Dokta vs Prediction Pulse

Instant AI Document Analysis

At the heart of Dokta is its powerful AI engine, powered by Claude from Anthropic. Within 60 seconds of uploading a photo, scan, or PDF, it performs automatic OCR reading, classifies the document type (invoice, quote, contract), and extracts critical data like amounts, due dates, and client details. This eliminates manual data entry, ensuring accuracy and saving you hours of tedious work every week.

Automated Invoicing & Quote Management

Dokta streamlines your entire billing workflow. Create professional invoices and quotes in just a few clicks. For freelancers on day-rate contracts, it can even automate monthly invoicing. A standout feature is the online quote acceptance; send a quote with a link for clients to approve, and convert it to an invoice with a single click, seamlessly moving from proposal to payment.

Real-Time Cash Flow Dashboard

Gain instant clarity on your financial health. Dokta’s dashboard provides a real-time overview of your invoiced revenue, collected cash, outstanding payments, and VAT. With a visual 12-month graph, you can track trends, forecast earnings, and make informed business decisions without ever opening a separate accounting spreadsheet.

Anomaly Detection & Client Intelligence

Dokta acts as your vigilant guardian. Its AI proactively detects anomalies in your documents, such as changed IBAN numbers, duplicate invoices, inconsistent VAT, or missing numbering. Furthermore, it automatically enriches contact details using SIRET numbers and provides payment scoring for clients and suppliers, building a smart, historical database of every business relationship.

AI Pulse Score Engine

At the core of the platform is the proprietary Pulse Score, an AI-driven probability engine that independently analyzes every single prediction market. It goes beyond simply reflecting current odds by calculating its own estimate of an event's true likelihood. This score is presented alongside market prices, instantly highlighting discrepancies and potential mispricings where the AI's conviction diverges from the crowd's, offering a quantifiable edge for deeper investigation.

Cross-Platform Market Aggregation

Prediction Pulse acts as a unified command center, pulling in and continuously updating thousands of live markets from major platforms like Polymarket and Manifold. This aggregation saves users from the tedious task of checking multiple sites, providing a single, comprehensive view of global prediction market activity. All data is refreshed every 15 minutes, ensuring you have access to the most current trading signals and market movements in one place.

Canonical Event Grouping

Instead of presenting a chaotic list of individual bets, the platform's AI intelligently groups related markets into canonical real-world events. This transforms isolated predictions about political races, economic indicators, or tech milestones into cohesive event pages. This narrative structure allows users to understand the broader story, compare probabilities across different platforms for the same underlying event, and gain a holistic view of market sentiment on future outcomes.

AI-Generated Market News & Insights

To help users navigate major market movements, Prediction Pulse features an AI-generated news feed. This content automatically covers significant swings, volume surges, and interesting developments across the prediction market landscape. It doesn't just report the numbers; it provides context and explains the potential reasons behind the volatility, turning raw data into understandable intelligence for informed decision-making.

The Freelance Developer or IT Consultant

For the freelance developer managing time-based contracts, Dokta is a game-changer. Set up a recurring day-rate contract once, and Dokta automatically generates and sends invoices monthly. It tracks payments and sends polite, professional reminders for late payers. This allows the developer to focus entirely on coding, confident that their cash flow is managed automatically and reliably.

The Creative Project Freelancer (Designer, Photographer)

Managing the project lifecycle from quote to final payment is seamless with Dokta. A graphic designer can create a quote, send it for online client acceptance, and with one click, turn the approved quote into a formal invoice. The platform tracks the project’s payment status and manages deadlines, ensuring creatives spend more time designing and less time on administrative follow-ups.

The Auto-Entrepreneur / Micro-Entrepreneur

Simplicity and compliance are key for auto-entrepreneurs. Dokta ensures all invoices are compliant, tracks collections against the URSSAF income ceiling, and sends alerts for contribution deadlines. It provides a straightforward, stress-free way to manage documentation and cash flow without the complexity of traditional accounting software, perfect for those just starting out.

