Dokta vs Prediction Pulse

AI-Powered Document Analysis Engine

Dokta's foundational feature is its advanced AI processing pipeline. Utilizing Claude (Anthropic) for intelligence and robust OCR, the system can ingest photos, scans, or PDFs and return a fully analyzed document in under 60 seconds. It automatically classifies the document type (invoice, quote, contract), extracts critical data fields like amounts, due dates, client details, and tax information, and structures this data for immediate use within the platform, requiring zero manual input for data extraction.

Automated Invoice & Quote Lifecycle Management

This feature provides a complete, integrated workflow for sales documentation. Users can generate professional invoices and quotes within the platform. For freelancers, it supports Time & Materials (TJM) contracts with automatic monthly invoicing. A key integration is the online quote acceptance system; sent quotes include a direct link for client approval, enabling one-click conversion of an accepted quote into a formal invoice, streamlining the deal-to-cash cycle.

Real-Time Cash Flow & Anomaly Dashboard

Dokta aggregates financial data from all processed documents to deliver a comprehensive, real-time overview of business health. The dashboard visualizes key metrics like invoiced vs. collected revenue, overdue payments, and VAT liabilities over a 12-month period. Furthermore, its integrated anomaly detection system monitors for risks such as changed IBANs, duplicate invoices, inconsistent VAT, and missing numbering, providing proactive financial governance.

Intelligent Client & Supplier Database

The platform automatically constructs and enriches a relational database of business contacts from every document processed. It uses SIRET numbers (French business registry) to auto-complete company information. For each client or supplier, Dokta maintains a complete history of interactions and implements a payment scoring system, offering valuable insights into payment behaviors and centralizing all entity-related data without manual CRM entry.

AI Pulse Score

The AI Pulse Score is a unique feature that evaluates every market on the platform, offering users a calculated probability score for various outcomes. This score helps identify where the crowd may be misjudging the likelihood of events, allowing traders to make more informed decisions based on AI-driven insights.

Market Aggregation

Prediction Pulse aggregates data from numerous prediction market platforms, including Polymarket and Manifold, providing users with a centralized view of live market odds. This feature facilitates easy comparison across platforms, enabling users to identify the best opportunities in real-time without needing to navigate multiple sites.

High-Confidence Calls

This feature highlights markets where the AI model demonstrates strong conviction in its predictions. By focusing on these high-confidence calls, users can identify events that are statistically less likely to occur according to AI analysis, equipping them to make strategic trading decisions.

Real-time Market Updates

With updates occurring every 15 minutes, Prediction Pulse ensures that users have access to the most current market data. This real-time functionality is crucial for traders who need to react quickly to changes in market sentiment and probabilities.

Freelance IT Developer / Consultant

For freelancers working on TJM or retainer contracts, Dokta automates the entire billing cycle. The platform can be configured to automatically generate monthly invoices based on contract terms, track their payment status, and send polite, professional payment reminders. This allows the developer to focus purely on coding while ensuring cash flow is managed systematically and reliably, directly from their document hub.

Creative Project Freelancer (Designer, Photographer)

Dokta streamlines the project-based workflow from proposal to payment. The freelancer creates a quote in Dokta and sends it via a client-facing acceptance link. Upon client approval, the quote is converted to an invoice with a single click. The platform then tracks this invoice, manages deadlines, and automates follow-ups, ensuring the creative professional can manage all client-facing financial documents within one integrated system.

Auto-Entrepreneur / Micro-Enterprise

This user benefits from Dokta's simplicity and compliance-focused features. The platform ensures invoices are correctly formatted, tracks all receipts and payments in one place, and provides clear visibility into turnover relative to tax thresholds. Automated alerts for URSSAF (French social charge) deadlines help prevent missed payments, making administrative compliance straightforward and integrated into daily document activity.

Growing Small Business (SMB)

For small teams, Dokta acts as a unified document and financial command center. It handles incoming supplier invoices, outgoing client invoices, and contracts. The real-time cash flow dashboard gives leadership an instant snapshot of financial health, while automated payment reminders improve collection rates. The ability to export clean CSV data for their accountant simplifies period-end reconciliation, integrating document management with broader financial oversight.

Informed Trading Decisions

Traders can leverage Prediction Pulse to make well-informed decisions based on AI-generated probability scores. By understanding where the market may be mispriced, traders can capitalize on advantageous positions for higher profitability.

Research and Analysis

Researchers can utilize Prediction Pulse as a data source for analyzing public sentiment and market predictions on various topics. The platform's aggregation of diverse markets allows for comprehensive research into trends and patterns in prediction markets.

Event Monitoring

Users interested in specific events can set alerts and monitor changes in market probabilities through Prediction Pulse. This use case is especially valuable for those who want to keep track of ongoing developments in prediction markets related to political events, economic changes, and more.

Educational Tool

Prediction Pulse serves as an educational resource for those new to prediction markets. By exploring the AI analyses and market comparisons, users can gain a better understanding of how prediction markets operate and learn strategies for effective participation.

