Zoho AI Agent & Invoice OCR

@kamran2012

Hello there, I will build both the conversational AI agent and the OCR invoice pipeline inside your Zoho Creator environment — Deluge custom functions handling LLM calls, query interpretation, and full audit logging, plus an OCR module that extracts invoice number, date, totals, VAT, and sender info into Creator form records. For OCR, I will implement a confidence-score threshold per field — flagging low-confidence extractions for manual review rather than silently accepting bad data. Questions: 1) Which LLM provider do you prefer — OpenAI, or are you open to alternatives? 2) What is the average page count and language mix of your incoming invoices? Looking forward to potentially working together. Thanks, Kamran

@dfordesigners

Dear Client, I understand the complexity and importance of extending your Zoho Creator app with the Conversational AI agent and Invoice OCR features. With over 5 years of experience in web application development and expertise in the Zoho ecosystem, I am well-equipped to handle this project. For the Conversational AI agent, I will utilize OpenAI or a similar LLM endpoint securely integrated within Zoho Creator to provide instant, accurate responses based on invoice data. Additionally, I will implement an OCR pipeline using Zoho Vision, Google Vision API, or Tesseract to extract and pre-fill invoice details seamlessly. I will deliver custom Deluge/Creator scripts, secure API connectors, thorough documentation, and robust testing to ensure ≥95% accuracy on various invoice scans. With a proven track record of 450+ projects and a 4.9★ rating, I am confident in delivering scalable and secure solutions. Please let me know your preferred timeline and AI/OCR stack. What's your next step in the project timeline? Best regards,

@extreamcode

Hi there, I’ve reviewed your Zoho Creator extension needs for a conversational AI agent over invoice data and an OCR-driven capture pipeline. I’m Asad, with deep Zoho Creator, API, and AI integration experience, and I’m confident I can deliver a secure, auditable solution that fits your pilot path and scales to all clients. What I’ll build: - Conversational AI agent: a Deluge-enabled layer inside your Creator portal that interprets client questions, runs the right Deluge/DB queries against your invoice records, formats a clear reply, and logs the entire exchange for audit. I’ll route requests through a secure OpenAI/LLM endpoint behind Creator’s functions, with strict access controls and complete activity logging. - OCR-driven invoice capture: an end-to-end OCR pipeline (Zoho Vision, Google Vision, or Tesseract, your call) that extracts invoice details, creates a new Creator form record, and pre-fills fields like Invoice number, Date, Total amount, VAT, other amounts, and sender contact info. Edge cases (blurred scans, multi-page invoices, currency symbols) will be handled with confidence scoring and a manual-review flag when accuracy dips below target. Deliverables: - Deluge scripts and custom functions for both modules - Secure API connectors and environment variables for external AI/OCR services - A concise setup guide and a short screen-share walk-through for in-house maintenance - Test dataset proving ≥95% field-level accuracy on 100 mixed-quality scans - Source code c

@ZohaibRoy

⭐⭐⭐⭐⭐ Enhance Your Zoho Creator App with AI and OCR Solutions ❇️ Hi My Friend, I hope you're doing well. I've reviewed your project requirements and see you're looking for a developer to extend your Zoho Creator app. Look no further; Zohaib is here to help you! My team has successfully completed 50+ similar projects for Zoho Creator. I will create a conversational AI agent and an OCR-driven invoice capture system, ensuring smooth integration with your existing setup. ➡️ Why Me? I can easily build your conversational AI and OCR invoice capture as I have 5 years of experience in Zoho Creator development, Deluge scripting, and API integrations. My expertise includes data processing, automation, and implementing AI solutions. I also have a strong grip on OCR technologies, ensuring accurate data capture and processing. ➡️ Let's have a quick chat to discuss your project in detail. I would love to share samples of my previous work and how I can add value to your project. Looking forward to chatting with you! ➡️ Skills & Experience: ✅ Zoho Creator Development ✅ Deluge Scripting ✅ API Integration ✅ Conversational AI ✅ OCR Implementation ✅ Data Processing ✅ Automation Solutions ✅ Database Management ✅ Debugging & Testing ✅ Project Documentation ✅ User Training ✅ Quality Assurance Waiting for your response! Best Regards, Zohaib

