BigQuery-to-Notion Sync Automation

@webmasters486

Hi there, I’ve reviewed your project and understand you need a robust Make (Integromat) scenario to sync specific BigQuery tables and views into a Notion database used as a live knowledge base for AI assistants. The workflow will filter objects labeled catalog=true, create or update Notion records with name, type, source path, and sync-status, and generate structured page content including a Claude-generated description, full column list, and an editable “Notas para IA” section. Human edits inside Notion will be protected, and any records created manually will remain untouched. I can design this scenario with secure API calls to BigQuery, Notion, and Claude, incorporating error handling, logging, and 24-hour automated scheduling. The solution will ensure smooth, repeatable daily syncs, skip manual edits, and maintain accurate metadata. You’ll receive a fully documented Make scenario, field-mapping reference, step-by-step logic, test evidence of successful runs, and a concise hand-off guide for future adjustments. Best regards Muhammad Adil Portfolio: https://www.freelancer.com/u/webmasters486

@koolvishruth

Hi, I am Software Developer with 7 years of experience and also having prior experience in BigQuery, Data Migration, automation. Let’s connect

@KrishSfdcDev

Hi I have expertise in Notion Setup, can create custom objects,fields,columns,formulas,tasks,email, activity notes, reports and dashboards, import and export of data .workflows to automate fields update,send email,create task, integration with various external systems like pinchapi rapid api stripe xero practice manager DocuSign onedrive gdrive Gmail stripe. I have set-up Notion from scratch for clients. Kindly review my profile and ping me on chat to discuss further. Regards Ritu

@divumanocha

Hello, I came across your project and found it truly interesting. With over eight years of hands-on experience in this field, I have successfully delivered high-quality solutions to clients worldwide. My dedication to excellence is reflected in the 180+ positive reviews from satisfied clients. I’d love to bring this expertise to your project and ensure outstanding results. However, I do have a few important points I’d like to clarify to align perfectly with your vision. Let’s connect via chat so I can share relevant examples of my past work. I look forward to hearing from you. Best Regards, Divu.

@Jairo51019

As a seasoned web developer with a passion and drive for all things automation, I am the perfect fit for your BigQuery-to-Notion sync automation project. I have an extensive background in building dynamic and scalable web applications, using languages such as JavaScript, TypeScript, Python - which are all key for this project. My experience doesn't stop with just web development, I have also spent a considerable amount of time working with API integrations, Notion API inclusive. Hence, I fully understand how to effectively sync your Google BigQuery instances with Notion using Make (Integromat). I have a knack for crafting efficient and easily maintainable solutions which aligns well with your request to protect human edits and records created directly in Notion. With my deep understanding of front-end and back-end application architecture, I assure you that delivering a robust scenario that fully meets your needs is within my capabilities. Going the extra mile is not foreign to me either - providing concise step-by-step logic alongside test evidence to prove a seamless operation of the sync process will be delivered to you. Let's partner together on this project and make your syncing smooth!

@mohjib092

Hello, I can build a robust Make (Integromat) scenario to sync your labeled BigQuery tables/views into Notion while safely preserving manual edits. Ready to start and get this syncing smoothly.

@Zack111Arya97

Hello dear client, I am Zakaria, an automation and systems engineer. I have read your proposal carefully and I find myself the most suitable for this job for the following reasons: Strong Systems Engineering Background: My Master’s degree focuses on designing synchronized, error-proof systems. I treat Make (Integromat) scenarios as engineering workflows, ensuring data integrity between BigQuery and Notion with precise logic. Advanced API Integration Expertise: I am highly proficient in managing complex API calls, including Google BigQuery for metadata extraction and Claude API for intelligent content generation. I have extensive experience implementing "upsert" logic that protects manual human edits within Notion. Focus on Robustness: I specialize in building scenarios with "graceful retries" and advanced error handling. I will ensure your 24-hour sync is reliable, well-documented, and includes the specific filtering and status flags required for your AI knowledge base. I am waiting for your message to review your Notion brief and start building the BigQuery synchronization scenario immediately.

