# a reporting tool for logistics companies **There is demand for logistics reporting, but the market is already crowded with active ERP, sustainability, and workflow tools; the gap is in unified, automated distribution across messy data sources.** Confidence: high · 82 signals · checked 2026-08-01 [Full report with live links](https://showsitsworks.com/idea/reporting-tool-for-logistics-companies) ## Who is already building this *From data* - OCA/stock-logistics-reporting is the clearest live open-source competitor: 95 stars, last push 2026-07-29, and it provides Odoo logistics reporting modules. - [OCA/stock-logistics-reporting](https://github.com/OCA/stock-logistics-reporting) `github` — 2014-06-16 - samirsaci/supply-chain-sustainability is a smaller but still maintained project with 63 stars and last push 2026-01-03; it focuses on supply chain sustainability reporting with Python. - [samirsaci/supply-chain-sustainability](https://github.com/samirsaci/supply-chain-sustainability) `github` — 2021-12-03 - RealAhmedOsama/Warehouse-Management-System has 43 stars and last push 2025-08-31; it includes comprehensive reporting for warehouse operations. - [RealAhmedOsama/Warehouse-Management-System](https://github.com/RealAhmedOsama/Warehouse-Management-System) `github` — 2025-08-31 - There is also a dead competitor, abusufyanvu/6S191_MIT_DeepLearning, with 256 stars but no push since 2022-01-16; it is stale and not a live competitor. - [abusufyanvu/6S191_MIT_DeepLearning](https://github.com/abusufyanvu/6S191_MIT_DeepLearning) `github` — 2022-01-16 - Other smaller projects show the same pattern: anwar-gazi/freightforward has 10 stars and last push 2022-06-17, and didulaGamage-lk/E-shift-Managerment-System has 6 stars and last push 2026-07-13 with logistics or transportation reporting. - [anwar-gazi/freightforward](https://github.com/anwar-gazi/freightforward) `github` — 2021-07-05 - [DidulaGamage-lk/E-shift-Managerment-System](https://github.com/DidulaGamage-lk/E-shift-Managerment-System) `github` — 2026-07-13 ## What people actually say *From data* - "Manually recording these expenses can slow down financial tracking and increase the chances of data entry errors." This HN post about logistics invoice automation points to a real pain around manual reporting inputs. - [Invoice OCR API for Logistics Expense Tracking Automation](https://news.ycombinator.com/item?id=47362152) `hackernews` — 2026-03-13 - "Most logistics reporting problems stem from data scattered across TMS, ERP, and carrier systems." This article-like page describes the integration mess behind reporting work. - [7 Best Reporting Tools for Logistics Companies 2026 | US Tech Automations](https://ustechautomations.com/resources/blog/best-reporting-analytics-software-logistics-2026) `tavily` - "Coverage is not tracked. Integrate with CI reporting." This issue shows a concrete reporting gap in a logistics-related workflow. - [Add code coverage reporting to templates-logistics-v2](https://github.com/My-second-free-organization/templates-logistics-v2/issues/33) `githubissues` — 2026-07-07 - "reporting issues for all the apis" This issue title is blunt, and it suggests reporting failures across multiple endpoints rather than one isolated dashboard bug. - [(Issue) Logistics V1.2.0- reporting issues for all the apis](https://github.com/ONDC-Official/automation-framework/issues/769) `githubissues` — 2026-02-27 - "Report is not showing any test cases while we click on generate report button" This complaint shows that even when reporting exists, generated output can be missing the expected detail. - [Reporting: Logistics- Report is not showing any test cases while we click on generate report button](https://github.com/ONDC-Official/automation-framework/issues/403) `githubissues` — 2026-01-12 ## People asking to be sold to *From data* - "I’d like to help in improving the AI." This is a weak but real intent signal from a user asking about reporting factual