Dokta vs Prediction Pulse

Instant AI-Powered Document Analysis

Dokta's foundational feature is its lightning-fast AI analysis engine. Within 60 seconds of uploading a photo, scan, or PDF, the platform automatically reads the document using OCR, classifies its type (invoice, quote, contract), and extracts all key data fields such as amounts, due dates, client names, and VAT information. This process eliminates manual data entry entirely, ensuring accuracy and saving hours of administrative work per week.

Automated Invoicing & Quote-to-Invoice Workflow

This feature streamlines the entire billing cycle. Users can create professional invoices and quotes in just a few clicks. For freelancers on day-rate contracts, it supports automatic monthly invoice generation. Furthermore, quotes can be sent with an online acceptance link, allowing clients to approve digitally. Once accepted, conversion from an approved quote to a formal invoice is accomplished with a single click, creating a seamless and professional client experience.

Real-Time Cash Flow & Financial Dashboard

Dokta provides immediate financial clarity with a comprehensive, visual dashboard. It tracks key metrics in real-time: invoiced revenue, collected revenue, unpaid invoices, and VAT liabilities. The dashboard includes a 12-month graphical view, offering instant insight into your business's financial health. This allows solo entrepreneurs and SMBs to make informed decisions without manually compiling spreadsheets.

Intelligent Client Management & Anomaly Detection

The platform automatically builds and enriches your client and supplier database using SIRET number lookup. It assigns payment behavior scoring to help you assess risk. Crucially, its anomaly detection system acts as a safeguard, alerting you to potential issues like changed IBAN details, duplicate invoices, inconsistent VAT, or missing document numbering, protecting you from errors and fraud.

AI Pulse Score Engine

At the core of Prediction Pulse is its proprietary AI probability engine, which analyzes thousands of prediction markets to generate a "Pulse Score" for each one. This score represents the platform's AI-driven estimate of the true likelihood of an event occurring, independent of the current market price. It allows users to instantly identify discrepancies between the AI's assessment and the wisdom of the crowd, flagging markets that may be mispriced. Each score comes with a confidence level and a succinct "Pulse verdict" explaining the AI's reasoning.

Cross-Platform Market Aggregation

Prediction Pulse consolidates live odds and trading data from multiple major prediction market platforms, including Polymarket and Manifold, into a single, unified interface. This feature saves users immense time and effort, eliminating the need to manually check multiple sites. It provides a comprehensive overview of global prediction market activity, covering over 29,000 live markets that are updated every 15 minutes, ensuring data is current and actionable.

Event-Centric Intelligence

Moving beyond isolated markets, Prediction Pulse intelligently groups individual betting propositions into canonical real-world events. This organizational structure provides crucial context, allowing users to understand all related markets surrounding a specific topic, such as an election, a geopolitical conflict, or a technological milestone. This event-based approach transforms scattered data points into a coherent narrative about what the markets are predicting for future occurrences.

AI-Generated Market News & Analysis

The platform features a dynamic news section powered by AI that covers major movements and developments across the prediction market landscape. This content explains significant probability shifts, highlights high-conviction calls, and provides commentary on why markets may be moving in a certain direction. It serves as both a discovery tool and an educational resource, helping users stay informed on market sentiment and key trends.

The Freelance Developer or IT Consultant

For freelancers working on Time & Materials (TJM) contracts, Dokta automates the entire invoicing process. It can generate recurring monthly invoices based on the contract terms automatically. The freelancer simply reviews and approves with one click. This allows them to focus entirely on coding and client work while ensuring timely, accurate billing and payment tracking without any manual overhead.

The Creative Project Freelancer (Designer, Photographer)

This professional benefits immensely from the integrated quote-to-invoice workflow. They create a project quote in Dokta and send it via a professional online acceptance link. Upon client approval, the system instantly generates the corresponding invoice. It also manages project-based documents, tracks payments for each milestone, and automates follow-ups on late payments, streamlining the entire creative project lifecycle.

The Auto-Entrepreneur or Micro-Entrepreneur

For solo entrepreneurs under simplified tax regimes, Dokta ensures compliance and simplicity. It generates legally compliant invoices, tracks all receipts and payments against URSSAF contribution ceilings, and sends alerts for upcoming declaration deadlines. This eliminates the stress of manual tracking and potential errors, providing a clear, centralized view of their business health in a user-friendly package.

