Datan integrointi Jobs

I want to enrich my online shoe store with an AI-powered recommendation engine that studies each shopper’s purchase history and instantly serves up the pairs they are most likely to buy next. The model can draw on three data streams—user account data, my e-commerce platform records, and any third-party customer datasets I supply—to build a unified profile and surface truly personal suggestions. Here is what the finished job looks like from my side: • A trained model (Python preferred, TensorFlow or PyTorch are both fine) that ingests the above data sources, updates itself regularly, and outputs ranked product recommendations in real time. • An API or embeddable snippet I can drop into the product and home pages to display “You might also like” sh...

We want to do this in a consulting / facilitators / builders format in which we work with the facilitator / consultant / trainer for 3-6 hours a week for 3-6 months in order to help us collaboratively create various agents for our private equity business. The only billed time will be the time spent on the video call with our team, unless specifically approved otherwise. we want to be able to create a screen scrape tool to average certain cost items of specific real estate proejcts We also want to compare legal documents vs term sheets and excel spreadsheets Data sources • Company databases (SQL, flat files, Excel exports) - Dropbox all our files are in drop box • Extensive web scraping for competitor benchmarks and investment-market signals If you have ideas for safely add...

I need help to tabulate data from 1-5 Excel spreadsheets. The data is to be used for customer productivity and incentive calculation. Key tasks include: - Tabulating sales figures - Tabulating performance metrics Ideal skills and experience: - Proficiency in Excel - Experience with data tabulation and automation - Attention to detail

looking for an experienced OT / Industrial IIoT freelancer to develop a small on-premise technical demo (PoC) related to an automotive Paint Shop (Pre-Treatment & E-Coat). The goal is to demonstrate a realistic Industry 4.0 data flow, fully on-premise, without modifying PLC control logic, and aligned with industrial cybersecurity best practices.

AIRDIT is looking for an experienced Databricks Architect / Expert to support our team on a part-time basis (5–6 hours). Key Responsibilities • Set up and configure the Databricks environment • Guide and mentor the technical team • Assist with Databricks sizing and architecture planning • Recommend best practices for performance, scalability, and cost optimization Experience Level Architect / Expert (hands-on Databricks experience required) Engagement Model Part-time

I need a custom accounting package based on QuickBooks Online (QBO). I've used ChatGPT to help outline the requirements, but I need someone to piece it all together and troubleshoot. Essential Features: - Invoicing and billing - Expense tracking - Financial reporting - Quoting - GST - Receive payments - Integration with banking software Ideal Skills and Experience: - Strong familiarity with QuickBooks Online - Experience in developing custom accounting solutions - Proficiency in integrating banking software - Problem-solving skills for troubleshooting Please reach out if you need additional information as I have a few other things we need to go over like not using bank feeds and using .csv's instead.... Thank you

Freelancer Job Brief: AI-Driven Product Builder (Design, Development & Systems Thinking) No Placeholder bids We are building a first-of-its-kind storytelling and book-creation platform that combines AI interviewing, intelligent content structuring, and high-quality design output. This is not a simple app or a single product. It is a scalable system designed to generate multiple types of books and digital outputs from human experiences, using AI as the engine. We are looking for a high-calibre developer / designer team capable of thinking in systems, not just screens. High-Level Product Overview The platform captures human stories through guided interaction, enriches them using existing profile data, and transforms them into professionally designed outputs (digital, PDF, and physic...

Samsung phone has data problems. Can you help? Telco has not helped much. Will need to work with me over the phone in english.

We are looking for a skilled Power Automate Desktop RPA developer to implement a complex automation for a Windows Terminal Server environment. The target system is a legacy desktop ERP (TriData) with accessible UI Automation elements (verified via Accessibility Insights). Key tasks: • Launch and control a desktop ERP application • Navigate customer orders • Apply filters and sorting • Execute price assignment and updates • Handle confirmation dialogs • Iterate through order lines • Evaluate supplier availability and pricing • Write results to log files • Prepare (but not submit) purchase orders Environment: • Windows Server 2019 (Terminal Server) • RDP-based execution • User session remains logged in Deliverables: ...

