Forge your schedule, not spreadsheets. Drag-and-drop work orders, capacity-aware line scheduling, shop floor kiosk clocking, AI what-if scenarios, and a daily dashboard that tells you what needs attention.
sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.
Which is more popular?
Deputy might be a bit more popular than
mlsql.
We know about 2 links to it since March 2021
and only 2 links to mlsql.
social mentions
2 vs 2
LMS popularity
100% vs 0%
alternatives listed
1 vs 240+
Base details
Website, pricing, platforms and company facts side by side.
User-Friendly Interface Deputy's interface is designed to be intuitive, making it easy for managers and employees to use without extensive training.
Comprehensive Scheduling It offers robust scheduling features that allow managers to create, update, and share employee schedules effortlessly.
Time and Attendance Tracking The platform effectively tracks employee hours, reducing errors and ensuring accurate payroll processing.
Mobile Accessibility With a fully functional mobile app, employees and managers can access schedules, clock in/out, and communicate on the go.
Integration Capabilities Deputy integrates with a variety of payroll, point-of-sale (POS), and HR systems, streamlining administrative tasks.
Compliance Management The system helps ensure labor law compliance by monitoring work hours, breaks, and overtime.
Task Management Deputy provides task assignment and tracking features, enhancing organizational efficiency and accountability.
Possible disadvantages
Cost For small businesses, the subscription costs may be a bit high, particularly for advanced features and large teams.
Learning Curve Although it is user friendly, some users may still face a learning curve, particularly when navigating more sophisticated features.
Limited Customization Some users may find the customization options restricted compared to other solutions with more flexible configuration settings.
Customer Support There have been reports of slow response times from customer support, which can be a hindrance during critical times.
Mobile App Reliability Some users have experienced occasional bugs and crashes with the mobile app, affecting its dependability.
Internet Dependence Since Deputy is a cloud-based solution, a stable internet connection is required for seamless operation, which can be problematic in areas with poor connectivity.
Analysis
An editorial look at what each product does well and who it suits.
mlsqlDeputy
Overall verdict
MLSQL is a solid open-source unified platform that blends SQL with machine learning, making data engineering and ML workflows accessible through a single, declarative language. It's a good choice for teams looking to streamline big data and ML pipelines without switching between multiple tools.
Why this product is good
It unifies data processing and machine learning under a single SQL-like syntax, lowering the learning curve for data teams.
Built on top of Apache Spark, it leverages a proven distributed computing engine for handling large-scale data.
Open-source and actively developed, allowing customization and community-driven improvements.
Supports the full ML lifecycle including data preprocessing, training, and deployment within one workflow.
Reduces the need to context-switch between separate ETL, analytics, and ML tools.
Recommended for
Data engineers and data scientists who prefer SQL-centric workflows
Teams working with big data on Apache Spark
Organizations wanting to unify ETL and machine learning pipelines
Companies seeking an open-source alternative to fragmented ML tooling
Analysts looking to build ML models without deep programming expertise
Overall verdict
Yes, Deputy is generally considered a good tool for businesses seeking efficient workforce management solutions. It has received positive reviews for its ease of use, comprehensive features, and excellent customer support.
Why this product is good
Deputy is a widely used workforce management software that helps businesses streamline their scheduling, time tracking, and communication processes. It is praised for its user-friendly interface, robust feature set, and flexibility across various industries. The platform integrates with numerous payroll and accounting systems, enhancing its utility in business operations.
Recommended for
Small to medium-sized businesses that need robust scheduling solutions
Managers looking to optimize time tracking and shift management
Companies that require seamless integration with existing payroll and HR systems
Businesses aiming to improve communication and coordination among employees
Deputy is a popular choice in general workforce management, spanning retail, hospitality, healthcare, and beyond. Security businesses also turn to Deputy for standard scheduling, time/attendance, and compliance....
Using Deputy, you can take advantage of their AI-driven scheduling tool that allows you to craft the perfect set of schedules within your business. Using Deputy’s scheduling AI functionality, you can reduce...
Deputy allows you to handle schedules, timesheets and communication all in one platform. It helps you and your team to stay organized and more engaged. You can post important documents, company policies, training...
Recommendations tracked on public social media and blogs since March 2021.
mlsql2 mentionsDeputy2 mentions
Download the files from Docker Container and locally edit them
I am working on a project that requires me to take user input (as English) and return SQL queries. We will eventually be working with multiple datasets, which is why the valuenet over at https://github.com/paulfitz/mlsql ended up being...
Source:
over 4 years ago
I found this great resource here: https://github.com/paulfitz/mlsql.
Source:
almost 5 years ago
Non profit Healthcare clinic looking for self hosted or cheap cloud alternative employee shift scheduling app?
A quick search yielded https://wheniwork.com/l/employee-scheduling and https://deputy.com. Not self hosted but seem like they would fit your needs. The latter might cost but I guess you can reach out to them for non-profit discounts...
Source:
almost 4 years ago
How to speak to employee who always leaves work for almost 2 hours at a time?
Use deputy.com and switch to all breaks are unpaid. Clock off for any break longer than short toilet break.
Source:
over 4 years ago
Alternatives to mlsql and Deputy
When comparing mlsql and Deputy, you can also consider the following products.
