# a scheduling tool for logistics companies

**There is demand for logistics scheduling, but the market is already crowded with mostly dead tools and a few active optimization platforms; a generic scheduler is not a clear wedge.**

Confidence: high  ·  103 signals  ·  checked 2026-08-01

[Full report with live links](https://showsitsworks.com/idea/scheduling-tool-for-logistics-companies)

## Who is already building this

*From data*

- usnistgov/NEMO is an active Python logistics web app with 178 stars and a last push on 2026-08-01. It schedules reservations, controls tool access, and tracks maintenance issues.
  - [usnistgov/NEMO](https://github.com/usnistgov/NEMO) `github` — 2016-10-03
- endmr11/routing_app has 120 stars, was last pushed on 2025-05-17, and covers vehicle routing, delivery scheduling, and optimization in logistics operations. It looks maintained, though not very active.
  - [endmr11/routing_app](https://github.com/endmr11/routing_app) `github` — 2025-05-14
- Forward-Wang/Logistics-transportation-vehicle-scheduling has 38 stars and has been stale since 2018-08-16. It is a dead competitor.
  - [Forward-Wang/Logistics-transportation-vehicle-scheduling](https://github.com/Forward-Wang/Logistics-transportation-vehicle-scheduling) `github` — 2018-08-23
- Amoiensis/JD-Logistics-Scheduling-GOC has 30 stars and was last pushed on 2024-07-03. It is also stale.
  - [Amoiensis/JD-Logistics-Scheduling-GOC](https://github.com/Amoiensis/JD-Logistics-Scheduling-GOC) `github` — 2019-08-27
- Funkmyster/awesome-supply-chain has 291 stars but has been stale since 2023-10-28. It is a curated list, not a product.
  - [Funkmyster/awesome-supply-chain](https://github.com/Funkmyster/awesome-supply-chain) `github` — 2017-05-30
- OpenCLSim has 21 stars and was last pushed on 2025-12-11. It is still maintained and focuses on rule-driven scheduling of cyclic activities.
  - [TUDelft-CITG/OpenCLSim](https://github.com/TUDelft-CITG/OpenCLSim) `github` — 2018-07-13

## What people actually say

*From data*

- "Scheduling is a constraint satisfaction problem disguised as email!" This comes from a launch post about AI scheduling, and it matches the messy coordination problem in logistics too.
  - [Launch HN: Vela (YC W26) – AI for complex scheduling](https://news.ycombinator.com/item?id=47264741) `hackernews` — 2026-03-05
- "we help developers build and test logistics algorithms faster." This is from Nextmv’s launch discussion and shows people pay attention to tooling that speeds up logistics optimization work.
  - [Launch HN: Nextmv (YC W20) – Developer-friendly logistics algorithms](https://news.ycombinator.com/item?id=22630426) `hackernews` — 2020-03-19
- "We’re building Terusama... a truck appointment system for logistics teams at warehouses and distribution centers." This is direct evidence that truck appointment scheduling is a real subproblem people build for.
  - [Launch HN: Terusama (YC W20) – We help warehouses schedule trucks](https://news.ycombinator.com/item?id=22550539) `hackernews` — 2020-03-11
- "The system must first attempt to generate a schedule using a single-crane allocation strategy." This complaint shows scheduling logic is still being specified in detail in real logistics software work.
  - [(IARTI) 3.4.5 As a Logistics Operator, I want the scheduling module to support the use of multiple cranes when a single-crane solution cannot eliminate vessel d](https://github.com/Departamento-de-Engenharia-Informatica/LEI-SEM5-PI-2025-26-3NA-04/issues/47) `githubissues` — 2025-11-02