Tengo dos archivos .Geotiff contiguos del mismo sistema de referencia y necesito que se conviertan en un único modelo de elevación digital plenamente coherente. El objetivo final es emplearlo en la generación de terreno 3D —principalmente dentro de QGIS— aunque me interesa que funcione sin ajustes adicionales en cualquier otro entorno GIS corriente (ArcGIS, AutoCAD Civil 3D, etc.). Qué espero recibir • Un archivo DEM (GeoTIFF) ya fusionado y libre de discontinuidades o bordes visibles. • Metadatos intactos: mismo sistema de coordenadas, resolución y valores NoData correctamente definidos. • Un pequeño informe que describa el flujo de trabajo (p. ej., comandos GDAL o pasos en ArcGIS) para reproducir el resultado en ...

Help wanted: daily/multi-daily comparison of supplier prices and stock levels (B2B webshop) Text: We operate a B2B webshop where business customers can place orders or commission items on request. Most of the goods are sourced directly from manufacturers. For most suppliers we have access to their stock levels and current prices; for some, no login is required, while others require login credentials. We are looking for a solution or a skilled professional who can help us retrieve supplier prices and stock levels daily — ideally multiple times per day — and compare them with our internal purchase prices so we stay up to date. No automatic syncing with our system or automatic price changes are required. It is sufficient if discrepancies between supplier prices and our system pu...

Project Overview Demo of project we would like to use as example provided below. We are seeking an experienced developer to build a low-latency, real-time stock screener using the QuoteMedia API. The screener will monitor all actively traded U.S. stocks and display key metrics with updates occurring every second. The ideal candidate should have prior experience building financial data tools, stock scanners, or trading platforms and be comfortable working with high-frequency data updates. Core Requirements Data Source QuoteMedia API will be used as the primary data provider. The system must pull and maintain a live list of all U.S. equities. Required Metrics For each stock, the screener must calculate and display: Current price Volume Relative volume (daily) Relative volume (5-m...

I already run my content calendar across several social- and blog-channels and now want the entire publishing chain handled automatically through Make (formerly Integromat). Together we’ll map the exact workflow, but at a high level I need a scenario that can: • Pull fresh copy, images, and short clips generated by ChatGPT, Google AI, or IBM Watson—choosing the best tool per step. • Re-format that content on the fly (proper aspect ratios, text length, metadata, alt tags). • Publish simultaneously to the social networks and blogging platform accounts I’ll share with you. • Return clear logs plus error notifications in Slack or email so nothing slips through the cracks. what I’m missing is the Make scenario(s) and any helper scripts that g...

I run a growing remote insurance sales agency that operates entirely inside GoHighLevel. We onboard new agents weekly, and I am moving all technical setup and troubleshooting away from myself and into a dedicated support role. This is not a one-time project. This is an ongoing position where you become the primary technical contact for agents during onboarding and daily usage of the platform. Agents will message you directly when they need help inside the CRM. Your job is to guide them, troubleshoot issues, and make sure they are operational. You are NOT responsible for sales, coaching, or insurance — only platform support. What You’ll Help Agents With • CRM login issues • Connecting Google calendar & email • LeadConnector mobile app setup • Phone...

I have a Siemens IOT2040 already running Node-RED and two flow-meters that expose their readings over Modbus registers. I need a clean flow that polls those two devices, keeps the register map exactly as it is, and republishes the same data over Modbus TCP so a Crimson-based PLC on the other side can read it without extra parsing or scaling. There is no data pre-processing involved: whatever the meters expose is what the Crimson PLC must see. All I’m after is a reliable bridge with tidy, documented Node-RED nodes and comments so future edits are easy. Deliverables and Remote Work: 1- I will provide access to Red node and computer connected to the IOT - work can be done remote connection or on your workstation then imported here, 2- There will be UIs on the Node Red to see wh...

We use "insync" as connector between Sage100 and Magento, need an expert to make bidirectional data flowing more seamlessly. If you are not familiar with Sage ERP, this is not for you.

Looking for help to make and Setup account in POWER BI Pro

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I need every bit of information currently stored in my Tally company—masters, vouchers, inventory, bank transactions, statutory ledgers, the lot—pulled out once and delivered in a clean, tabular Excel workbook. The extraction must be fully automated (TDL, ODBC, or any method you’re comfortable with) so I can rerun it later, but this engagement covers a single execution and hand-over. Deliverables • An Excel file where each dataset appears as a properly labeled table, with field names matching Tally, dates and numbers intact, ready for analysis or import elsewhere. We will provide Tally data file. Let me know which approach you prefer (TDL, ODBC, etc.) and how quickly you can turn the finished workbook around. Please also advise your working days and hours.

