Chatbot for generating procedural documents
It is necessary to create an environment (vc code, Claude code, online law. ERSP, google disk, etc.) for creating a bot that will generate procedural documents from a package of documents collected and provided by the applicant for filing a petition to declare him insolvent
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Good day.
I have reviewed the task. I would see this project not as a "simple chatbot," but as an MVP system for preparing procedural documents in a human-in-the-loop mode, where the bot prepares a draft, and the lawyer checks, edits, and approves the result.
To avoid overloading the first version, I would propose the MVP in the form of 4 main subsystems:
Workspace — working environment for the case: documents, statuses, action log, draft versions, verification results.
Ingestion — importing a package of documents from Google Drive, parsing PDF/DOCX, normalization, and extraction of key facts.
Legal Research — selection of relevant norms and practices from zakononline and the Unified State Register of Court Decisions with preservation of references and citations.
Drafting Engine — generation of a draft statement, list of attachments, missing evidence, and warnings about the incompleteness of the package.
The key principle of the MVP I see as follows:
… the system does not "hallucinate" and does not submit documents automatically, but forms a controllable draft linking each statement either to the case document or to the legal source.
That is, the first stage is not a complete legal platform, but a working basic outline:
import documents → extract facts → search for sources → generate draft → lawyer review → export.
From my side, I can cover the Python/backend part, the pipeline logic, integration with Google Drive, data structure, draft generation, and the technical foundation for further development of the system.
Deadline for MVP implementation: 10 days
Cost: 10,000 UAH
I am ready to discuss in detail what exactly is included in the first stage to immediately fix the real MVP without diluting the scope.
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Hello! I am the project manager of Business Atlas. We specialize in building autonomous systems through n8n/Make, which is perfect for creating legal automations of this level. We have experience implementing over 50 projects (including for Ajax and Genesis), where we have deployed complex architectures for data processing and structuring.
How we will build your environment for the legal bot:
• Automated collection and parsing: We will set up a system that retrieves documents from Google Drive, recognizes them, and extracts data for the application (full name, debt amounts, list of creditors). We will use the experience from our case on data processing automation.
• Integration with registries: We will connect via API access to open data (Unified State Register of Court Decisions and others), so the bot can verify the relevance of information or pull necessary templates.
• AI document generation: Using Gemini 1.5 Pro or Claude, the bot will generate a ready-made bankruptcy application based on the collected data according to legal requirements.
• Working environment: We will design the architecture of connections between Google Drive, the database, and the messenger (Telegram), as we have done in cases of architecture audits.
Our advantages:
… • Stability: Our workflows operate 24/7, processing large volumes of documents without errors.
• Notification system: You will receive instant notifications about the readiness of each document (experience from the notification automation case).
• Flexibility: Low-code allows for quick changes to document templates when legislation changes.
Estimation:
• Cost: from $500 (setting up the environment, parsing logic, and generation).
• Timeline: 10–14 working days.
Are you ready to discuss the details?
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Good day.
I can help create a system for generating procedural documents for applications for recognition of insolvency based on the provided document package.
What I can implement:
— setting up the development environment (VS Code / Claude Code)
— integration with Google Drive for working with files
— parsing applicant documents (PDF, Word, other formats)
… — extracting key data from documents
— forming structured data for generating procedural documents
— automatic generation of applications and other procedural documents
— the possibility of integration with legal information sources (Unified State Register of Court Decisions, legislative databases)
The system can be implemented in such a way that it is flexible — when changing document templates, there is no need to rewrite the code.
I work with Python, document automation, parsing, and integration of AI tools.
For assessment, it is necessary to clarify:
— an example of the document package
— the template of the procedural application
— how exactly the user will interact with the bot (Telegram / web interface).
Similar completed project: Телеграм бот
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I will create a bot for procedural documents. I work in Claude Code every day, so your stack fits perfectly. The bot will take a package of documents, parse them through OCR, and generate a statement according to the template. Storage on Google Drive via API. Question: Are the statement templates already available or do they need to be created from scratch?
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344 Hello, Oleg!
We have recently completed a prototype of such a system — document parsing (PDF/Word), extracting key data through Claude Vision, and automatic generation of structured documents based on templates. The recognition accuracy is 95% across 15 types of documents.
For "We Will Free" we see the following approach: the applicant uploads a package of documents to Google Drive → the bot parses each file through Claude AI → extracts full name, amounts of debts, creditors, dates → generates a statement of insolvency according to the procedural template. If necessary — an automatic request to the Unified State Register for data verification.
We will create a working MVP in 5 days. We propose to work through Safe.
One clarification: how many types of documents are usually in the applicant's package and are there already ready templates for procedural documents?
…
The FlipFactory Team
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265 Good day.
We have many years of experience in developing bots, AI tools, automations, services for working with documents, and integrations with external systems. We also have practical experience in building solutions where it is necessary to collect documents from various sources, extract data from them, structure information, and then use it in the logic of generating the required documents. We can discuss the details in private messages, after which we will provide specific guidance on implementation, timelines, and costs.
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351 14 0 Good day.
I have experience in developing bots for document creation. I created a bot that prepares documents for submission to court (fills out a template based on data from the user's scanned document). I recommend executing the project on the n8n platform. I can also deploy the n8n platform on your VPS, which will be significantly cheaper than using cloud n8n.