## People asking to be sold to

*From data*

- "They will pay for a lightweight tool that surfaces travel-time conflicts before a schedule is published" This is the clearest willingness-to-pay signal in the set.
  - [(experiment) SMB multi-branch staff scheduling with transport logistics](https://github.com/muaddibco/RealWorldProblems/issues/1149) `githubissues` — 2026-03-06
- "The goal is to make it easier to see what can be shipped, what is ready, and what is still blocking shipment." That is a concrete unmet need for planning visibility.
  - [Improve logistics planning and shipment scheduling visibility](https://github.com/SheetMetalConnect/eryxon-flow/issues/880) `githubissues` — 2026-05-27
- "Add a better planning and scheduling view for logistics." This is a direct request for a better scheduler UI and workflow.
  - [Improve logistics planning and shipment scheduling visibility](https://github.com/SheetMetalConnect/eryxon-flow/issues/880) `githubissues` — 2026-05-27
- "Fast, reliable scheduling software for manufacturing & logistics businesses. Schedule staff in minutes to match demand & budget." This shows the market already expects dedicated scheduling software for logistics-adjacent operations.
  - [Logistics & Manufacturing Employee Scheduling Software](https://www.deputy.com/industry/manufacturing-logistics) `tavily`
- "We help warehouses schedule trucks" This is a specific buyer-facing promise for a logistics scheduling product category.
  - [Launch HN: Terusama (YC W20) – We help warehouses schedule trucks](https://news.ycombinator.com/item?id=22550539) `hackernews` — 2020-03-11

## Where the opening is

*Model estimate*

- The signals do not show a product that combines shift scheduling, dock/truck appointment scheduling, and travel-time conflicts in one logistics-specific workflow.
  - [Launch HN: Terusama (YC W20) – We help warehouses schedule trucks](https://news.ycombinator.com/item?id=22550539) `hackernews` — 2020-03-11
  - [(experiment) SMB multi-branch staff scheduling with transport logistics](https://github.com/muaddibco/RealWorldProblems/issues/1149) `githubissues` — 2026-03-06
  - [Improve logistics planning and shipment scheduling visibility](https://github.com/SheetMetalConnect/eryxon-flow/issues/880) `githubissues` — 2026-05-27
  - [Best Dock Scheduling Software for Efficient Warehouse Operations](https://terminal-industries.com/all-resources/best-dock-scheduling-software-for-efficient-warehouse-operations) `tavily`
- The open-source projects mostly cover routing, optimization, or simulation, not day-to-day dispatch planning for operators.
  - [usnistgov/NEMO](https://github.com/usnistgov/NEMO) `github` — 2016-10-03
  - [endmr11/routing_app](https://github.com/endmr11/routing_app) `github` — 2025-05-14
  - [TUDelft-CITG/OpenCLSim](https://github.com/TUDelft-CITG/OpenCLSim) `github` — 2018-07-13
  - [ShadowOS/Inventory-Routing-Problem-IRP-](https://github.com/ShadowOS/Inventory-Routing-Problem-IRP-) `github` — 2019-08-13
  - [Ahmed-Naserelden/Courier-Management-System](https://github.com/Ahmed-Naserelden/Courier-Management-System) `github` — 2023-04-19
- There is no clear evidence of a modern, maintained tool focused on publish-first logistics scheduling with mobile staff views, swap handling, and blocker visibility.
  - [Best logistics scheduling software (2026) | Heyshift Blog | Heyshift](https://heyshift.io/blog/best-employee-scheduling-software-for-logistics-companies) `tavily`
  - [Build Logistics Scheduling Software With AI | Glide](https://www.glideapps.com/use-cases/logistics-management/logistics-scheduling-software) `tavily`
  - [Appointment Scheduling Software | Driver Schedule](https://www.driverschedule.com/features/appointment-scheduling) `tavily`
  - [Best Delivery Scheduling Software in 2025: Top 10 Solutions (Review)](https://elogii.com/blog/best-delivery-scheduling-software) `tavily`
  - [Logistics & Manufacturing Employee Scheduling Software](https://www.deputy.com/industry/manufacturing-logistics) `tavily`
  - [Best Dock Scheduling Software for Efficient Warehouse Operations](https://terminal-industries.com/all-resources/best-dock-scheduling-software-for-efficient-warehouse-operations) `tavily`