I have an Excel workbook that stores my customer, product and order information. I want the data exposed through a clean GraphQL endpoint running on Mule 4 so that any client can query or update it without touching the raw spreadsheets. The job is centred on two things I specifically need: data transformation and data integration. First, the data sitting in the Excel sheets must be converted—via DataWeave—into tidy JSON objects that match the GraphQL schema. Second, that transformed output has to be integrated into a GraphQL service inside Anypoint, with resolvers wired up and ready to run. What I expect from you • A Mule 4 project (exportable from Anypoint Studio) that reads the Excel file, performs the DataWeave transformation and exposes the GraphQL endpoint. &bull...

Need existing database of European countries which u scrapped earlier

We are looking for a contract Data Engineer with hands-on experience in Microsoft Fabric to support pipeline development and data movement activities. You will help me: 1) Develop and manage data pipelines using Microsoft Fabric 2) Perform data loading and data migration activities 3) Ensure reliable and efficient data flow across systems Required Skills: 1) Strong experience with Microsoft Fabric 2) Proven experience in pipeline development 3) Hands-on exposure to data loading and data migration projects

I have an Excel file in my local disk that stores user information in eight columns, and I need a repeatable Power Automate flow that moves this data straight into a Dataverse table. The goal is to eliminate manual data entry completely. Here’s what I already have: • A structured Excel sheet stored in my local disk. • A Dataverse environment with the destination table created and the columns mapped 1-to-1 with the spreadsheet. What I need from you: • Build and configure a Power Automate flow that takes the file, reads every row, and inserts or updates the matching records in Dataverse. • Make sure errors—such as duplicate rows or missing required fields—are handled gracefully with clear email or Teams notifications. • Provide a short walkt...

My service company relies on SupplyPro for job intake and Housecall Pro for field operations. To eliminate double-entry, I need a lightweight interface that pulls new or updated Job details and Scheduling data from SupplyPro every day and posts them into Housecall Pro through their public API. Scope • Build or configure a script, micro-service, or low-maintenance middleware that can be scheduled to run daily. • Map SupplyPro fields to the corresponding objects in Housecall Pro—job name, description, appointment date/time, technician notes, and any other essentials we identify together. • Handle basic data-format compatibility so nothing breaks if SupplyPro formats dates, phone numbers, or addresses differently. • Provide clear, commented source code plus ...

I need a Google Sheet that automatically pulls historical data for any Indian stock I type in, lets me set a custom date range, and then shows: • Raw daily figures for any date range for traded volume, delivery volume, and the calculated delivery % • An auto-updating chart that visualises that percentage across the same period The flow I have in mind is simple: I enter a ticker (NSE symbol) and choose From / To dates; the sheet (perhaps through IMPORTHTML, IMPORTXML, an API, or Apps Script—whatever is most reliable) grabs the numbers, fills the table, and refreshes the line/column chart in one click. I should be able to repeat this on additional tabs for other symbols without rewriting code. Please build the sheet, wire up the data-fetch logic, create the delivery % fo...

I have two Excel report sheets and need help merging and comparing data between them. The final output should be a clean, automated dashboard that presents the results clearly.

I’m looking for a reliable way to mirror my on-premise SQL database to AWS RDS in real time. The web service you build will capture every change that hits the local tables—customer information, inventory data, and transaction records—then push those changes up to the cloud with minimal latency. My priorities are: • Zero data loss and consistent state between the two stores, even when connectivity drops temporarily. • Latency low enough to feel immediate to downstream apps that rely on the cloud copy. • A straightforward deployment path: I should be able to install the service on a Windows or Linux host beside the local database, point it at the RDS instance, and watch it run. Deliverables 1. Source code for the sync service (language and framewor...

I want to replace several manual reporting routines with an end-to-end AI workflow that ingests data from our internal finance databases and live web sources, then produces clear, timely analytics for management. Reporting and analytics are the sole focus—no transaction execution—so the system must excel at pulling, cleaning, and interpreting numbers rather than booking them. We also want to compare legal documents vs term sheets and excel spreadsheets Data sources • Company databases (SQL, flat files, Excel exports) - Dropbox all our files are in drop box • Extensive web scraping for competitor benchmarks and investment-market signals If you have ideas for safely adding external financial APIs later, let me know, but the two feeds above are mandatory. - Th...