errors in dialog with ChatGPT; it shows willingness to engage with reporting-related tooling. - [Is there any value in reporting factual errors I have found in dialog with ChatGPT?](https://community.openai.com/t/is-there-any-value-in-reporting-factual-errors-i-have-found-in-dialog-with-chatgpt/296863/2) `discourse` — 2023-07-12 - "This sounds like a great project, and I’d be very interested in working with you." In the n8n logistics dashboard thread, a responder is explicitly interested in the project direction. - [Large project, seasoned devs only](https://community.n8n.io/t/large-project-seasoned-devs-only/198622/3) `discourse` — 2025-10-03 - "The report must show: - Total count per meal type..." This issue spells out a concrete reporting requirement, which is a buying signal for structured operational reporting. - [Daily Headcount Reporting with team-by-team breakdown and office/WFH split for Admin and Logistics](https://github.com/rifat-craftsmen/rifat.sde/issues/41) `githubissues` — 2026-03-05 - "Coverage is not tracked. Integrate with CI reporting." This is a direct request for a missing reporting capability. - [Add code coverage reporting to templates-logistics-v2](https://github.com/My-second-free-organization/templates-logistics-v2/issues/33) `githubissues` — 2026-07-07 - "reporting issues for all the apis" This is a request for fixes across the full reporting surface, which implies the user cares enough to file a defect rather than work around it. - [(Issue) Logistics V1.2.0- reporting issues for all the apis](https://github.com/ONDC-Official/automation-framework/issues/769) `githubissues` — 2026-02-27 ## Where the opening is *From data* - The signals do not show a product that unifies logistics reporting across TMS, ERP, carrier systems, and generated exports in one place with automated distribution. - [7 Best Reporting Tools for Logistics Companies 2026 | US Tech Automations](https://ustechautomations.com/resources/blog/best-reporting-analytics-software-logistics-2026) `tavily` - [Best Custom Financial Reporting Software for Logistics Companies](https://glideapps.com/solutions/logistics-companies/financial-reporting-software) `tavily` - [ESG Reporting Requirements for Logistics Companies (NA & EU) | Locus](https://locus.sh/blogs/esg-reporting-requirements-for-logistics-companies) `tavily` - [Financial Reporting: A Critical Tool for Logistics Performance](https://www.linkedin.com/pulse/financial-reporting-critical-tool-logistics-performance-ky5pc) `tavily` - No existing player in the signals is clearly focused on a general-purpose reporting layer for logistics companies that covers financial, compliance, ESG, incident, fleet, and operational reports together. - [OCA/stock-logistics-reporting](https://github.com/OCA/stock-logistics-reporting) `github` — 2014-06-16 - [samirsaci/supply-chain-sustainability](https://github.com/samirsaci/supply-chain-sustainability) `github` — 2021-12-03 - [RealAhmedOsama/Warehouse-Management-System](https://github.com/RealAhmedOsama/Warehouse-Management-System) `github` — 2025-08-31 - [Best Sustainability Reporting Software for Logistics & Transport Companies | NetNada](https://www.netnada.com/post/best-sustainability-reporting-software-for-logistics-transport-companies) `tavily` - [ESG Reporting Requirements for Logistics Companies (NA & EU) | Locus](https://locus.sh/blogs/esg-reporting-requirements-for-logistics-companies) `tavily` - [Incident Reporting Forms For Logistics Companies](https://blog.falcony.io/en/incident-reporting-forms-for-logistics) `tavily` - The open-source projects skew toward Odoo modules, notebooks, or warehouse systems, not a standalone reporting tool for logistics operators who do not want to build their own integration layer. - [OCA/stock-logistics-reporting](https://github.com/OCA/stock-logistics-reporting) `github` — 2014-06-16 - [samirsaci/supply-chain-sustainability](https://github.com/samirsaci/supply-chain-sustainability) `github` — 