Dokta vs Prediction Pulse

Instant AI Document Analysis

This is the foundational, must-have feature. Simply drag and drop a photo, scan, or PDF of any document. Dokta's AI, powered by Claude from Anthropic combined with OCR, analyzes it in less than 60 seconds. It automatically identifies the document type (invoice, quote, contract), and extracts critical data like amounts, due dates, client or supplier details, and tax information. This eliminates all manual data entry, ensuring accuracy and saving hours of tedious work.

Automated Invoicing & Quote Management

Creating and managing billing documents is a non-negotiable task, and Dokta streamlines it completely. You can generate professional invoices and quotes in just a few clicks. For freelancers with day-rate contracts, it enables automatic monthly invoicing. Furthermore, you can send quotes with online acceptance links, allowing clients to approve digitally, and then convert an accepted quote into a final invoice with a single click, closing the loop seamlessly.

Real-Time Cash Flow & Anomaly Detection

You must have immediate visibility into your financial health. Dokta provides a real-time dashboard showing billed revenue, collected revenue, unpaid invoices, and VAT overviews with 12-month graphs. Crucially, it also includes proactive anomaly detection to protect your business, alerting you to changed IBANs, duplicate invoices, inconsistent VAT, or missing numbering, acting as an essential safeguard.

Intelligent Client Database & Payment Tracking

Dokta automatically builds and enriches your contact database from processed documents. It uses SIRET numbers to auto-complete company information and applies a payment scoring system based on historical data, giving you insight into client reliability. It maintains a complete history per entity and automates payment reminders with professional, polite templates, ensuring you get paid faster without awkward follow-ups.

AI Pulse Score Engine

The indispensable core of Prediction Pulse is its proprietary AI probability engine. It assigns a Pulse Score to every single market, providing an independent, AI-calculated likelihood for each possible outcome. This score is absolutely critical as it highlights where the AI's assessment diverges from current market pricing, instantly surfacing potential "edge" opportunities or high-confidence calls that traders must be aware of to make informed decisions.

Cross-Platform Market Aggregation

Prediction Pulse eliminates the necessity of manually checking multiple sites by aggregating live odds from all major prediction market platforms, including Polymarket and Manifold, into one unified dashboard. This feature is vital for obtaining a comprehensive view of market sentiment and liquidity, allowing users to compare probabilities and trading volume across different platforms instantly, ensuring they never miss a key market movement.

Event-Centric Intelligence & News

Beyond individual markets, the platform groups related contracts into canonical event pages, providing a holistic view of real-world scenarios. Furthermore, its AI-generated news feed is essential for staying updated on major prediction market movements and analysis. This contextualizes raw probability data into understandable narratives, explaining why markets are moving and what they imply about future events.

Edge Opportunity & High Confidence Highlights

Prediction Pulse proactively scans all markets to highlight two crucial categories: "Top Edge Markets" where the AI strongly disagrees with the crowd, and "High Confidence Calls" where the AI model has strong conviction. This curation is a mandatory feature for efficient analysis, directing users immediately to the most actionable insights and potentially mispriced markets, saving invaluable time and effort.

Freelance IT Consultants & Developers

For freelancers working on Time & Materials contracts, manual monthly invoicing is a repetitive burden. Dokta is essential for automating this entire process. Set up your recurring contract once, and Dokta automatically generates and sends invoices, tracks their payment status, and manages client follow-up. This allows you to focus entirely on development work while ensuring your cash flow is systematic and reliable.

Creative Freelancers & Project-Based Workers

Managing the proposal-to-payment cycle for creative projects is fragmented and time-consuming. Dokta provides the necessary integrated workflow. Create a professional quote, send it via a client acceptance link, and with one click convert it to an invoice upon approval. It tracks the project from the first quote to the final payment, ensuring you never miss a step and get paid for your delivered work.