I’m rolling out Joblogic across a multi-site facility management operation and need an experienced hand to make the transition smooth from day one. You should already know the ins-and-outs of Joblogic, be comfortable steering several moving parts at once, and communicate clearly with everyone from senior leadership to on-site technicians. Scope of work • Set up and configure our new Joblogic environment so it reflects existing workflows, asset hierarchies, and mobile field requirements. • Migrate historical data and integrate current data feeds without interrupting day-to-day service. • Deliver role-based training (remote and/or on-site) and concise support documentation so the team can hit the ground running. Acceptance criteria – Live Joblogic instanc...

I’ve mapped out a process to apply to roles on LinkedIn, Indeed, and Glassdoor automatically and now need a polished n8n workflow that ties it all together. Please note before bidding Payment In Indian Rupees INR You’ll receive my CV, cover-letter templates, and the messaging formats I already use. Your task is to translate that into a clean, modular n8n setup that can: • pull each opportunity from a sheet or form, • generate the appropriate documents from my templates, • submit the application through the portal’s API or form endpoint, and • notify me once the application lands. Fixed Deadlines Standard fields are fine; no elaborate custom objects are necessary—just a rock-solid flow that I can tweak later without digging into code. ...

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I need an experienced SQL professional who can take customer data sitting on a remote SQL Server and refresh the corresponding tables on our in-house server every day. The transfer must be reliable, consistent, and handled through SQL Server Management Studio (SSMS), as that is already part of our workflow and permissions model. Your job will be to analyse the source schema, map it cleanly to our destination tables, set up the daily pull / push routine, and keep concise logs so I can trace each run at a glance. Data consistency checks, graceful error handling, and verification reports are essential because the customer records drive several downstream apps on our side. The engagement is straightforward: configure the process, prove a few consecutive successful runs, document the step...

I have several Excel/CSV files filled entirely with numerical figures that I need migrated into a single Google Sheets workbook. Before the transfer, the data must be cleaned and reshaped—column headings reorganised, date and currency fields standardised, and redundant rows removed—so it lands in Sheets ready for instant analysis. You’ll work directly in Google Sheets, but you may need to manipulate the source files first in Excel (or another tool you prefer) to achieve the required structure. Accuracy is essential; formulas and totals in the final sheet should match the originals after reformatting. Deliverable: • A Google Sheets file containing all numbers from the source files, consistently formatted and fully validated. I’ll share the files and a brief m...

Título: Power App Model-Driven — Gestión de Pedidos de Libros Presupuesto: $200 - $250 USD (Precio Fijo) Descripción: Busco un desarrollador con experiencia en Power Apps (Model-Driven) y Dataverse para crear una aplicación sencilla de gestión de pedidos de libros. ¿Qué necesito? Tengo un negocio de venta y distribución de libros. Hasta ahora vengo manejando todo con un archivo Excel, pero ya me quedó chico. Necesito una Power App (preferiblemente model-driven) que me permita llevar el registro de mis clientes y sus pedidos, preparar las órdenes de compra a mis proveedores, y registrar los envíos que hago a los clientes (shipping log). Voy a compartir mi archivo Excel para que veas los datos que manejo actua...

Job Description: AI Implementation Specialist & Python Developer (Freelance) Contesto del Progetto SoldiExpert SCF, società di consulenza finanziaria indipendente , sta sviluppando un sistema proprietario di Intelligenza Artificiale Generativa per ottimizzare i processi aziendali. L'obiettivo è integrare i modelli LLM di Google all'interno dell'infrastruttura aziendale per gestire basi dati complesse e automatizzare task specialistici. Profilo Professionale Ricerchiamo un consulente freelance esperto in Intelligenza Artificiale e sviluppo Python per supportare l'implementazione di soluzioni avanzate di IA Generativa all'interno di un'infrastruttura aziendale esistente. Il candidato ideale possiede una solida esperienza nella configurazione di...

I have an ODB database sourced from the Statistics Canada page ( ) that lists every non-residential building across Canada. I need the entire dataset— every province, every building— exported into a single, clean .xlsx workbook. Please place all fields in one master sheet and activate an auto-filter row so I can sort and slice instantly. At minimum each record must include: building name (if present), street address, city, province, latitude, longitude, number of floors, and every other column that appears in the original ODB file. Both the full address string and the explicit lat/long coordinates have to be preserved so I can map or geocode later. The ODB occasionally stores lookup tables in separate relations; bring those values across so the sheet is human-readable—...