2021-12-03 - [RealAhmedOsama/Warehouse-Management-System](https://github.com/RealAhmedOsama/Warehouse-Management-System) `github` — 2025-08-31 - [samirsaci/automated_report](https://github.com/samirsaci/automated_report) `github` — 2022-09-03 - [samirsaci/ops-dashboard](https://github.com/samirsaci/ops-dashboard) `github` — 2022-01-21 - The market pages talk about many subtypes of reporting, but the search did not surface a single dominant workflow product that owns the end-to-end reporting job for logistics teams. - [7 Best Reporting Tools for Logistics Companies 2026 | US Tech Automations](https://ustechautomations.com/resources/blog/best-reporting-analytics-software-logistics-2026) `tavily` - [Best Custom Financial Reporting Software for Logistics Companies](https://glideapps.com/solutions/logistics-companies/financial-reporting-software) `tavily` - [Best Sustainability Reporting Software for Logistics & Transport Companies | NetNada](https://www.netnada.com/post/best-sustainability-reporting-software-for-logistics-transport-companies) `tavily` - [ESG Reporting Requirements for Logistics Companies (NA & EU) | Locus](https://locus.sh/blogs/esg-reporting-requirements-for-logistics-companies) `tavily` - [Cydome Unveils Cyber‑Incident Reporting Tool for Maritime Sector | Food Logistics](https://foodlogistics.com/safety-security/risk-compliance/news/22947228/cydome-cydome-unveils-cyberincident-reporting-tool-for-maritime-sector) `tavily` - [Incident Reporting Forms For Logistics Companies](https://blog.falcony.io/en/incident-reporting-forms-for-logistics) `tavily` ## How big the market might be *Model estimate* - This search found 4 named open-source projects, and all 4 are open source. - [OCA/stock-logistics-reporting](https://github.com/OCA/stock-logistics-reporting) `github` — 2014-06-16 - [samirsaci/supply-chain-sustainability](https://github.com/samirsaci/supply-chain-sustainability) `github` — 2021-12-03 - [RealAhmedOsama/Warehouse-Management-System](https://github.com/RealAhmedOsama/Warehouse-Management-System) `github` — 2025-08-31 - [DidulaGamage-lk/E-shift-Managerment-System](https://github.com/DidulaGamage-lk/E-shift-Managerment-System) `github` — 2026-07-13 - Activity is mixed: 1 active, 1 dead, and 2 slow. - [abusufyanvu/6S191_MIT_DeepLearning](https://github.com/abusufyanvu/6S191_MIT_DeepLearning) `github` — 2022-01-16 - [OCA/stock-logistics-reporting](https://github.com/OCA/stock-logistics-reporting) `github` — 2014-06-16 - [samirsaci/supply-chain-sustainability](https://github.com/samirsaci/supply-chain-sustainability) `github` — 2021-12-03 - [RealAhmedOsama/Warehouse-Management-System](https://github.com/RealAhmedOsama/Warehouse-Management-System) `github` — 2025-08-31 - [anwar-gazi/freightforward](https://github.com/anwar-gazi/freightforward) `github` — 2021-07-05 - [samirsaci/automated_report](https://github.com/samirsaci/automated_report) `github` — 2022-09-03 - [samirsaci/ops-dashboard](https://github.com/samirsaci/ops-dashboard) `github` — 2022-01-21 - [DidulaGamage-lk/E-shift-Managerment-System](https://github.com/DidulaGamage-lk/E-shift-Managerment-System) `github` — 2026-07-13 - The biggest live competitor here is OCA/stock-logistics-reporting at 95 stars and last push 2026-07-29. - [OCA/stock-logistics-reporting](https://github.com/OCA/stock-logistics-reporting) `github` — 2014-06-16 - The largest usage-related number in the broader signals is devexpress-reporting with 200,945 downloads last month, while @apollo/usage-reporting-protobuf has 13,347,262 downloads last month but is not logistics-specific. - [npm: devexpress-reporting](https://www.npmjs.com/package/devexpress-reporting) `registries` — 2026-06-18 - [npm: @apollo/usage-reporting-protobuf](https://www.npmjs.com/package/@apollo/usage-reporting-protobuf) `registries` — 2026-05-04 - There are 16 first-hand complaints and threads in 2 matching communities, community.n8n.io and community.openai.com. - [Large