The Growing Small Business (SMB)

For a small retail shop or service-based SMB, Dokta centralizes all document management. It handles incoming supplier invoices, outgoing customer quotes, and contracts. The real-time cash flow dashboard gives the owner an immediate snapshot of the business's financial standing, while automated payment reminders help maintain healthy cash flow, supporting sustainable growth.

The Discerning Trader Seeking Alpha

For traders on platforms like Polymarket, Prediction Pulse is a vital scouting tool. By scanning the "Top Edge Movers" list, a trader can quickly identify markets where the AI's Pulse Score significantly disagrees with the current market price. This highlights potential mispricings—opportunities to buy "YES" or "NO" shares that the AI believes are undervalued. It provides a data-driven second opinion to validate or challenge their own theses before committing capital.

The Researcher Analyzing Collective Wisdom

Academics, journalists, and policy analysts use prediction markets as a sophisticated polling mechanism. Prediction Pulse aids this research by aggregating sentiment across platforms and organizing it around specific events. A researcher studying geopolitical risk can easily track the evolving probability of a ceasefire or regime change, using the AI's analysis and market volume data to gauge the strength and shifts in collective forecasting.

The Curious Observer Exploring the Future

For anyone fascinated by forecasting and future trends, Prediction Pulse offers a captivating window into the crowd's expectations on everything from politics to technology. The event pages and AI explanations tell a story about what people believe is coming next. It’s a tool for lifelong learners to explore probabilities on thousands of questions, satisfying curiosity about the future in a structured, data-rich format.

The Portfolio Manager Monitoring Risk Catalysts

Investment professionals can use the platform to monitor real-time sentiment on events that could impact financial markets. By following events related to elections, regulatory decisions, or macroeconomic indicators, a manager can see how prediction market odds shift in response to news. This provides an unfiltered, bet-backed perspective on the probability of potential market-moving events, complementing traditional analysis.

Imagine a Sunday evening, the last light fading, and you're hunched over a spreadsheet, chasing down unpaid invoices and trying to remember which contract expires next week. This was the reality for countless freelancers and small business owners—until Dokta arrived. Dokta is your AI-powered business partner, designed to liberate you from the administrative grind. It’s a document management platform that thinks for you. Simply drop any document—an invoice, a quote, a contract—and in under 60 seconds, Dokta’s AI engine reads, classifies, and extracts the key data. It doesn't just stop at analysis; it manages the entire document lifecycle. From creating professional invoices and quotes to tracking payments, automating reminders, managing contract deadlines, and even generating tasks, Dokta turns your documents into actionable intelligence. It builds your client database automatically, gives you a real-time view of your cash flow, and exports everything neatly for your accountant. Built with the needs of freelancers, solo entrepreneurs, auto-entrepreneurs, and SMBs in mind, Dokta is more than a tool; it's the end of lost files, missed deadlines, and wasted weekends. Your business deserves to run smoothly, with you focused on your craft, not your paperwork.

Imagine standing at the crossroads of the future, where thousands of voices—traders, speculators, and everyday forecasters—are placing their bets on what comes next. The noise is deafening, the signals are scattered across different platforms, and finding a true edge feels like searching for a needle in a haystack. This is the journey Prediction Pulse was born to simplify. It is an AI-powered intelligence platform designed to be your guide through the vast and often chaotic world of prediction markets. By aggregating live markets from leading platforms like Polymarket and Manifold, Prediction Pulse does more than just collect data; it weaves disparate bets into coherent narratives around real-world events. At the heart of this journey is its proprietary Pulse Score—an AI probability engine that analyzes each market, estimates the most likely outcome, and highlights where the wisdom of the crowd may have gone astray. For the trader seeking an advantage, the researcher deciphering collective sentiment, or the curious observer peering into tomorrow, Prediction Pulse transforms fragmented predictions into a clear, actionable map of the future, helping you understand not just what is being predicted, but why.

How does Dokta ensure the security of my documents?