I’m wrapping up a new AI-driven automation service at TechMarX Pvt Ltd, and all core workflows must be live and demo-ready before 15 February. The single most critical piece is ERP workflow automation, but the full roll-out also covers lead research, LinkedIn outreach sequences, enrichment, and internal LinkedIn resource handling. You’ll step straight into an organised environment: tasks are already broken down, our interns are on hand for data collection or manual checks, and I’ll be available to unblock you quickly. All work is reviewed in a short demo first; once the solution is proven between 10:00 AM and 12:00 PM on or before the deadline, payment follows immediately. Deliverables • ERP workflow automation – stable, documented, and easily extendab...

I need a pathology expert to evaluate digital histopathological images. The primary focus is on identifying tumors or cancerous cells. Key Tasks: - Expert Evaluation: Assess digital histological specimens to identify biologically and clinically relevant structures, particularly tumors. - Image Annotation: Create expert annotations of selected structures using appropriate digital tools. - Integration Support: Provide consultancy on linking histological images with other data layers (spatial, molecular, or multi-omic data) and biological interpretation. Ideal skills and experience: - Expertise in pathology with a focus on histopathology - Proficiency in digital image analysis and annotation - Experience in data integration and biological interpretation Preferred Qualifications: - Certif...

Quero colocar o SAP Identity Access Governance em funcionamento no meu landscape, usando todos os recursos padrão da solução para gerir identidades e acessos. A prioridade é habilitar o módulo de governança e conectá-lo aos demais sistemas SAP já em uso, garantindo provisionamento consistente e relatórios de auditoria prontos para auditorias internas ou externas. O que preciso que você faça: • Avaliar rapidamente o ambiente SAP existente e definir a arquitetura de integração com o IAG. • Configurar o tenant SAP IAG, criar conectores para os outros sistemas SAP (por exemplo S/4HANA, SuccessFactors ou BW) e validar o tráfego de dados. • Definir políticas de acesso, pap&...

We are mid-migration to Retail Express and must have every product from 33 suppliers—about 4,000 SKUs—ready for a single, clean upload. I already have Retail Express’ import template, plus partial Excel sheets from each supplier, yet gaps remain. Your task is to take the existing files, reconcile them against the template, and fill in any blanks you discover for the three critical fields: • Missing SKUs • Missing Barcodes • Missing Descriptions Where information is absent, you’ll need to source it directly from the supplier catalogues or websites, confirm accuracy, and then complete the master spreadsheet. Once validated, the final file must load into Retail Express without errors or duplicates. Success is measured by a fully populated impo...

I have several years’ worth of historical records scattered across multiple files and sources, and I need them brought together inside a single, intuitive piece of software. Once everything is collated I want to be able to locate any record quickly through a clean, searchable database interface—no complicated menus or steep learning curve, just fast, accurate results. What the finished solution should let me do: • Import my existing historical datasets in their current formats. • Search, filter, and retrieve entries instantly by any relevant field. • Add or edit records without risking the underlying data integrity. • Export subsets of data when needed. This is first step,no app,or web site need,just a simple job,to correlate,import, organise,data, i...

I'm seeking an experienced IoT Systems Architect to develop a solution for monitoring environmental conditions. Key Requirements: - Digital Twin Integration - dMRV (digital Monitoring, Reporting, and Verification) - Real-time Dashboards for Data Visualization Ideal Skills and Experience: - Expertise in IoT architecture - Experience with digital twins and dMRV - Strong background in environmental monitoring - Proficiency in developing real-time dashboards Please provide examples of similar projects and your approach.

Project Description: I'm looking for an experienced developer or automation expert to set up an AI-powered Virtual Assistant (VA) integrated with my Launch Control account for real estate SMS outreach. The goal is to automate initial outreach, ongoing conversations, and re-engagement of existing leads without needing a human VA. This should handle 24/7 chatting, personalized responses, objection handling, and lead qualification while ensuring full compliance with TCPA rules (e.g., opt-outs, no spam). Key Requirements: Core Functionality: Use Launch Control's native Generative AI Assistant as the base for quick replies, drip sequences, and conversational flows. Automate re-engagement of existing leads: Segment leads, generate personalized SMS drips based on data like location, pa...