@usamae

I've built several BigQuery-to-SaaS sync pipelines, including ones that push to Notion via their API. The catalog=true label filtering and protecting manual edits are key details - I'd handle that by tracking a sync hash per field so human-edited sections never get overwritten. For the Claude API description generation on first creation, I can wire that directly into the Make scenario as an HTTP module. The 24h schedule with error handling and retry logic is straightforward in Make. I can have a working scenario ready in about 4-5 days with full documentation and test evidence. Lets chat about the specifics. - Usama

@matheussilva114

Hi, I am Matheus, a senior software developer with over 7 years of experience as you can check my profile. I am a senior engineer with over 7 year of experience on Data Processing, Documentation, Automation, API Integration, BigQuery, Notion, Make.com. Please visit my profile to view my latest projects, certificates, and work history. Best, Matheus Regards, Matheus

@Nabbpb

⭐Hello, I certainly understand your goal: building a robust Make (Integromat) scenario that syncs labeled BigQuery tables/views into Notion while preserving manual edits, generating structured content, and ensuring reliable daily automation with error handling. ✅My approach: I’ll design a scalable Make scenario that filters objects by catalog=true, then creates or updates Notion records with mapped fields (name, type, source path, sync status). I’ll generate structured page content including column metadata from BigQuery, integrate Claude API for first-time descriptions, and preserve all manual edits using conditional checks and safe update logic. The flow will run every 24h with retries, logging, and failure notifications, ensuring stability and transparency. I specialize in building advanced Make automations and API integrations (BigQuery, Notion, AI services), focusing on reliability, data integrity, and clean, maintainable workflows. I’ve delivered similar data-sync automations and AI-powered pipelines where selective updates, webhook logic, and structured documentation were critical—ensuring zero data loss and smooth long-term scalability. I’ll also provide full documentation, test evidence, and a clear hand-off guide. Excited to get your knowledge base syncing flawlessly and intelligently!

@gtnt20905baroli

As a seasoned developer with years of experience utilizing Google BigQuery API and Notion API, I genuinely believe I possess the skills and knowledge required to successfully deliver this project to spec. My expertise and familiarity with Make (Integromat) will prove crucial in crafting the robust synchronizing scenario you need, accurately filtering source objects and creating/updating records in your existing Notion database. One key area where my proficiency lies that is particularly relevant here is error handling. I excel at creating automation scenarios that are not just efficient but also durable, with built-in mechanisms for graceful retries, comprehensive logging, and instant notification on any failures. This ensures a streamlined process for you with minimum downtime or manual intervention. Moreover, my ability to work seamlessly across different technologies will guarantee an uninterrupted workflow even as the software landscape evolves. I have done similar BigQuery-to-Notion sync automations in past projects and can offer you test evidence showcasing their successful daily runs while catering properly to manually edited content or new additions. Let me undertake this project, seeing us create a seamless sync operation together, enhancing your AI assistants' knowledge base 24/7.

@Visharaa2024

I’m an experienced Make (Integromat) and automation specialist and can build a robust scenario to sync your BigQuery tables/views labeled catalog=true into your Notion knowledge base. The scenario will create or update Notion records with name, object type, source path, and sync-status while preserving any manual edits and leaving native Notion records untouched. I’ll integrate the Claude API to auto-generate descriptions for new objects, pull full column lists from BigQuery, and include a “Notas para IA” section. The scenario will run automatically every 24 hours, with error handling, logging, and notifications for failures. Deliverables will include the exported Make scenario, full documentation of field mappings and logic, test evidence of successful runs, and a brief hand-off guide for future updates. I have previous experience building BigQuery-to-Notion automations and can ensure this workflow runs smoothly and reliably.

@ihsan191

Hi there, I am excited about the opportunity to work on synchronizing specific tables and views from your Google BigQuery instance into your Notion database for your AI assistants. With my expertise in Make (Integromat) and experience in building similar automations, I am confident in delivering a robust scenario that meets all your requirements. To achieve this, I will carefully filter the necessary source objects, create and update Notion records with all required information, and ensure that manual changes in Notion are protected. I will set up the scenario to run automatically every 24 hours with error handling mechanisms in place for graceful retries and notifications of failures. I have successfully implemented BigQuery-to-Notion integrations in the past, and I am well-equipped to handle the complexities of this project. My approach will be methodical, ensuring a seamless sync process and providing clear documentation for easy hand-off. I look forward to showcasing my skills and delivering the required deliverables, including the Make scenario, field-mapping reference, test evidence, and a comprehensive hand-off guide for future adjustments. Ihsan Faridi

@Hemantt841

Hello, I see you need a Make scenario to sync specific BigQuery tables labeled catalog=true into your Notion knowledge base, ensuring live updates without overwriting manual edits. Your focus on accurate sync-status flags and structured Notion pages with Claude-generated descriptions shows you want a seamless, reliable automation. Your requirement to filter only catalog=true tables or views, create or update Notion records with detailed info including column lists, plus preserving manual changes inside Notion, demands precise API integration and careful logic in Make. The daily scheduled run with error handling and notifications adds robustness to the workflow. I have built Make automations that integrate BigQuery and Notion APIs, including scenarios that update Notion databases while respecting manual edits by tracking sync flags and using conditional paths. I’ve also integrated external AI APIs like Claude for content generation, which fits perfectly with your need for auto-generated descriptions on first creation. I can deliver the fully documented Make scenario, field mappings, test evidence, and a simple hand-off guide within 7 days. Let’s discuss how to tailor this exactly to your setup and ensure smooth daily syncing.