@Rekhathakur

Hello, This is a great use case for Zoho Creator, and I’d be happy to help you build both modules in a clean, scalable way. My approach: For the Conversational AI agent, I’ll create a secure Deluge-based middleware that connects your Creator data with an LLM (OpenAI or similar). The flow will: Interpret user queries Fetch relevant invoice data via optimized Deluge queries Return structured, human-readable responses Log every interaction (query, response, timestamp) for audit For the OCR invoice capture, I’d recommend Google Vision API (high accuracy + multi-format support) or Zoho Vision if you prefer native. I’ll build a pipeline to: Process PDFs/images (including multi-page) Extract required fields (invoice no., date, VAT, totals, sender) Apply confidence scoring + validation rules Flag low-confidence entries for manual review Auto-create records in Creator forms Deliverables will include: Clean Deluge scripts, secure API setup, test dataset validation (95%+ accuracy), and a simple handover guide with walkthrough. A few questions: Approximate monthly invoice volume? Any preferred AI provider (OpenAI vs Zoho-native)? Do you already have structured invoice formats or highly variable layouts? I can suggest the best stack and timeline after a quick review. Best regards, Rekha!!!

@juanjosec63

Hi, For this project, I am going to extend your Zoho Creator app with a conversational AI layer that interprets user queries and fetches invoice data via Deluge functions, along with an OCR pipeline that extracts key invoice fields from scanned PDFs/images, validates confidence levels, and creates structured Creator records with fallback for manual review when needed. I have strong experience in Zoho Creator, Deluge scripting, API integration, OCR (Google Vision/Tesseract), and AI chatbot development, with real hands-on work building data-driven automation inside Creator, connecting LLM services securely, and implementing accurate document parsing workflows with validation and audit logging. You can expect clear communication, fast turnaround, and a high-quality result. Best regards, Juan

@Softeria

✅ Proposal for Zoho AI Agent & Invoi Leveraging my deep expertise in the Zoho ecosystem and advanced programming skills, I am ideally positioned to develop your desired AI Agent and OCR-driven invoice capture modules. My experience includes implementing conversational AI using platforms like OpenAI, and creating OCR solutions with Zoho Vision and Google Vision API, ensuring seamless integration with Zoho Creator. I am proficient in scripting with Deluge and designing robust API connectors for secure data handling. I commit to delivering both modules with over 95% accuracy on OCR readings and a comprehensive maintenance guide. Ready to ensure a smooth pilot and full rollout, I look forward to discussing your preferred AI/OCR technologies and timeline.

@ashinnd84

Hello there, we are a team of developers and we can do this project in no time. Please, send me a message to discuss the work. Thanks Ashish Kumar.

@MRARIFAKRAM

With over eight years of industry experience, I have honed my skills to become a versatile IT professional adept at optimizing system performance and creating efficient software solutions. I am particularly fluent in Linux systems, an attribute that aligns with your project requirements for the OCR-driven invoice capture and conversational AI agent. My deep understanding of operating systems also extends to mobile platforms like Android and iOS, which could be valuable as you seek to roll out the features to clients.

@billybryan98

Hello there, I hope you are doing well. I am an independent developer fluent in the Zoho ecosystem, with deep hands-on experience building secure, scalable Creator apps and integrating AI and OCR workflows. I can design a conversational AI module that reads from your Creator invoice records, uses a safe OpenAI-like endpoint behind Creator’s functions, replies clearly, and logs the exchange for audit trails. I’ll also build an OCR pipeline (Zoho Vision, Google Vision, or Tesseract, your call) that auto-posts new Creator records with pre-filled invoice fields, while applying robust confidence checks and a manual-review flag for uncertain results. I’ll deliver clean Deluge scripts and custom functions, secure API connectors, an easy setup guide, and a short screen-share walk-through. You’ll get a test dataset proving ≥95% field-level accuracy on 100 mixed-quality scans. Source code will live in your Zoho Creator environment. Best regards, Billy Bryan

