Amor vs Proplanum

Intelligent GitHub Talent Graph

Amor maintains a dynamic, constantly updated database of over 8 million developer profiles, mapping contributions, stars, and repository activity. This feature allows for granular filtering across millions of data points, enabling recruiters to find engineers based on specific commit history, project types, and technical interests, transforming raw GitHub data into a searchable talent marketplace with unparalleled depth and accuracy for technical recruiting.

Contribution Pattern & Work Ethic Analytics

The platform provides deep analytics on developer activity, including coding frequency, consistency, and even weekend contributions. This goes beyond a simple "green squares" view, offering quantifiable metrics to assess a candidate's engagement, passion, and potential cultural fit. Teams can evaluate work ethic indicators to identify engineers who are not just skilled but are consistently active and dedicated builders.

Smart Location Data & Advanced Filtering

Amor cleans and standardizes the notoriously noisy location data found on GitHub profiles, enabling precise searches by city, region, or country. Combined with advanced filters for programming languages, contribution volume, and repository topics, this feature allows for hyper-targeted sourcing campaigns, saving hours of manual screening and enabling the rapid assembly of qualified candidate lists for specific roles and locations.

Seamless Ashby Integration & Team Collaboration

Amor streamlines the workflow from discovery to applicant tracking with a one-click export to Ashby-compatible CSV, auto-enriched with emails from commits and LinkedIn URLs. Furthermore, built-in collaboration tools like shared candidate lists and profile comments enable hiring teams to align quickly, share insights, and accelerate collective decision-making, reducing friction and time-to-hire.

AI-Powered Shift Scheduling

Proplanum's intelligent scheduling engine automates the creation of optimal work schedules in minutes. By analyzing historical data and real-time demand forecasts—such as expected customer traffic and sales projections—the system recommends staffing levels that align precisely with business needs. This eliminates guesswork, prevents both understaffing and overstaffing, and ensures labor budgets are adhered to, directly contributing to significant cost reductions and increased operational agility.

Real-Time Time & Attendance Tracking

The platform provides accurate, real-time tracking of employee hours worked. By replacing manual punch cards or spreadsheet entries, it automatically compares scheduled shifts against actual clock-ins and outs. This live visibility allows managers to instantly identify attendance issues, manage overtime, and generate precise payroll data, eliminating costly errors and disputes while saving countless administrative hours each month.

Automated Leave & Absence Management

Proplanum streamlines the entire process of managing time-off requests and unplanned absences. Employees can submit requests digitally, which are then routed for approval based on customizable rules. The system automatically updates the schedule, identifies potential coverage gaps, and facilitates quick shift swaps or replacement assignments, maintaining continuity and reducing managerial overhead.

Centralized Team Communication Hub

The platform includes integrated communication tools that keep everyone aligned. Managers can broadcast schedule updates, shift changes, or urgent announcements directly within the system. Employees receive notifications and can confirm shifts or request swaps from a single interface, eliminating fragmented communication across multiple apps and ensuring the entire team operates from a single source of truth.

Scaling High-Growth Startup Engineering Teams

In-house recruiting teams at fast-scaling startups use Amor to systematically build a pipeline of high-caliber engineers who match specific tech stacks and cultural indicators. By identifying "cracked engineers with green GitHubs" who are actively contributing, they can hire exceptional talent faster than competitors relying on conventional methods, directly impacting product velocity and growth.

Recruiting Agencies Securing Exclusive Placements

Technical recruiting agencies leverage Amor to access a candidate pool invisible to LinkedIn-centric competitors. By sourcing from underrepresented communities and finding highly technical engineers based on proven work, agencies can place top-tier senior talent faster, securing exclusive placements and building a reputation for accessing premium, off-market candidates.

Engineering Managers Raising the Technical Bar

Engineering managers utilize Amor to gain instant summaries of a candidate's technical interests and contribution history. This allows for informed, efficient screening, ensuring candidates not only have the required skills but also demonstrate a genuine passion for relevant technologies and a consistent work ethic, leading to higher-quality hires that thrive on the team.