## How big the market might be

*Model estimate*

- This search found 6 named open-source projects, and 5 of them are dead while 1 is active.
  - [usnistgov/NEMO](https://github.com/usnistgov/NEMO) `github` — 2016-10-03
  - [endmr11/routing_app](https://github.com/endmr11/routing_app) `github` — 2025-05-14
  - [Forward-Wang/Logistics-transportation-vehicle-scheduling](https://github.com/Forward-Wang/Logistics-transportation-vehicle-scheduling) `github` — 2018-08-23
  - [Amoiensis/JD-Logistics-Scheduling-GOC](https://github.com/Amoiensis/JD-Logistics-Scheduling-GOC) `github` — 2019-08-27
  - [TUDelft-CITG/OpenCLSim](https://github.com/TUDelft-CITG/OpenCLSim) `github` — 2018-07-13
  - [ShadowOS/Inventory-Routing-Problem-IRP-](https://github.com/ShadowOS/Inventory-Routing-Problem-IRP-) `github` — 2019-08-13
  - [Ahmed-Naserelden/Courier-Management-System](https://github.com/Ahmed-Naserelden/Courier-Management-System) `github` — 2023-04-19
  - [AIRI-Institute/heterogat-scheduling-logistics](https://github.com/AIRI-Institute/heterogat-scheduling-logistics) `github` — 2024-11-15
- There were 24 first-hand complaints, 3 unsolved questions, and 0 stated wants across the collected signals.
  - [🚐 Tour Route & Scheduling Logistics](https://github.com/DijieDeng/venue-tour-planning/issues/4) `githubissues` — 2026-07-23
  - [(FEATURE) Scheduling and Logistics](https://github.com/theaiconsultantuk/ai-workshop-ontology/issues/36) `githubissues` — 2026-02-13
  - [Calendar Scheduling Logistics](https://github.com/Jenna-Zing/SB-Capstone-jzbakes-fe-react-vite/issues/16) `githubissues` — 2025-12-15
  - [RESEARCH MATRIX 11: Automated WhatsApp logistics for interview scheduling](https://github.com/dwalsh8716-collab/Jobstodoincodex/issues/100) `githubissues` — 2026-06-10
  - [(experiment) SMB multi-branch staff scheduling with transport logistics](https://github.com/muaddibco/RealWorldProblems/issues/1149) `githubissues` — 2026-03-06
  - [Logistics Analytics, Routing and Scheduling.](https://github.com/KevinFasusi/supplychainpy/issues/37) `githubissues` — 2016-11-19
  - [Improve logistics planning and shipment scheduling visibility](https://github.com/SheetMetalConnect/eryxon-flow/issues/880) `githubissues` — 2026-05-27
  - [11. Logistics & Pickup Scheduling](https://github.com/SOEN490-CAPSTONE2026/FoodFlow/issues/12) `githubissues` — 2025-09-18
  - [(IARTI) 3.4.5 As a Logistics Operator, I want the scheduling module to support the use of multiple cranes when a single-crane solution cannot eliminate vessel d](https://github.com/Departamento-de-Engenharia-Informatica/LEI-SEM5-PI-2025-26-3NA-04/issues/47) `githubissues` — 2025-11-02
  - [(IARTI) 4.3.2. As a Logistics Operator, I want the system to automatically select the most suitable scheduling algorithm (optimal, heuristic, or genetic) based ](https://github.com/Departamento-de-Engenharia-Informatica/LEI-SEM5-PI-2025-26-3NA-04/issues/101) `githubissues` — 2025-11-30
  - [Are there resources about logistics?](https://stackoverflow.com/questions/1653806/are-there-resources-about-logistics) `stackexchange` — 2009-10-31
  - [Access and scheduling of FHIR Questionnaire resource](https://stackoverflow.com/questions/32348567/access-and-scheduling-of-fhir-questionnaire-resource) `stackexchange` — 2015-09-02
  - [Optimization algorithms for Distribution and Logistics scenario](https://stackoverflow.com/questions/37420534/optimization-algorithms-for-distribution-and-logistics-scenario) `stackexchange` — 2016-05-24
- The largest usage signal in the set is a 57,634,937-download npm package, though it is only a React hook and not logistics-specific.
  - [npm: use-isomorphic-layout-effect](https://www.npmjs.com/package/use-isomorphic-layout-effect) `registries` — 2025-05-16
- Matching discussion showed up in 4 communities: community.home-assistant.io, community.n8n.io, discuss.python.org, and Hacker News.
  - [N8N Automation Developer Needed](https://community.n8n.io/t/n8n-automation-developer-needed/269830/13) `discourse` — 2026-02-26
  - [For your consideration: Proposed bylaws changes to improve our membership experience](https://discuss.python.org/t/for-your-consideration-proposed-bylaws-changes-to-improve-our-membership-experience/55696/21) `discourse` — 2024-06-15
  - [Signups (finally) open for the Python Packaging Summit 2023!](https://discuss.python.org/t/signups-finally-open-for-the-python-packaging-summit-2023/24835) `discourse` — 2023-03-14
  - [HA-Remote Control](https://community.home-assistant.io/t/ha-remote-control/922706/214) `discourse` — 2026-02-14
  - [Hybrid MARL + Linear Programming Architecture for Logistics Scheduling](https://news.ycombinator.com/item?id=46878991) `hackernews` — 2026-02-03
  - [Show HN: Vibesolve.ai – Turn plain English into Timefold code](https://news.ycombinator.com/item?id=48671822) `hackernews` — 2026-06-25
  - [Launch HN: Nextmv (YC W20) – Developer-friendly logistics algorithms](https://news.ycombinator.com/item?id=22630426) `hackernews` — 2020-03-19
  - [Launch HN: Vela (YC W26) – AI for complex scheduling](https://news.ycombinator.com/item?id=47264741) `hackernews` — 2026-03-05
  - [Launch HN: Great Question (YC W21) – Customer research tools for software teams](https://news.ycombinator.com/item?id=26079141) `hackernews` — 2021-02-09
  - [Launch HN: Terusama (YC W20) – We help warehouses schedule trucks](https://news.ycombinator.com/item?id=22550539) `hackernews` — 2020-03-11
  - [Looking for design partners – Building Agent-mediated communication](https://news.ycombinator.com/item?id=48114036) `hackernews` — 2026-05-12
  - [Is It Realistic to Find Volunteer Devs for a Non-Profit Medical Platform?](https://news.ycombinator.com/item?id=41748778) `hackernews` — 2024-10-05
  - [Scaling Hiring with AI: How MokaHR Automates Recruitment](https://news.ycombinator.com/item?id=43468840) `hackernews` — 2025-03-25