I manage my database inside the Compass Real Estate CRM and have a batch of leads sitting in a CSV/Excel file that need to live in the platform—cleanly mapped, de-duplicated, and fully searchable once they land. I’m looking for someone who already understands Compass workflows and can handle the end-to-end import without risking data loss or corrupt fields. Here’s what I need done: • Audit the CSV for missing or inconsistent fields, flag anything that could break the import, and normalise data where practical. • Map every column to the correct Compass fields (name, email, phone, tags, lead source, notes, etc.). • Perform a bulk upload, resolve duplicates, and confirm that each lead appears exactly once with complete information. • Configure any ...

I have several years’ worth of historical records scattered across multiple files and sources, and I need them brought together inside a single, intuitive piece of software. Once everything is collated I want to be able to locate any record quickly through a clean, searchable database interface—no complicated menus or steep learning curve, just fast, accurate results. What the finished solution should let me do: • Import my existing historical datasets in their current formats. • Search, filter, and retrieve entries instantly by any relevant field. • Add or edit records without risking the underlying data integrity. • Export subsets of data when needed. A lightweight desktop app or a modern web-based tool is fine as long as it feels responsive and se...

Job Description We are looking for an experienced Azure Data Engineer / Data Integration Specialist to design and implement a robust, scalable data pipeline that pulls data from the Blackbaud API and loads it into an Azure SQL Database using Azure Data Factory (ADF). The goal is to have a fully automated, secure, and monitored ETL pipeline that runs on a scheduled basis and supports future scaling. Project Scope 1. Data Ingestion Connect to Blackbaud REST APIs (OAuth authentication) Handle pagination, rate limits, and API throttling Extract multiple endpoints (e.g., constituents, gifts, transactions, etc.) 2. Data Transformation Clean, normalize, and structure raw API JSON Handle nulls, schema drift, and data type conversions Add audit fields (load date, source system, batch id) 3. Data Lo...

I already have a scenario set up and ready to run—what I’m missing is an active, fully-functional LinkedIn Sales Navigator seat that I can connect my Vayne module to. If you currently hold such an account and can grant API or session-cookie access (whichever method you normally use for integrations), let’s work together. Once connected, I’ll handle the filtering logic inside , but I need your account to serve as the data source and, ideally, your guidance to be sure the pull limits stay within LinkedIn’s acceptable use. When you reply, focus on your experience—how you’ve successfully linked Sales Navigator with automation platforms before, any anti-scrape precautions you follow, and typical daily search volumes you’ve handled without issu...

We are a fast-growing multispecialty healthcare brand in Mumbai handling high volumes of patient enquiries from calls, WhatsApp, website forms, ads, and referrals. We are looking for an experienced freelancer to design and implement an AI-powered sales and marketing automation system. The goal of this system is to: * Improve enquiry-to-appointment conversion * Automate follow-ups and reminders * Route leads to the correct medical specialty * Enable WhatsApp automation and two-way conversations * Provide clear dashboards and CRM pipelines for tracking performance * This is a Phase-1 MVP project with milestone-based payments and potential long-term work after successful delivery.

I’m interested in buying an existing dataset you’ve already scraped from TruePeopleSearch. What I specifically need is the contact information section—phone numbers for sure, and any email addresses or other direct lines you may have captured at the same time. I don’t need the address history or relatives/associates fields, so feel free to leave those out if they’re present. This is not a fresh scrape request; I only want data that you currently have on hand. Anything compiled within roughly the last twelve months is perfect, but older archives could still be useful if they’re large and well-structured. I’m flexible on format: CSV, Excel, or JSON all work. Just let me know which one your files are in, when the data was pulled, and roughly how man...

I want my day-to-day accounting work in Zoho Books to run on autopilot. From raising invoices to logging expenses and compiling real-time financial reports, every repetitive click should disappear behind well-built automations. Here’s the picture: • The only app involved is Zoho Books. • All core modules—Invoicing, Sales and Financial Reporting—need hands-free workflows. • I’m open to whichever native tools you prefer (Deluge scripts, Custom Functions, Zoho Flow, webhooks, APIs). The outcome just has to be reliable, auditable, and easy for me to maintain. Deliverables will be considered complete when: A. Sales, Stock & Billing Controls 1. Stock Visibility at Sales Order & Billing Stage Available stock (SKU-wise) must be visible while ...