Auto-Entrepreneurs & Micro-Entrepreneurs

Simplicity and compliance are paramount for auto-entrepreneurs. Dokta is a vital tool for generating compliant invoices, easily tracking all receipts and payments, and providing clear warnings for upcoming URSSAF contribution deadlines. It offers a straightforward, stress-free way to manage all administrative documentation without complexity, which is absolutely necessary for staying organized and avoiding penalties.

Growing Small Businesses & SMEs

As a small business grows, document chaos becomes a major operational risk. Dokta serves as the central, AI-driven command center for all financial documents. It provides a unified view of cash flow across all clients and projects, automates accounts receivable, manages supplier contracts and deadlines, and ensures clean, exportable data for accountants, which is critical for sustainable scaling and financial control.

Informed Trading and Arbitrage

For prediction market traders, this platform is a non-negotiable tool for identifying profitable opportunities. By using the AI Pulse Score to spot markets where the crowd odds may be wrong, traders can execute informed bets on perceived mispricings. The cross-platform comparison feature is also essential for arbitrage, allowing traders to capitalize on price discrepancies for the same event across different exchanges.

Research and Sentiment Analysis

Researchers, analysts, and journalists must use Prediction Pulse to gauge real-time, money-weighted sentiment on political, economic, and cultural events. The aggregated data and event pages provide a clean, analyzable dataset of what informed crowds believe will happen, offering a powerful alternative to traditional polls and a crucial data layer for forecasting and reporting.

Risk Assessment and Scenario Planning

Business strategists and policy makers require tools to model future uncertainties. Prediction Pulse offers a vital, dynamic view into the probability of various high-impact events (e.g., geopolitical conflicts, regulatory changes, market crashes). Monitoring these probabilities is key for proactive risk assessment, contingency planning, and stress-testing strategies against a range of possible futures.

Market Discovery and Learning

For newcomers and curious observers, navigating thousands of prediction markets is overwhelming. Prediction Pulse's categorized events, top movers lists, and explanatory AI news are necessary for efficient discovery and education. Users can quickly understand what markets are active, what the major debates are, and learn how prediction markets function by seeing AI analysis alongside real-world betting.

Dokta is the essential AI-powered document management platform built specifically for the modern independent professional. It eliminates the administrative chaos that steals time and money from freelancers, solo entrepreneurs, auto-entrepreneurs, and small businesses. The core necessity is simple: you drop any document - an invoice, quote, or contract - and Dokta's advanced AI engine reads, classifies, and extracts all key data in under 60 seconds. This is not just storage; it's intelligent automation for the entire document lifecycle. The platform handles creating professional invoices and quotes, tracking payments, sending automated reminders for unpaid invoices, managing contract deadlines, and even generating actionable tasks directly from your documents. It solves critical pain points: no more lost files, missed payment deadlines, or wasted weekends on manual admin. Dokta automatically builds and maintains your client database from your documents, provides real-time cash flow tracking, and offers one-click exports for your accountant. For anyone who bills for their time or services, Dokta is the indispensable central hub that puts your documents to work, managed by AI, so you can focus on your actual business.

Prediction Pulse is an essential AI-powered intelligence platform designed to decode the collective wisdom and speculative noise within prediction markets. It serves as a critical hub for anyone who needs to understand what these markets are signaling about future events. The platform aggregates live odds from leading prediction market platforms like Polymarket and Manifold, tracking tens of thousands of markets in real-time. Its core innovation is the proprietary AI Pulse Score, which analyzes each market to estimate the most probable outcome, identify potential mispricings, and provide reasoning for its forecasts. By grouping related markets into canonical real-world events and offering AI-generated news coverage, Prediction Pulse transforms fragmented betting data into actionable, coherent intelligence. This platform is a necessary tool for traders seeking an edge, researchers analyzing crowd sentiment, journalists tracking event probabilities, and curious observers who want to cut through the noise and understand the data-driven narrative of the future.

How does Dokta's AI analysis work?