## What could go wrong

*Model estimate*

- This is a crowded category with adjacent products already selling scheduling, routing, dock planning, and truck appointments, so a generic logistics scheduler will be hard to differentiate.
  - [Launch HN: Terusama (YC W20) – We help warehouses schedule trucks](https://news.ycombinator.com/item?id=22550539) `hackernews` — 2020-03-11
  - [Best logistics scheduling software (2026) | Heyshift Blog | Heyshift](https://heyshift.io/blog/best-employee-scheduling-software-for-logistics-companies) `tavily`
  - [Build Logistics Scheduling Software With AI | Glide](https://www.glideapps.com/use-cases/logistics-management/logistics-scheduling-software) `tavily`
  - [Appointment Scheduling Software | Driver Schedule](https://www.driverschedule.com/features/appointment-scheduling) `tavily`
  - [Best Delivery Scheduling Software in 2025: Top 10 Solutions (Review)](https://elogii.com/blog/best-delivery-scheduling-software) `tavily`
  - [Logistics & Manufacturing Employee Scheduling Software](https://www.deputy.com/industry/manufacturing-logistics) `tavily`
  - [Best Dock Scheduling Software for Efficient Warehouse Operations](https://terminal-industries.com/all-resources/best-dock-scheduling-software-for-efficient-warehouse-operations) `tavily`
- Much of the open-source competition is stale or dead, which helps with competitive pressure, but it also suggests many hobby projects never became durable products.
  - [Funkmyster/awesome-supply-chain](https://github.com/Funkmyster/awesome-supply-chain) `github` — 2017-05-30
  - [Forward-Wang/Logistics-transportation-vehicle-scheduling](https://github.com/Forward-Wang/Logistics-transportation-vehicle-scheduling) `github` — 2018-08-23
  - [Amoiensis/JD-Logistics-Scheduling-GOC](https://github.com/Amoiensis/JD-Logistics-Scheduling-GOC) `github` — 2019-08-27
  - [ShadowOS/Inventory-Routing-Problem-IRP-](https://github.com/ShadowOS/Inventory-Routing-Problem-IRP-) `github` — 2019-08-13
  - [Ahmed-Naserelden/Courier-Management-System](https://github.com/Ahmed-Naserelden/Courier-Management-System) `github` — 2023-04-19
- A scheduling tool for logistics can easily become a feature inside ERP, TMS, WMS, or dispatch systems rather than a standalone product.
  - [usnistgov/NEMO](https://github.com/usnistgov/NEMO) `github` — 2016-10-03
  - [Improve logistics planning and shipment scheduling visibility](https://github.com/SheetMetalConnect/eryxon-flow/issues/880) `githubissues` — 2026-05-27
  - [Logistics & Manufacturing Employee Scheduling Software](https://www.deputy.com/industry/manufacturing-logistics) `tavily`