@daxm0

Hi there, I’m excited about the opportunity to work on BigQuery-to-Notion Sync Automation and believe my skills and experience make me a strong fit for this project. I’ve taken the time to understand your expectations and objectives. I will ensure each stage of the project is handled professionally and carefully. You can expect a final result that matches your standards and requirements. As a Senior Software Engineer, I bring extensive experience in Automation, API Integration and technical assessment. I’ve worked on similar projects where understanding both business needs and technical capabilities was essential. I’m confident in delivering accurate, efficient, and high-quality results. I have a few questions before we get started. Could you please send me a message in the chat so we can discuss the details? Looking forward, Dax Manning

@XanvraTECH

Hello, I am excited about the opportunity to work on the BigQuery-to-Notion Sync Automation project. With my expertise in API Integration and Data Processing, I am confident in my ability to meet your requirements. I understand the need to synchronize specific tables and views from Google BigQuery into an existing Notion database for your AI assistants. My proposed steps include filtering source objects, creating or updating Notion records, composing structured Notion pages, protecting manual edits, scheduling automatic runs, and implementing error handling. I have experience working with Google BigQuery API, Notion API, Make, and Claude API for descriptions. - MY WORK STATS: ✨ https://www.freelancer.com/u/XanvraTECH I look forward to discussing this project further with you. Best regards, Warda Haider

@mutahrar

Hello, I have reviewed your detailed requirements for building a Make scenario that synchronizes BigQuery tables and views into your Notion knowledge base. This is exactly the type of complex automation I specialize in, and I have extensive experience integrating BigQuery, Notion API, and Claude API within Make to create robust, error-handled synchronization workflows. I understand the critical requirements: filtering by the catalog=true label, creating or updating Notion records without overwriting human edits, generating structured pages with column lists and AI descriptions, and running reliably on a 24-hour schedule. My approach will use Make's BigQuery module to query your information schema for objects with the catalog=true label, then iterate through each eligible table or view. For each object, I will check if a Notion record already exists with a reliable sync-status flag; if it exists and was manually edited (which I will detect using Notion's last_edited_by or a custom property), the scenario will skip updates. If it is new, I will call the Claude API to generate a description, then create a structured Notion page containing the name, object type, source path, complete column list, an empty "Notas para IA" section, and the sync-status flag. I will implement graceful error handling with retries and failure notifications.

@alifr054

HELLO this is a well-structured automation with clear constraints, and i understand the importance of maintaining data integrity—especially protecting manual edits while keeping the sync reliable. i have experience building make (integromat) scenarios with api integrations, conditional logic, and robust error handling across platforms like bigquery and notion. here’s how i’ll approach your project: * connect to bigquery and filter tables/views using catalog=true label * map each object to notion records with create/update logic * implement safe update rules to preserve manual edits in notion * generate structured page content (columns, metadata, ai notes section) * integrate claude api for first-time descriptions only * set up scheduled daily execution with logging and retries * implement error notifications for visibility and stability i am willing to meet your estimated time and cost expectations at least. deliverables will include a fully documented scenario, field mappings, test runs, and a clear hand-off guide so you can extend or maintain the system بسهولة. looking forward to working with you!

@Apurva510

As a foremost expert in Make (formerly Integromat) with in-depth experience designing intuitive and robust workflow automations, I am confident I can execute your BigQuery-to-Notion sync scenario with utmost precision and reliability. Over the years, I have crafted and deployed complex automations for numerous platforms, from n8n to Zapier, streamlining operations and driving measurable growth. My expertise in handling APIs and webhooks ensures seamless connections between different platforms regardless of their complexity. Having worked extensively with GHL funnels, n8n workflows, and ETL processes, I fully understand the importance of filtering and selecting specific data for a streamlined sync process. Your request to only sync tables or views labelled 'catalog=true' is well-aligned with my skill set and capacity to build filters within your Make scenario. Additionally, I've previously built systems that protect human edits on Notion databases while ensuring information generated in BigQuery is precisely reflected in Notion without overwriting any manual changes made. Looking forward to moving this conversation forward!