CIRAL Studio

Projects

The studio is multimedia. Defensive APIs, mobile applications, and soon visual creations.

API Services

Silent guardians for your automated systems. Verdicts, not suggestions.

DataUsabilityVerdict

"Can this external data be safely used?"

Deterministic verdict for external API data. USABLE or UNUSABLE. Zero LLM, stateless.

ProductMatch

"Are these the same product?"

Compares two e-commerce product listings. For arbitration, catalog sync, comparators.

FinancialSignals

"What signals hide in this data?"

Transforms your financial data into normalized signals: trend, momentum, risk, volatility.

HotelSignals

"What's the vibe of this place?"

Transforms hotel data into filterable signals: social_score, solo_friendly, party_level, vibe.

WriteVerdict

"Can this output be safely written?"

Validates payloads before database writes. ALLOW, WARNING or BLOCK.

DeployVerdict

"Can this deploy safely?"

Send your post-deploy metrics, receive a SAFE, WARNING or STOP verdict.

ExplainMyCode

"What does this code actually do?"

Code analysis: summary, security flaws, dependencies, complexity. Structured JSON.

Videolyze

"What are viewers really saying?"

Extracts sentiments, recurring themes, questions and insights from YouTube comments.

playlist_add

More APIs are in development.

Applications

Concrete tools for everyday use.

smartphone

ÉluScope

"What are our elected officials really doing?"

French parliamentary activity tracker. Votes, attendance, amendments. Civic transparency.