## What to do this week

*Model estimate*

- Start with one narrow wedge: truck/dock appointment scheduling or travel-time conflict detection for multi-site operators, not a full logistics suite.
  - [Launch HN: Terusama (YC W20) – We help warehouses schedule trucks](https://news.ycombinator.com/item?id=22550539) `hackernews` — 2020-03-11
  - [(experiment) SMB multi-branch staff scheduling with transport logistics](https://github.com/muaddibco/RealWorldProblems/issues/1149) `githubissues` — 2026-03-06
  - [Improve logistics planning and shipment scheduling visibility](https://github.com/SheetMetalConnect/eryxon-flow/issues/880) `githubissues` — 2026-05-27
  - [Best Dock Scheduling Software for Efficient Warehouse Operations](https://terminal-industries.com/all-resources/best-dock-scheduling-software-for-efficient-warehouse-operations) `tavily`
- Talk to warehouse and dispatch teams about what they actually publish each day: dock slots, driver shifts, pickup windows, and blocker visibility.
  - [Launch HN: Terusama (YC W20) – We help warehouses schedule trucks](https://news.ycombinator.com/item?id=22550539) `hackernews` — 2020-03-11
  - [Improve logistics planning and shipment scheduling visibility](https://github.com/SheetMetalConnect/eryxon-flow/issues/880) `githubissues` — 2026-05-27
  - [11. Logistics & Pickup Scheduling](https://github.com/SOEN490-CAPSTONE2026/FoodFlow/issues/12) `githubissues` — 2025-09-18
  - [(IARTI) 3.4.5 As a Logistics Operator, I want the scheduling module to support the use of multiple cranes when a single-crane solution cannot eliminate vessel d](https://github.com/Departamento-de-Engenharia-Informatica/LEI-SEM5-PI-2025-26-3NA-04/issues/47) `githubissues` — 2025-11-02
- Build around a visible pain point that the signals already mention: preventing bad schedules before they go live.
  - [(experiment) SMB multi-branch staff scheduling with transport logistics](https://github.com/muaddibco/RealWorldProblems/issues/1149) `githubissues` — 2026-03-06
  - [Improve logistics planning and shipment scheduling visibility](https://github.com/SheetMetalConnect/eryxon-flow/issues/880) `githubissues` — 2026-05-27
- If you want a stronger wedge, package the scheduling engine as an add-on to an existing logistics workflow instead of a standalone planner.
  - [usnistgov/NEMO](https://github.com/usnistgov/NEMO) `github` — 2016-10-03
  - [Improve logistics planning and shipment scheduling visibility](https://github.com/SheetMetalConnect/eryxon-flow/issues/880) `githubissues` — 2026-05-27
  - [Logistics & Manufacturing Employee Scheduling Software](https://www.deputy.com/industry/manufacturing-logistics) `tavily`

## Competitor strength

| Project | Stars | Downloads/mo | Activity |
|---|---:|---:|---|
| [Funkmyster/awesome-supply-chain](https://github.com/Funkmyster/awesome-supply-chain) | 291 | — | dead |
| [abusufyanvu/6S191_MIT_DeepLearning](https://github.com/abusufyanvu/6S191_MIT_DeepLearning) | 256 | — | dead |
| [usnistgov/NEMO](https://github.com/usnistgov/NEMO) | 178 | — | active |
| [endmr11/routing_app](https://github.com/endmr11/routing_app) | 120 | — | dead |
| [Forward-Wang/Logistics-transportation-vehicle-scheduling](https://github.com/Forward-Wang/Logistics-transportation-vehicle-scheduling) | 38 | — | dead |
| [Amoiensis/JD-Logistics-Scheduling-GOC](https://github.com/Amoiensis/JD-Logistics-Scheduling-GOC) | 30 | — | dead |

## Domain names

- `logisticsscheduling.com` — taken
- `logisticsscheduling.io` — available
- `logistics.com` — taken
- `getlogistics.com` — taken

---

Sources searched: hackernews (28), github (20), githubissues (20), discourse (4), intent (none), stackexchange (3), registries (9), tavily (9), devto (10)

Generated by Shows Its Work — https://showsitsworks.com/idea/scheduling-tool-for-logistics-companies
Findings link to their sources. Estimates are marked as estimates.