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2318 8 0 Good day
I have extensive experience in the development and implementation of automated solutions and I am happy to assist with your project.
Could you please tell me more about how you envision the working process of the desired bot?
I am ready to discuss the details, thank you.
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2221 22 0 Good day, Oleg.
I will develop the necessary bot for you that will generate procedural documents from a package of input files. I have experience in creating similar document generators for legal purposes. There will be some additional clarifications regarding the technical specifications, but the idea is generally clear.
I will complete everything quickly and efficiently.
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1495 13 0 Hello! I can implement it. Write to me privately to discuss all the details. I will be glad to cooperate!
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312 👋 Oleg, hello!
We create chatbots for Telegram, Instagram, Facebook, WhatsApp that automate sales, answer questions, and collect customer data.
They work 24/7, do not get tired, and do not forget to ask clarifying questions.
We integrate bots with CRM, payment systems, and analytics so you can see the complete picture of customer interactions and manage the process without overloading the team.
We are AnnaKonda Digital AI — a team of digital specialists that combines marketing, design, and automation. We work as a partner, not a contractor: we analyze the business, look for growth points, and offer solutions that really work.
💬 We would be happy to discuss your project in private messages and offer the best strategic solution specifically for you!
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4888 71 0 Hello, interesting project, we can discuss the details and implement it.
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97 34 4 2 Good day!
The task is very interesting.
Write to me to discuss the details.
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758 5 3 Good day!
I am ready to perform quickly and efficiently.
Details in private.
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4182 198 2 5 Hello, very interesting project, ready to implement it qualitatively either with PHP code or even better through the n8n platform, and within this budget I can host this bot myself.
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2127 31 0 Hello,
I understand that you need to create a bot that will generate procedural documents for submission to the court. My strategy will be to integrate the mentioned services (vc code, Claude code, online law, ERSR, Google Drive) to automate the document creation process. I have experience in developing similar projects using bots and APIs from various platforms to optimize workflows.
Do you have any requirements for the specification of the documents or the process of automatic creation?
I am ready to discuss more about the details of this project.
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4207 22 0 Hello!
I am interested in completing your project. I have a legal education and work experience, and I am well-versed in legal documents. In my team, there is a developer who works in VC Code, including Claude Code, and we have experience integrating with databases and documents in cloud storage.
I will be able not only to set up the bot's operation from a technical perspective but also to correctly develop the system for preparing a package of procedural documents, taking into account both business logic and legal literacy.
Feel free to contact me; I would be happy to collaborate!
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172 1 1 Good day! I am ready to complete this project. Extensive experience in developing various applications.
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2044 23 0 Hello. Do you have specific preferences regarding the technologies for the bot itself, such as programming language or framework? I would be happy to discuss the details about deadlines and budget in personal correspondence.
Regarding the implementation of the project:
1. I will set up all necessary environment tools (VSCode, Google Drive, etc.) for comfortable work.
2. I will develop the logic of the bot for analyzing the provided documents and automating the creation of procedural documents.
3. I will test the bot's functionality on test data to ensure the correctness of the results.
Thank you for considering my proposal. I am enthusiastic about the opportunity to work with you!
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895 8 0 Hello!
I am studying law, so I understand your situation.
Approximate example of operation:
1. Trigger (Input): You upload scans/PDFs to the INPUT folder on Google Drive. The watcher script (in Python) instantly sees the new file.
2. Analysis (Claude): The script extracts text from the files and sends it to the Claude API. The artificial intelligence analyzes the data based on the relevant regulatory framework and generates legal content (the regulatory framework needs to be discussed separately in person).
3. Assembly (Template): The text received from Claude is automatically inserted into a pre-prepared .docx template (using the python-docx library), replacing tags (for example, {{debt_sum}}) with actual figures. It is also possible to create a procedural document from scratch with certain constants, but in an individual writing style for each client.
4. Output: The finished "Bankruptcy Statement" is automatically saved in the OUTPUT folder on Google Drive, and you receive a notification (if necessary).
…
All you need to do is periodically pay for the Claude (GPT, Gemini) API for its generation functions (I will write a guide).
Feel free to reach out, I will be happy to collaborate!
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4975 41 4 1 Good day!
I professionally develop Telegram bots and web applications in Python. I am ready to create a bot for generating procedural documents. I have experience working with APIs, legal databases (such as the Unified State Register of Court Decisions, Law Online) and cloud services (Google Drive). I will deploy the project on the server.
Write to me in private messages, we will clarify the details.
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2409 8 1 Hello!
I can help you build not just a bot, but a full-fledged working environment for preparing procedural documents based on a package of files from the applicant.
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718 5 0 Hello, you need not a bot, but a full-fledged system for analyzing and generating documents based on templates. I propose to create a system that works in the browser with a connectable LLM for analyzing and processing documents. It will be necessary to unify the input information to obtain the required document as output. I have experience in developing complex analytical systems with many external integrations.
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196 Good day! I have experience with Claude API and document automation. I will set up the environment and the bot for your task. I am ready to discuss the details.
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9972 117 0 Hello.
I develop bots on NodeJS. I am ready to take on the task. Write to me, we will discuss.
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3125 31 0 Hello. Can you implement this project? If it is relevant - write, we will discuss.
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