Building Diverse and Specialized Talent Pipelines

Talent acquisition leaders employ Amor's advanced filtering to proactively build pipelines for niche or high-demand roles, such as experts in a specific framework or language. The ability to search by repository topics and contribution patterns enables targeted outreach to diverse, highly skilled engineers who may not be actively job-seeking, enriching overall talent strategy.

Optimizing Labor Costs in Retail

Retail managers use Proplanum to dynamically schedule staff based on footfall predictions and sales data. This ensures adequate coverage during peak shopping hours to maximize sales opportunities while avoiding unnecessary labor expenses during slower periods. The system's automated time tracking further prevents payroll leakage from unapproved overtime, leading to direct, measurable savings on the bottom line.

Enhancing Service Quality in Hospitality

Restaurants and hotels leverage Proplanum's demand forecasting to schedule front-of-house and kitchen staff according to reservation levels and historical busy times. This proactive staffing prevents customer wait times and service bottlenecks during rushes, directly improving guest satisfaction scores and online reviews, while simultaneously controlling labor costs that traditionally spike during unpredictable service rushes.

Ensuring Compliance in Healthcare

Healthcare administrators utilize Proplanum to create complex schedules that adhere to strict labor regulations and union rules. The system automates shift rotations for doctors and nurses, manages on-call duties, and tracks certifications and working hour limits. This mitigates compliance risks, reduces burnout by ensuring fair scheduling, and guarantees adequate patient care coverage at all times.

Streamlining Operations for Service Businesses

Field service companies and SMEs employ Proplanum to coordinate mobile teams, assign tasks, and track project hours against schedules. The centralized platform provides managers with a real-time overview of workforce deployment and job status, enabling better resource allocation, more accurate client billing, and improved capacity planning for future contracts.

Amor is an enterprise-grade recruitment intelligence platform engineered to transform how organizations identify and hire elite software engineering talent. It directly addresses the critical bottleneck of technical sourcing by providing data-driven, actionable insights into the global developer community, moving beyond traditional networking platforms like LinkedIn. The platform leverages GitHub's vast ecosystem, continuously analyzing over 8 million developer profiles, 66 million repositories, and 145 billion stars to surface candidates based on genuine technical activity and contribution patterns. Designed for engineering managers, in-house recruiters, sourcers, and recruiting agencies, Amor empowers teams to answer complex, high-signal sourcing questions in seconds—such as finding front-end engineers actively contributing to specific frameworks in a target city. By automating the manual, time-intensive process of writing custom scripts or sifting through noisy profile data, Amor significantly reduces time-to-hire, improves candidate quality, and provides a competitive edge in securing top-tier, often "hidden" talent who prioritize building over networking. The platform's core value proposition is delivering a measurable ROI through increased sourcing efficiency, access to an untapped talent pool, and data-backed insights into a candidate's technical expertise and work ethic.

Proplanum is an enterprise-grade workforce management platform engineered to transform operational efficiency and drive measurable ROI for businesses. It serves as a comprehensive, all-in-one solution designed to eliminate the administrative burdens and costly inaccuracies associated with manual scheduling, time tracking, and team coordination. By replacing disparate tools like spreadsheets and paper-based requests, Proplanum centralizes critical workforce functions into a single, intelligent system. Its core value proposition lies in leveraging AI-driven demand forecasting—using metrics like expected sales and customer volume—to automatically generate optimized shift schedules. This ensures businesses have precisely the right staffing levels at the right times, directly enhancing service quality while controlling labor costs. Tailored for sectors with dynamic staffing needs such as retail, hospitality, healthcare, and services, Proplanum empowers managers with real-time visibility, streamlines internal communication, and automates payroll data generation. The platform is built on principles of flexibility, speed, and security, enabling organizations to adapt swiftly to changes, minimize compliance risks, and refocus strategic resources on growth. A 21-day free trial with no credit card required allows businesses to experience firsthand the productivity gains and cost savings.