Dokta takes security and privacy very seriously. All data is 100% GDPR compliant and hosted on secure AWS servers located in Paris, Europe. Documents and data are protected with AES-256 encryption, the same standard used by banks. You retain full ownership of your data at all times.

What happens if I exceed my monthly document limit?

Your plan includes a set number of documents you can process each month. If you exceed this limit, you will be notified and given the option to upgrade your plan to one with a higher document allowance to continue using the service without interruption.

Can I try Dokta before committing to a paid plan?

Absolutely. Dokta offers a free Discovery tier that allows you to process up to 15 documents per month at no cost and without requiring a credit card. This is a great way to experience the core AI analysis and features firsthand. Paid plans also come with a 14-day free trial.

Does Dokta integrate with other software like accounting tools?

Currently, Dokta focuses on being a powerful, all-in-one hub for your document management. While it does not have direct live integrations with other accounting software, it provides a key feature: the ability to export all your financial data to a standardized CSV file, which can be easily imported into any accounting software your accountant uses.

What is a Pulse Score?

The Pulse Score is Prediction Pulse's proprietary AI-generated probability for a given market outcome. While the market price reflects the current collective bet of traders, the Pulse Score represents the platform's AI model's independent assessment of the true likelihood of that outcome. The difference between the market's "YES" percentage and the AI's score highlights where the model sees a potential edge or mispricing.

Which prediction market platforms does Prediction Pulse aggregate?

Currently, Prediction Pulse aggregates and displays live markets from two major platforms: Polymarket and Manifold. The platform tracks tens of thousands of markets from these sources, updating odds, volume, and its AI scores every 15 minutes to provide a consolidated, real-time view of the prediction market ecosystem.

How does the AI determine its Pulse Score and verdict?

The AI model analyzes a wide array of data related to each market's event, though the exact proprietary methodology is not disclosed. It synthesizes available information to estimate a probability. The "Pulse verdict" (e.g., YES or NO) is the AI's called outcome based on its score, accompanied by a confidence level (e.g., 55/100) that indicates the strength of its conviction in that assessment.

What are "Edge Opportunities"?

"Edge Opportunities" are specific markets where Prediction Pulse's AI identifies a significant divergence between its Pulse Score and the current market price. These are highlighted in sections like "Top Edge Movers" and represent instances where the AI believes the crowd may be mistaken. A large point difference (e.g., -11 pts) suggests a potential mispricing that users can investigate for trading or analytical purposes.

Dokta is an AI-powered document management platform designed to automate the administrative workload for freelancers, solo entrepreneurs, and small businesses. It belongs to the category of smart business tools that handle everything from invoicing and contract management to payment tracking and deadline reminders, all through intelligent automation. Users often explore alternatives for various reasons. Perhaps their business has outgrown a plan's document limits, or they require integrations with other specific software platforms. Others might be evaluating different pricing structures or seeking a tool with a stronger focus on a particular function, like advanced accounting or project management. When considering other options, it's wise to look beyond just price. Evaluate the core automation capabilities, how seamlessly it fits into your existing workflow, and the quality of data extraction. Security and data residency are also critical, especially for handling sensitive client information. The right tool should feel like a natural extension of your business, reducing friction, not adding to it.

Prediction Pulse is an AI-powered intelligence platform in the business and finance category, designed to bring clarity to the world of prediction markets. It aggregates data from various platforms, groups them into real-world events, and uses a proprietary AI engine to analyze probabilities and trends. This helps users understand what the collective wisdom of markets is signaling about future outcomes. Users often explore alternatives for a variety of reasons. Some may seek different pricing models or a more specialized feature set tailored to a specific type of analysis. Others might prioritize a platform with a different user interface, deeper integration with certain trading tools, or a focus on markets outside the current aggregation scope. The needs of a casual observer differ greatly from those of a professional trader. When evaluating other platforms, consider the core value you seek. Look for the depth and reliability of market data aggregation, the sophistication of the analytical tools provided, and the clarity of insights generated. The ideal platform should not just present data but transform it into actionable intelligence that aligns with your goals, whether for research, trading, or simply satisfying curiosity.