Dokta is an AI-native document management platform engineered to automate the administrative backbone for freelancers, solo entrepreneurs, auto-entrepreneurs, and SMBs. It functions as a central nervous system for business documents, leveraging a sophisticated tech stack to eliminate manual data entry and process fragmentation. At its core, Dokta's AI engine, powered by Claude (Anthropic), performs OCR and intelligent classification to read, categorize, and extract key data from any uploaded invoice, quote, or contract in under 60 seconds. The platform then manages the entire document lifecycle: from creating professional invoices and quotes, tracking payments, and automating reminders, to managing contracts, deadlines, and generating actionable tasks. It integrates these workflows by automatically building a searchable client and supplier database from document interactions and provides real-time cash flow dashboards. With a focus on European compliance, data is 100% GDPR-compliant and hosted on AWS in Paris, featuring AES-256 encryption. Dokta's value proposition is clear: replace hours of weekly manual admin with a seamless, integrated system that turns documents into actionable business intelligence.

Prediction Pulse is a cutting-edge AI-powered intelligence platform designed for the dynamic realm of prediction markets. By aggregating data from various leading platforms like Polymarket and Manifold, Prediction Pulse organizes predictions related to real-world events into a coherent, easy-to-navigate format. The platform employs its proprietary Pulse Score probability engine to analyze thousands of markets, providing users with insights into the most probable outcomes and identifying potential mispricing opportunities.

Targeted towards traders, researchers, and anyone intrigued by future events, Prediction Pulse delivers a user-friendly interface that allows exploration of event pages and comparison of probabilities across multiple platforms. It also features AI-generated news that highlights significant movements in prediction markets, empowering users with timely and relevant information. By combining sophisticated market aggregation with advanced AI analysis, Prediction Pulse serves as a vital tool for understanding the collective forecast of the future as indicated by prediction markets.

How does Dokta ensure the security and privacy of my documents?

Dokta is built with a security-first architecture. All data is hosted on Amazon Web Services (AWS) in their Paris region, ensuring it remains within the European Union. The platform is fully compliant with GDPR regulations. Documents and data are protected using AES-256 encryption, both in transit and at rest. This technical stack provides enterprise-grade security tailored to the compliance needs of European freelancers and businesses.

What AI model does Dokta use, and how accurate is the data extraction?

Dokta utilizes Claude, Anthropic's advanced AI model, as the intelligence layer for document understanding and data extraction. Combined with high-performance OCR, this stack enables highly accurate classification and parsing of complex document layouts. The system is specifically trained on financial and administrative documents, achieving rapid analysis in under 60 seconds with minimal error, though users always have a final validation step to confirm extracted data.

Can Dokta integrate with my existing accounting software or other tools?

While Dokta is designed as a comprehensive, standalone platform, it offers robust export functionality to ensure compatibility with your existing workflow. You can export all financial data, including invoices, client lists, and transaction records, as a clean CSV file. This format is universally accepted by all major accounting software packages (like Sage, QuickBooks, etc.), allowing for seamless data transfer during bookkeeping or tax preparation periods.

What happens if I exceed my monthly document limit on my plan?

Each Dokta plan includes a set number of documents that can be processed per month. If you exceed this limit, the platform will notify you. You will then have the option to upgrade to a higher-tier plan that offers a larger document volume. This scalable model ensures you only pay for the capacity you need, allowing the platform to grow in tandem with your business's document processing requirements.

What is a prediction market?

A prediction market is a platform where participants can buy and sell contracts based on the outcome of future events. These markets aggregate collective knowledge and sentiments, often resulting in accurate predictions of real-world occurrences.

How does the AI Pulse Score work?

The AI Pulse Score is a probability score generated by an AI model that analyzes multiple markets. It assesses the likelihood of specific outcomes based on current market data, highlighting where the crowd may be mispricing events.

Can Prediction Pulse be used for any type of event?

Yes, Prediction Pulse covers a wide range of events, including political elections, economic forecasts, and technological advancements. The platform aggregates data from various sources to provide insights on diverse topics.

How frequently is the market data updated on Prediction Pulse?

Market data on Prediction Pulse is updated every 15 minutes, ensuring users have access to the latest information and can make timely decisions based on current market movements.

Dokta is an AI-powered document management platform designed for freelancers, solo entrepreneurs, and SMBs. It automates the lifecycle of business documents like invoices, quotes, and contracts, extracting data, tracking payments, and managing deadlines to reduce administrative overhead. Users often seek alternatives to Dokta for various reasons, including specific budget constraints, the need for different feature sets, or integration requirements with their existing tech stack. Some may require deeper compatibility with certain accounting software, a different pricing model, or a platform hosted outside of the European AWS infrastructure. When evaluating alternatives, key considerations should include the platform's API availability and webhook support for custom automations, its data extraction accuracy and supported file formats, and compliance with regional data sovereignty laws like GDPR. The ideal solution should seamlessly fit into your current workflow without creating new silos of information.

Prediction Pulse is an AI-driven intelligence platform that falls within the realm of prediction markets. It serves as an aggregator of various market data from platforms such as Polymarket and Manifold, analyzing this information to provide users with insights into market probabilities, trends, and outcomes. Given the dynamic nature of AI technology and market analysis, users often seek alternatives to Prediction Pulse to find solutions that better align with their specific needs or budgets. When exploring alternatives, users typically consider factors such as pricing, feature sets, and platform compatibility. Important aspects to evaluate include the depth of market analysis offered, the user interface experience, and whether the alternative provides similar or enhanced AI capabilities. Choosing the right alternative involves understanding how well it meets individual trading, research, or observational needs in the prediction market landscape.