@codefusion53

Hi, I understand you need two connected enhancements inside your existing Zoho Creator app: an AI assistant that answers client questions using invoice records already stored in Creator, and an OCR based invoice intake flow that extracts key fields from scanned PDFs and images into new Creator records. The solution must stay secure, auditable, and maintainable within the Zoho ecosystem. My approach would be to build the AI layer through Zoho Creator custom functions and Deluge logic, with a secure external LLM connector that converts user questions into controlled data queries, formats clear responses, and logs each exchange for audit. For OCR, I would implement a structured extraction pipeline using Zoho compatible services, with field mapping, confidence scoring, multi page handling, currency normalization, and automatic manual review flags when confidence drops below the target threshold. I will also provide admin friendly setup notes and clear internal documentation. Before delivery, I will test both modules with mixed quality invoice samples, validate field extraction accuracy, verify audit logging, check permission safety, and confirm stable performance inside Creator before pilot rollout. Best, Justin

@techsty2014

Good to see this one, I will build the AI agent as Deluge invokeurl to OpenAI or Claude, translating user questions into Deluge queries against your invoices. For this bounded domain, query translation is cheaper and more accurate than RAG. Exchanges log to an audit Form. For OCR: Google Document AI Invoice Parser. It extracts invoice_number, total, VAT, dates with confidence scores, making 95% accuracy realistic. Sub-threshold records route to manual review. Questions: 1) Invoice corpus size and language(s)? 2) OpenAI or Claude preference? Ready to start whenever you are. Faizan

@yaminisurender

Personal Details: My name is Yamini and I am an Indian based Zoho Certified Consultant. I love Zoho and I have ten years of extensive experience in all Zoho Products. Integration : Zoho CRM with Zoho Creator, Zoho Books, Zoho Invoices, Zoho Reports, Zoho Survey, Zoho Sites and vice versa. Mailchimp Integration Quickbooks Payment Gateway like PayPal, Stripe and Converge gateways RingCentral, Twilio and other phone based integrations. Zoho Mail with Gmail, MS Office 365 and other MS office Setup. Automation: Workflow rules, Auto responders, Email Templates Creation. Follow Up Task,Alerts,Custom functions Automatic Rules, Reminder Setup, Notification via Email and SMS. Dashboard Creation, Scheduled Reports with multiple formats. Webhooks calls. While I am certain there will be others who underbid me on this project, I can assure you several things. · I work extremely fast. · I have a great knowledge on Zoho Products and Scripting behind business logic. · I can ensure quality communication. · I will complete the work as much as earlier and will do my best effort. · I will deliver the work on time with 100% quality. Support: I will give support for any kind of bugs/fixes. I can able to implement the Zoho Analytics Integration within 4-5 days since I have implemented 30+ business reporting with Zoho Thank you and I look forward to the opportunity to work with you Yamini Zoho Certified Consultant

@kamrangill81

Hello!! I can extend your Zoho Creator app with a powerful AI agent and OCR pipeline enabling smart invoice queries via LLM integration and automated data extraction with high accuracy and secure API handling. I’ll build a conversational layer using Deluge + OpenAI to fetch and format invoice data, while logging each interaction for audit and traceability. With 12+ years of experience and 200+ clients, I specialize in Zoho, APIs, and intelligent automation systems. For OCR, I’ll integrate Zoho Vision/Google Vision to capture invoice fields with confidence checks and fallback for manual review on low accuracy cases. The system will handle multi-page scans, varied formats, and ensure field accuracy with structured validation. You’ll receive clean Deluge scripts, secure connectors, and a fully maintainable setup with documentation and walkthrough. I’ve delivered similar Zoho Creator solutions combining AI, OCR, and workflow automation for finance and document processing. From build to rollout, I stay fully involved. let’s create a smart, scalable solution for your business. Best Kamran.