The Growing Small Business (SMB)

Small businesses with a higher volume of documents use Dokta to bring order to financial operations. The platform handles inbound supplier invoices, outbound client invoices, and contracts. The real-time cash flow dashboard gives the business owner immediate insight into their financial position, while automated payment reminders help maintain healthy cash flow. CSV export simplifies accountant collaboration.

Identifying Trading Alpha for Speculators

Active traders and speculators on platforms like Polymarket use Prediction Pulse to systematically discover "edge" opportunities. By scanning the "Top Edge Markets" section, they can quickly find markets where the AI's Pulse Score significantly diverges from the current trading price. This data-driven insight helps inform betting strategies, allowing traders to take positions they believe the crowd has mispriced before the market corrects itself.

Researching Collective Intelligence and Sentiment

Academics, journalists, and policy analysts utilize the platform as a research tool to gauge public sentiment and collective wisdom on future events. The aggregated probability data across thousands of markets serves as a quantitative pulse on topics like political stability, economic trends, and societal expectations. Researchers can track how these probabilities evolve over time in response to real-world news, studying the markets as a form of aggregated forecasting.

Event Monitoring and Risk Assessment

Business professionals and organizations use Prediction Pulse to monitor probabilistic forecasts on events that could impact their operations or strategic planning. For example, a company could track markets related to regulatory changes, geopolitical tensions, or technological breakthroughs. The AI's synthesized view and event pages provide a streamlined way to assess the perceived likelihood of various future scenarios that constitute potential risks or opportunities.

Casual Exploration of Future Trends

Curious observers and enthusiasts with an interest in forecasting, politics, sports, or technology browse Prediction Pulse to explore what prediction markets are signaling about the future. The intuitive event pages and AI explanations make complex market data accessible, allowing anyone to easily see the current consensus (and dissent) on questions about everything from election outcomes to the timeline of AGI.

Dokta is a transformative AI-powered document management platform engineered specifically for the modern independent professional and small business. It directly addresses the chronic administrative burden that plagues freelancers, solo entrepreneurs, auto-entrepreneurs, and SMBs, turning document chaos into automated clarity. At its core, Dokta functions as an intelligent document hub: you simply drop any document—be it an invoice, quote, contract, or receipt—and its advanced AI engine, powered by Claude from Anthropic, reads, classifies, and extracts critical data in under 60 seconds. This is not just OCR; it's contextual understanding that identifies document type, amounts, due dates, and client details. But Dokta goes far beyond simple analysis. It manages the entire document lifecycle, enabling users to create professional invoices and quotes, track payments, automate polite reminders for unpaid invoices, manage contract deadlines, and even generate actionable tasks directly from documents. It builds a living client database automatically, provides real-time cash flow dashboards, and offers CSV exports for accountants. By eliminating lost files, missed deadlines, and manual data entry, Dokta reclaims valuable time, safeguards revenue, and provides unparalleled financial visibility. With a strong commitment to data privacy—being 100% GDPR compliant and hosted on AWS in Europe—Dokta securely places your documents at the heart of your business operations, managed intelligently by AI.

Prediction Pulse is an advanced intelligence platform designed to bring clarity and insight to the often-chaotic world of prediction markets. It functions as a sophisticated aggregator and analyst, sourcing live market data from leading platforms like Polymarket and Manifold. However, its true power lies in its proprietary AI engine, which goes beyond simple aggregation. The platform groups related markets into canonical real-world events, providing a consolidated view of collective sentiment on topics ranging from geopolitics and technology to sports and entertainment. For each of the nearly 30,000 markets it tracks, Prediction Pulse calculates a unique "Pulse Score"—an AI-generated probability estimate of the most likely outcome. This allows users to instantly see where the platform's AI disagrees with the current crowd-sourced market price, highlighting potential mispricings and edge opportunities. By combining real-time data aggregation, event-based organization, and deep AI analysis, Prediction Pulse serves as an essential tool for traders seeking alpha, researchers studying collective intelligence, and curious observers who want to understand what these markets are signaling about future events.

How does Dokta's AI analysis work and how accurate is it?

