Extract financial truth
in milliseconds.
Upload complex prospectuses, 10-Ks, earnings reports. Our RAG engine vectorizes your documents instantly for absolute retrieval precision.
What are the primary risk factors in Item 1A?
Q3 Revenue
$1.42B (+22%)
Built with world-class infrastructure.
The core technology stack behind our RAG engine.
System Design
in Motion.
Ingestion Engine
PDFs are instantly parsed. Complex tables and multi-column layouts are structurally preserved via semantic chunking.
Vectorization
Text segments are transformed into high-dimensional embeddings using OpenAI models, mapping conceptual relationships.
Sub-second Retrieval
Queries hit our Pinecone index, retrieving the most mathematically relevant document chunks instantly.
Vectorization Engine
OpenAI text-embedding-3-large
Q3 revenue increased by 22% YoY...
[0.821, -0.134, 0.567, 0.042, ..., 0.291]
Net income reached $1.42B driven...
[0.798, -0.201, 0.534, 0.087, ..., 0.315]
Primary risk factors include market...
[-0.342, 0.718, -0.091, 0.654, ..., 0.127]
Sub-second Retrieval
Pinecone Serverless | top_k: 5
SaaS revenue increased to $1.42B in Q3, representing a 22% year-over-year growth driven by enterprise adoption.
Net income reached $890M, primarily attributable to strong cloud services performance and operational efficiencies.
Cloud infrastructure services grew 31% YoY, with annual recurring revenue exceeding $5.2B across all segments.
Operating margins expanded 340bps to 28.7%, reflecting improved cost management and economies of scale.
Built for the Modern Analyst.
A high-precision extraction engine built with a cutting-edge stack to deliver financial insights with surgical accuracy.
Next.js 15
Blazing fast frontend with Server Components and optimized streaming UI.
FastAPI
High-performance Python backend handling complex PDF processing and RAG logic.
Pinecone
Serverless vector database for sub-second semantic retrieval at scale.
OpenAI
State-of-the-art embeddings and GPT-4o for deep financial reasoning.
Supabase
Real-time database and secure authentication for session persistence.
Azure AI
Enterprise-grade Document Intelligence for complex table extraction.
GSAP Motion
Fluid, high-performance animations for a premium user experience.
Tailwind 4
Modern, utility-first styling for a clean and responsive interface.
The Asymmetric Advantage.
Enterprise-grade infrastructure packed into a zero-friction consumer experience.
Instant Market Memory.
Query exact revenue metrics, risk factors (Item 1A), or management discussion & analysis (MD&A) across massive 10-K and 10-Q documents. Built to bypass manual Ctrl+F searches entirely.
Software-as-a-Service (SaaS) revenue increased to $1.42B in the third quarter, representing a 22% year-over-year growth.
Zero Onboarding.
No auth walls. No credit cards. Drop a file and start extracting insights immediately. Built for high-velocity analysts.
Ephemeral & Secure.
SOC2 compliant architecture. Vectors are strictly ephemeral. Data is processed in isolated memory enclaves and destroyed after your session.
Institutional Precision.
Powered by a deterministic extraction architecture. We combine OpenAI's embeddings with Pinecone's ultra-low latency vector search. Citation verification is natively built-in to aggressively mitigate hallucinations.