@arslanshahid386

Hi there, I see you're looking to enhance your Zoho Creator app with a conversational AI agent and an OCR-driven invoice capture system. This is a great way to streamline processes! For the AI agent, I would implement a solution that efficiently pulls data from your existing records, ensuring users get accurate responses to their queries. As for the OCR aspect, I can create a robust pipeline that accurately extracts key invoice details, even from mixed-quality scans, while incorporating checks for any edge cases. With 4+ years of experience in the Zoho ecosystem, I’m confident in my ability to deliver both modules effectively. I would love to know more about the specific types of queries you expect the AI agent to handle, as this will help tailor the solution to your needs. Best regards, Arslan Shahid

@mayankinnovative

Hi, As per my understanding: You want to enhance your existing Zoho Creator application with two advanced modules: (1) a conversational AI assistant that can read and query invoice data from Creator records and respond intelligently to user questions, and (2) an OCR-based invoice processing system that extracts structured data from scanned PDFs/images and automatically creates pre-filled records in Zoho Creator. Both systems must be secure, accurate, and tightly integrated within your existing Creator environment using Deluge and external APIs where needed. Implementation approach: I will first analyze your existing Zoho Creator schema and invoice data structure to design efficient Deluge-based query functions. For the AI assistant, I will integrate a secure LLM (OpenAI or equivalent) behind Creator workflows, where user queries are parsed, mapped to Deluge queries, and results are returned in a structured conversational format with full logging for audit purposes. For OCR, I will implement a robust extraction pipeline using Zoho Vision / Google Vision API / Tesseract based on accuracy testing. The system will extract invoice fields such as invoice number, date, totals, VAT, and sender details, with confidence scoring and fallback manual-review flagging for low-quality scans. Multi-page and noisy documents will be handled through preprocessing and validation logic.

@engruhulajom

Dear Client, I’m an experienced Zoho Creator and automation developer with 10+ years of expertise building Deluge-based workflows, API integrations, and AI/OCR-powered business applications. I understand you need two tightly integrated modules inside Zoho Creator: a conversational AI layer over invoice data and an OCR pipeline to automatically extract structured invoice fields from scanned documents. I’ve built similar Creator solutions combining Deluge scripting with OpenAI/REST APIs and OCR services like Google Vision and Tesseract, including confidence scoring, exception handling, and audit logging for enterprise workflows. My approach would be to securely integrate LLM-based query handling with your existing Creator tables, and design an OCR ingestion pipeline with validation rules, fallback review flags, and automated record creation. Preferred stack: Zoho Deluge + OpenAI API + Google Vision (for accuracy) or hybrid OCR fallback. Looking forward to hearing from you. Best regards, Md Ruhul Ajom

@Appworldz

I’ve built Zoho Creator extensions with Deluge + LLM + OCR pipelines (invoice extraction, conversational querying). Your budget is slightly tight. A solid build would be $400–$900 over 5–8 days. Stack: OpenAI (for query agent) + Zoho Deluge functions; OCR via Google Vision (best accuracy) with confidence thresholds + manual review flags. I’ll ensure secure API handling, ≥95% accuracy validation, and clean audit logs. One question: are your invoice formats relatively consistent or highly varied (multiple vendors/layouts)?

@mahads31

As an experienced web and software developer, I believe my skills and expertise make me the perfect fit for your Zoho AI Agent and Invoice OCR project. Having worked extensively on the Zoho ecosystem, I'm well-versed in navigating and leveraging Creator's functions to enhance business processes intelligently. I assure you that I can build a smart and secure conversational AI agent that understands user queries, retrieves invoice data from your Creator database, and provides clear answers while maintaining an audit trail of the entire exchange. Additionally, my proficiency in API Development, MySQL, PHP, and Software Architecture would be instrumental in developing an efficient OCR pipeline for invoice capture. Whether it's using Zoho's own Vision, Google Vision API or Tesseract, I'm well-equipped to handle edge cases like blurred scans, multi-page invoices and currency symbols while ensuring compatibility with your existing systems. My focus is not just on building functional digital solutions but delivering real business value. With a detailed setup guide and personalized training session included in my deliverables, I'll ensure your in-house admin is empowered to maintain the system effectively. Additionally, given my commitment to scalability and long-term success, you can rely on the future-ready nature of the solution I will create. Let's collaborate to transform this vision into a highly-efficient reality.