Dokta uses a combination of advanced Optical Character Recognition (OCR) and Anthropic's Claude AI model to understand documents contextually. It doesn't just read text; it comprehends document structure to identify types and extract relevant fields like totals, dates, and parties involved. The accuracy is very high for standard document formats, and the system learns from user validations. You always review and confirm the extracted data, ensuring a perfect final record.

Is my data secure and private with Dokta?

Absolutely. Data security and privacy are paramount for Dokta. The platform is fully compliant with the EU's General Data Protection Regulation (GDPR). All data is encrypted using AES-256 standards and is hosted exclusively on Amazon Web Services (AWS) servers located in Paris, France. This ensures that your sensitive business and client information remains within the European Union under strict privacy laws.

What happens if I exceed my monthly document limit?

If you exceed the document limit on your chosen plan, Dokta will notify you. You will typically have options to upgrade your plan to a higher tier with a larger document allowance for the remainder of your billing cycle. It's designed to be flexible, allowing you to scale your usage up as your business grows without interruption to your service.

Can I try Dokta for free before committing to a paid plan?

Yes, Dokta offers a generous free Discovery tier to get started. This plan allows you to process up to 15 documents per month (with a 5-page maximum per document) at no cost. It includes access to the free invoice generator and unlimited client database. You can explore all core features without providing credit card details, allowing for a truly risk-free evaluation of the platform.

What is a Pulse Score?

The Pulse Score is Prediction Pulse's proprietary AI-generated probability estimate for a given prediction market outcome. It represents the platform's analysis of the most likely result, which is then compared against the current market price. A significant difference between the Pulse Score and the market price indicates a potential mispricing or "edge" opportunity, as highlighted in the platform's dedicated sections.

Which prediction market platforms does Prediction Pulse aggregate data from?

Based on the provided content, Prediction Pulse currently aggregates live market data from at least two major platforms: Polymarket and Manifold. The platform lists over 29,000 live markets sourced from these and potentially other integrated platforms, with all data being refreshed automatically every 15 minutes to ensure users have access to the latest odds and trading volumes.

How does the AI determine its probability scores?

While the exact proprietary algorithms are not disclosed, the AI engine analyzes the aggregated market data alongside relevant contextual information to generate its Pulse Score. The system provides a confidence level (e.g., 55/100, 85/100) with each score and often includes a brief "Pulse verdict" that explains its reasoning, such as noting "insufficient data for a confident assessment" or stating that a "market appears fairly priced."

What does "High Confidence Calls" mean?

The "High Confidence Calls" section showcases markets where Prediction Pulse's AI model has a strong conviction in its assessment, typically indicated by a higher confidence score (e.g., 70/100 or above). These are markets where the AI believes its Pulse Score is particularly reliable, whether it aligns with the market price (marked "Fair") or shows a smaller, but more confident, divergence.

Dokta is an AI-powered document management platform designed to automate the administrative workflow for freelancers, solo entrepreneurs, and small to medium-sized businesses. It belongs to the category of business automation and financial management tools, focusing on turning documents like invoices, quotes, and contracts into actionable data and automated processes. Users often explore alternatives to find a solution that aligns perfectly with their specific needs. Common reasons include budget constraints, the need for different feature sets such as deeper accounting integration or project management, or a preference for platforms hosted in different regions. The search for the right tool is a natural part of business growth and operational refinement. When evaluating alternatives, key considerations should include the core automation capabilities, the ease of use, security and data residency standards, scalability of pricing plans, and how well the tool integrates into your existing business ecosystem. The goal is to find a system that not only manages documents but actively streamlines your unique operational workflow.

Prediction Pulse is an AI-powered intelligence platform in the business and finance category, specifically designed for prediction markets. It aggregates data from various market platforms, groups them into real-world events, and uses a proprietary AI engine to analyze probabilities and trends. Users often explore alternatives for several reasons. Some may seek different pricing models or free tiers with more limited features. Others might need platforms with a stronger focus on specific types of markets, different analytical tools, or a user interface that better matches their workflow. The need for raw data access versus curated intelligence also drives the search for different solutions. When evaluating an alternative, consider the core value you need. Key factors include the breadth of markets and platforms aggregated, the sophistication of the probability analysis and AI insights provided, the clarity of data visualization, and the overall cost relative to the features offered. The best choice aligns with your specific goals, whether you're a serious trader, a researcher, or a casual observer.