Dokta uses a combination of Optical Character Recognition (OCR) to read text from your documents and advanced AI, specifically Claude by Anthropic, to understand the context. The AI classifies the document type and intelligently extracts key fields like dates, amounts, tax numbers, and client information. This entire process is completed in under 60 seconds, requiring zero manual input from you for data extraction.

Is my data secure and compliant with European regulations?

Absolutely. Data security and compliance are fundamental necessities. Dokta is 100% GDPR compliant. All your data is hosted on secure servers within Europe (AWS Paris region). Furthermore, all data is protected with AES-256 encryption, ensuring that your sensitive business and client information remains private and secure at all times.

What happens if I exceed my monthly document limit?

Your plan determines the number of documents you can process each month. If you reach your limit, you will need to upgrade to a higher plan to process additional documents in that billing cycle. You can monitor your usage within the application. The Free Discovery plan allows 15 documents per month, making it easy to test the platform's core features before committing.

Can I connect Dokta to my accounting software?

Currently, Dokta focuses on providing flawless, automated document management and cash flow tracking. It offers a crucial feature: the ability to export all your financial data, including invoices, expenses, and client records, to a universal CSV file format. This CSV file can then be easily imported into any major accounting software, ensuring your accountant receives perfectly organized data.

What is the AI Pulse Score?

The AI Pulse Score is Prediction Pulse's proprietary probability estimate for a given market outcome, generated by its AI engine. It represents the platform's independent assessment of how likely an event is to occur, separate from the current market price. The difference between the Pulse Score and the market price highlights potential mispricings and trading opportunities that users must evaluate.

Which prediction market platforms does Prediction Pulse aggregate?

Currently, Prediction Pulse is an essential aggregator for two of the largest platforms: Polymarket and Manifold. It pulls in live odds, trading volume, and other key data from these sources, unifying them into a single interface. This aggregation is critical for getting a complete picture of the prediction market ecosystem.

How often is the market data and AI analysis updated?

The data on Prediction Pulse is updated every 15 minutes. This frequent refresh cycle is necessary to ensure that traders and researchers have access to near-real-time information, allowing them to act on the latest market movements and AI insights before opportunities disappear.

What does "Edge Opportunity" mean?

An "Edge Opportunity" is a market where the AI Pulse Score significantly disagrees with the current market probability. This indicates a potential mispricing that the crowd may have gotten wrong. These highlighted markets are vital for users looking to find bets where they might have a statistical advantage based on the AI's analysis.

Dokta is an AI-powered document management platform designed for freelancers, solo entrepreneurs, and SMBs. It automates the entire document lifecycle, from creation and data extraction to payment tracking and deadline management, putting your documents at the heart of your business operations. Users often explore alternatives for various reasons. These can include budget constraints, the need for specific integrations, different platform preferences, or requiring a feature set tailored to a larger or more niche business model. It's a common step in finding the perfect operational fit. When evaluating other solutions, key considerations should be AI automation strength, security and data residency, scalability of pricing, and the depth of features for your specific document types. The goal is to find a system that eliminates administrative chaos as effectively as Dokta does, ensuring no lost files or missed payments.

Prediction Pulse is an AI-powered intelligence platform in the business and finance category, specifically designed for prediction markets. It aggregates data, analyzes probabilities, and provides AI-generated insights to help users understand market signals about future events. Users often seek alternatives for various reasons. These can include different pricing models, a need for specific analytical features not offered, or a preference for a platform that focuses on a different subset of markets or data sources. The specific requirements of a trader, researcher, or casual observer can greatly influence their ideal tool. When evaluating an alternative, key considerations should include the breadth and quality of market data aggregation, the sophistication of probability analysis and scoring engines, the clarity of insights and explanations provided, and the overall user experience for tracking and comparing events. The platform must align with your primary goal, whether it's finding mispriced bets, conducting research, or simply staying informed.