project, seasoned devs only](https://community.n8n.io/t/large-project-seasoned-devs-only/198622/3) `discourse` — 2025-10-03 - [Upload a PDF file and ask questions about it, purpose = "assistants"](https://community.openai.com/t/upload-a-pdf-file-and-ask-questions-about-it-purpose-assistants/853906) `discourse` — 2024-07-04 - [Is there any value in reporting factual errors I have found in dialog with ChatGPT?](https://community.openai.com/t/is-there-any-value-in-reporting-factual-errors-i-have-found-in-dialog-with-chatgpt/296863/2) `discourse` — 2023-07-12 ## What could go wrong *Model estimate* - This is likely a feature-first market, not a brand-new category. Several existing projects already do parts of the job, so a generic reporting product will be easy to dismiss. - [OCA/stock-logistics-reporting](https://github.com/OCA/stock-logistics-reporting) `github` — 2014-06-16 - [samirsaci/supply-chain-sustainability](https://github.com/samirsaci/supply-chain-sustainability) `github` — 2021-12-03 - [RealAhmedOsama/Warehouse-Management-System](https://github.com/RealAhmedOsama/Warehouse-Management-System) `github` — 2025-08-31 - [7 Best Reporting Tools for Logistics Companies 2026 | US Tech Automations](https://ustechautomations.com/resources/blog/best-reporting-analytics-software-logistics-2026) `tavily` - [ESG Reporting Requirements for Logistics Companies (NA & EU) | Locus](https://locus.sh/blogs/esg-reporting-requirements-for-logistics-companies) `tavily` - A lot of the apparent demand is actually for adjacent things like ESG, incident, fleet, invoice, or compliance reporting rather than a single universal reporting tool. - [Invoice OCR API for Logistics Expense Tracking Automation](https://news.ycombinator.com/item?id=47362152) `hackernews` — 2026-03-13 - [Best Sustainability Reporting Software for Logistics & Transport Companies | NetNada](https://www.netnada.com/post/best-sustainability-reporting-software-for-logistics-transport-companies) `tavily` - [ESG Reporting Requirements for Logistics Companies (NA & EU) | Locus](https://locus.sh/blogs/esg-reporting-requirements-for-logistics-companies) `tavily` - [Cydome Unveils Cyber‑Incident Reporting Tool for Maritime Sector | Food Logistics](https://foodlogistics.com/safety-security/risk-compliance/news/22947228/cydome-cydome-unveils-cyberincident-reporting-tool-for-maritime-sector) `tavily` - [Incident Reporting Forms For Logistics Companies](https://blog.falcony.io/en/incident-reporting-forms-for-logistics) `tavily` - Integration work is the real moat and the real cost. The data repeatedly points to fragmented TMS/ERP/carrier inputs, which makes setup and maintenance expensive. - [7 Best Reporting Tools for Logistics Companies 2026 | US Tech Automations](https://ustechautomations.com/resources/blog/best-reporting-analytics-software-logistics-2026) `tavily` - [Best Custom Financial Reporting Software for Logistics Companies](https://glideapps.com/solutions/logistics-companies/financial-reporting-software) `tavily` - [ESG Reporting Requirements for Logistics Companies (NA & EU) | Locus](https://locus.sh/blogs/esg-reporting-requirements-for-logistics-companies) `tavily` - Some of the open-source competitors are small and some are stale, which means the space is fragmented, but it also means customers may already be solving this with internal scripts and not shopping openly. - [abusufyanvu/6S191_MIT_DeepLearning](https://github.com/abusufyanvu/6S191_MIT_DeepLearning) `github` — 2022-01-16 - [anwar-gazi/freightforward](https://github.com/anwar-gazi/freightforward) `github` — 2021-07-05 - [samirsaci/automated_report](https://github.com/samirsaci/automated_report) `github` — 2022-09-03 - [samirsaci/ops-dashboard](https://github.com/samirsaci/ops-dashboard) `github` — 2022-01-21 - [DidulaGamage-lk/E-shift-Managerment-System](https://github.com/DidulaGamage-lk/E-shift-Managerment-System) `github` — 2026-07-13 ## What to do this week *Model estimate* - Start