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Helioscope

Where Helioscope Shines

Helioscope fills the gap between slow manual review and rigid rule-based systems. It's for teams who need the nuance of human judgment at the scale of automation.

Perfect for tasks that are too complex for simple rules, too sensitive for outsourcing, and too large for manual processing.

The Intelligent Middle Ground

🐢

Manual Review

High quality, but doesn't scale. Hours per hundred items. Inconsistent across reviewers.

✨

Helioscope

Context-aware AI at scale. Process thousands in minutes. Consistent, structured output.

🤖

Rule-Based Systems

Fast but brittle. Misses context. Fails on edge cases and messy real-world data.

Real-World Use Cases

See how teams use Helioscope to process data that's too messy for rules and too large for manual review

Content Moderation at Scale

Keep your community safe without sacrificing nuance

Your platform is growing fast, and users are posting thousands of comments daily. Manual moderation can't keep up, and outsourcing loses the cultural context needed to catch subtle policy violations. You need consistent, intelligent classification that understands your community.

Sample Inputs
This product is absolute garbage, the people who made it should be ashamed of themselves
Hey everyone! Check out my crypto opportunity at quickmoney.com - guaranteed 500% returns!
I disagree with this article's main point. The evidence suggests a different conclusion.
Structured Output
violation_typeLiteral
"spam"
severityLiteral
"high"
actionLiteral
"remove"
confidenceint
9
reasoningstr
"Promotional link..."

Customer Feedback Categorization

Turn thousands of tickets into actionable insights

Your support inbox is flooded with tickets and reviews. You need to extract actionable insights—what product areas are struggling, which issues are urgent, and what patterns are emerging. Rules-based systems miss the context and nuance in how customers express frustration or praise.

Sample Inputs
The checkout process keeps freezing on mobile. I've tried 3 times and lost my cart each time. Really frustrating - been a customer for 5 years!
Love the new dashboard design! It's so much easier to find what I need. Great job team!
When will you add dark mode? My eyes hurt using your app at night. Also, the price increase was not cool.
Structured Output
sentimentLiteral
"negative"
urgencyint
5
product_areaLiteral
"checkout"
themesList[str]
["mobile", "cart"]
summarystr
"Mobile checkout..."

Resume & Application Screening

Find qualified candidates faster without bias

Hiring managers are drowning in applications. For each open role, hundreds of resumes need screening against specific requirements. Keyword matching misses qualified candidates with non-standard backgrounds, while manual review takes weeks. You need intelligent screening that understands context.

Sample Inputs
Senior Software Engineer with 8 years experience in Python and distributed systems. Led a team of 5 at Google building ML infrastructure. Stanford CS degree.
Recent bootcamp graduate passionate about web development. Built 3 personal projects using React and Node. Previously worked as a marketing coordinator for 4 years.
10+ years in sales and business development. Managed $5M territory. Looking to transition into tech product management. Currently taking PM courses online.
Structured Output
experience_levelLiteral
"senior"
years_experienceint
8
skills_matchedList[str]
["Python", "ML"]
fit_scoreint
85
recommendationLiteral
"strong_yes"

Legal Document Analysis

Review contracts faster while catching more risks

Law firms review hundreds of contracts monthly—looking for risky clauses, non-standard terms, and compliance issues. Outsourcing risks confidentiality, and junior associates spend weeks on document review. You need secure, consistent analysis that catches what humans might miss.

Sample Inputs
The Vendor shall indemnify Client against all claims arising from Vendor's negligence, with no cap on liability. Governing law: State of Delaware.
Either party may terminate this agreement with 30 days written notice. Upon termination, Client shall pay all outstanding invoices within 10 business days.
Confidential information excludes information that becomes publicly available. Non-compete period: 5 years post-termination within 500-mile radius.
Structured Output
clause_typeLiteral
"liability"
risk_levelLiteral
"high"
is_standardbool
false
key_termsList[str]
["no cap"]
flagsList[str]
["Review needed"]

Product Catalog Enrichment

Standardize messy supplier data automatically

Your e-commerce catalog has thousands of products from dozens of suppliers, each with inconsistent, messy descriptions. You need to standardize attributes for search and filtering—but every supplier formats data differently. Rules can't handle the variety; you need intelligent extraction.

Sample Inputs
Nike Air Max 90 - Men's Running Shoe, Size 10.5, White/Black colorway, Retail $150, lightweight mesh upper
Beautiful handmade ceramic vase, approx 12 inches tall, blue glaze with floral pattern, made in Portugal, microwave safe: NO
SAMSUNG 65-inch 4K Smart TV (2024 Model) - QLED, 120Hz refresh, HDR10+, built-in Alexa, wall-mountable
Structured Output
categoryLiteral
"electronics"
brandstr
"Samsung"
attributesList[str]
["4K", "QLED"]
price_centsint
0
completenessint
8

Ready to Process Your Data?

Create your first project in under a minute. Upload your data, define your schema, and let Helioscope do the heavy lifting.

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