurrent jobs without manual intervention.
What can you automate?
Whatever your role, if you deal with messy data, Heliograph can help.
Business Development
- Clean up messy lead lists and fill in missing company data
- Evaluate which prospects are a good fit for your product
- Write personalized sales emails for each prospect
Investment Analyst
- Screen companies against your investment criteria automatically
- Evaluate market opportunities from research reports
- Summarize hours of earnings call transcripts into key insights
Customer Support
- Automatically categorize support tickets by issue type
- Identify trends in customer complaints and feedback
- Generate response templates for common questions
Legal Associate
- Review contracts to identify potentially problematic clauses
- Summarize case law and legal precedents from documents
- Generate standard contract language and templates
Solving the Middle Ground
Manual review works for small data. Rules engines work for simple data.
But what about the messy middle? See our benchmarks.
Manual Review
Great for getting started and handling nuance, but it's slow and impossible to scale without hiring an army.
The Intelligent Middle
Heliograph gives you the nuance of human review with the scale of software. The perfect balance for complex data.
Rigid Systems
Outsourcing and rules engines can handle volume, but they fall apart when data requires context, judgment, or flexibility.
Clean data, fast turnaround.
Our workflow is designed for pragmatic teams who need results, not just tools.
AI-powered cleaning
Label and clean massive datasets automatically. We process thousands of rows while you grab a coffee.
Collaborative by design
Built for small teams. Share projects, align on prompts, and review results together seamlessly.
Confidence checks
Our system flags low-confidence results automatically. You simply make the cuts and examine the edge cases.