.jpg)
Changelog
See what's new in Perspectec - we're constantly improving our platform.
Authentication System Design
Planning of secure authentication system with JWT tokens, phone verification, and credit management integration.
Business Value:
Secure authentication protects user data and enables trusted financial analysis platform.
API Architecture Planning
Design of RESTful API structure for document processing, user management, and financial data extraction workflows.
Business Value:
Well-designed API architecture enables frontend integration and future third-party integrations.
Database Architecture Design
Design of PostgreSQL database schema with TimescaleDB for financial time series data and user management integration.
Business Value:
Scalable database architecture supports growing user base and historical financial data storage.
Balance Sheet Validation Framework
Creation of comprehensive accounting validation system ensuring balance sheet equations and financial statement integrity.
Business Value:
Automated validation prevents errors and builds confidence in extracted financial data.
Multi-Library Consensus Algorithm
Development of consensus-based validation system requiring multiple extraction libraries to agree on financial data for accuracy assurance.
Business Value:
Consensus validation algorithm ensures institutional-quality accuracy for financial analysis.
PDF Extraction Technology Validation
Proof of concept testing of Python libraries (pdfplumber, tabula-py, camelot) for financial document processing accuracy and reliability.
Business Value:
Technical validation proves feasibility of institutional-quality extraction using open-source libraries.
User Persona Development
Definition of target user personas including institutional investors, sell-side analysts, and independent researchers with specific workflow requirements.
Business Value:
Clear user personas guide product development and feature prioritization for target market needs.
Competitive Landscape Analysis
Analysis of existing financial analysis tools, identifying opportunities for AI-powered automation and institutional-quality accuracy improvements.
Business Value:
Competitive insights guide product positioning and feature prioritization for market differentiation.
Credit-Based Pricing Model Design
Development of transparent credit-based pricing system balancing user value with operational costs for sustainable business growth.
Business Value:
Transparent pricing model builds user trust and enables predictable revenue scaling.
Accuracy Requirements Definition
Definition of institutional-quality accuracy standards requiring 100% exact match for financial data extraction and comprehensive validation frameworks.
Business Value:
Institutional accuracy standards differentiate platform from competitors and build user trust.