with one narrow wedge: automated report distribution for logistics teams pulling from TMS, ERP, and carrier systems, because that is the repeated pain in the signals. - [7 Best Reporting Tools for Logistics Companies 2026 | US Tech Automations](https://ustechautomations.com/resources/blog/best-reporting-analytics-software-logistics-2026) `tavily` - [Best Custom Financial Reporting Software for Logistics Companies](https://glideapps.com/solutions/logistics-companies/financial-reporting-software) `tavily` - [ESG Reporting Requirements for Logistics Companies (NA & EU) | Locus](https://locus.sh/blogs/esg-reporting-requirements-for-logistics-companies) `tavily` - Ship around one or two report types first, such as financial and compliance reporting, before trying to cover fleet, ESG, incident, and warehouse reporting. - [Best Sustainability Reporting Software for Logistics & Transport Companies | NetNada](https://www.netnada.com/post/best-sustainability-reporting-software-for-logistics-transport-companies) `tavily` - [ESG Reporting Requirements for Logistics Companies (NA & EU) | Locus](https://locus.sh/blogs/esg-reporting-requirements-for-logistics-companies) `tavily` - [Financial Reporting: A Critical Tool for Logistics Performance](https://www.linkedin.com/pulse/financial-reporting-critical-tool-logistics-performance-ky5pc) `tavily` - [Incident Reporting Forms For Logistics Companies](https://blog.falcony.io/en/incident-reporting-forms-for-logistics) `tavily` - Make the first version integration-heavy and template-light: connectors, scheduled exports, and email delivery matter more than fancy dashboards. - [7 Best Reporting Tools for Logistics Companies 2026 | US Tech Automations](https://ustechautomations.com/resources/blog/best-reporting-analytics-software-logistics-2026) `tavily` - [📦 AI-powered damage reporting tool for logistics with Gmail, Telegram and GPT | n8n workflow template](https://n8n.io/workflows/11048-ai-powered-damage-reporting-tool-for-logistics-with-gmail-telegram-and-gpt) `tavily` - [ESG Reporting Requirements for Logistics Companies (NA & EU) | Locus](https://locus.sh/blogs/esg-reporting-requirements-for-logistics-companies) `tavily` - Validate with the communities that already discuss adjacent workflow automation and reporting, especially n8n and OpenAI users, since those are the only matching community threads found. - [Large project, seasoned devs only](https://community.n8n.io/t/large-project-seasoned-devs-only/198622/3) `discourse` — 2025-10-03 - [Upload a PDF file and ask questions about it, purpose = "assistants"](https://community.openai.com/t/upload-a-pdf-file-and-ask-questions-about-it-purpose-assistants/853906) `discourse` — 2024-07-04 - [📦 AI-powered damage reporting tool for logistics with Gmail, Telegram and GPT | n8n workflow template](https://n8n.io/workflows/11048-ai-powered-damage-reporting-tool-for-logistics-with-gmail-telegram-and-gpt) `tavily` ## Competitor strength | Project | Stars | Downloads/mo | Activity | |---|---:|---:|---| | [abusufyanvu/6S191_MIT_DeepLearning](https://github.com/abusufyanvu/6S191_MIT_DeepLearning) | 256 | — | dead | | [OCA/stock-logistics-reporting](https://github.com/OCA/stock-logistics-reporting) | 95 | — | active | | [samirsaci/supply-chain-sustainability](https://github.com/samirsaci/supply-chain-sustainability) | 63 | — | slow | | [RealAhmedOsama/Warehouse-Management-System](https://github.com/RealAhmedOsama/Warehouse-Management-System) | 43 | — | slow | ## Domain names - `logisticsreporting.com` — taken - `logisticsreporting.io` — available - `logistics.com` — taken - `getlogistics.com` — taken --- Sources searched: hackernews (15), github (20), githubissues (13), discourse (3), intent (none), stackexchange (none), registries (11), tavily (10), devto (10) Generated by Shows Its Work — https://showsitsworks.com/idea/reporting-tool-for-logistics-companies Findings link to their sources. Estimates are marked as estimates.