How does Amor source its candidate data?

Amor aggregates and analyzes public data from the GitHub platform, including developer profiles, repository contributions, stars, and commit histories. The system tracks over 8 million profiles and processes this information to provide clean, searchable, and insightful metrics on coding activity, technical interests, and geographical location, all in compliance with GitHub's terms of service.

Can I export candidate data to my Applicant Tracking System (ATS)?

Yes, Amor features a dedicated export function designed for seamless integration with Ashby. Candidate lists can be exported with one click into an Ashby-compatible CSV format. This file is automatically enriched with available email addresses sourced from commit histories and includes LinkedIn URLs and relevant tags for easy import and organization within your ATS.

How does Amor ensure candidate quality and relevance?

Amor ensures quality through data-driven signals rather than self-reported skills. The platform highlights engineers in the top 1% by contribution volume and analyzes the consistency and nature of their work. Features like repository insights and contribution pattern analytics provide a substantive view of a developer's actual expertise and work ethic, far surpassing the signal from a traditional resume or social profile.

Is Amor suitable for hiring non-engineering roles?

No, Amor is specifically engineered for sourcing software engineering and technical development talent. Its core functionality is built around analyzing GitHub activity, code contributions, and technical repository data. It is not designed for sourcing candidates in marketing, sales, operations, or other non-technical disciplines where GitHub activity is not a relevant professional signal.

How does Proplanum's AI scheduling actually save money?

Proplanum's AI analyzes your unique business data—like past sales, customer volume trends, and seasonal patterns—to predict future staffing needs with high accuracy. By automatically generating schedules that match this predicted demand, it eliminates costly overstaffing during slow periods and prevents lost revenue from understaffing during peaks. Customers typically report a 10-25% reduction in unnecessary labor costs and overtime expenses.

Is Proplanum suitable for a business with complex union rules or labor laws?

Yes. Proplanum is designed with configurability to handle complex scheduling constraints. You can define custom rules based on collective bargaining agreements, national labor codes, maximum working hours, mandatory rest periods, and seniority preferences. The system will automatically flag or prevent schedule conflicts that violate these rules, ensuring compliance and reducing administrative legal risk.

Can employees access their schedules and make requests easily?

Absolutely. Proplanum includes a dedicated employee portal accessible via web or mobile app. Team members can view their published schedules, submit availability, request time off, and swap shifts with approval—all in real time. This self-service functionality drastically reduces the managerial time spent on administrative coordination and improves employee satisfaction and autonomy.

How does the 21-day free trial work?

The free trial provides full, unrestricted access to all core features of the Proplanum platform for 21 days. No credit card is required to sign up, allowing you to import your team data, test the AI scheduling, and experience the time-tracking and communication tools risk-free. There is no automatic conversion to a paid plan; our team will contact you before the trial ends to discuss next steps.

Amor is a specialized recruitment platform in the HR and recruiting software category, designed to help teams source elite engineering talent directly from GitHub data. It uses advanced filters to identify developers based on real-time contribution patterns and cleaned location data, significantly accelerating the initial sourcing phase. Organizations may seek alternatives to Amor for various strategic reasons. Common drivers include budget constraints, the need for a platform that sources from broader talent pools beyond GitHub, or requirements for more integrated applicant tracking system (ATS) functionalities. Evaluating total cost of ownership and specific workflow gaps is essential. When assessing an alternative, key considerations should include the depth and quality of the candidate data source, the sophistication of filtering and matching algorithms, and the tool's ability to deliver measurable time-to-hire reductions. The ideal solution should integrate seamlessly into existing recruitment workflows while providing clear ROI through productivity gains.

Proplanum is a comprehensive workforce management platform within the HR technology category, designed to automate scheduling, time tracking, and labor analytics. Its core value proposition lies in using AI to align staffing with demand, thereby optimizing productivity and controlling operational costs. Businesses evaluate alternatives to Proplanum for various strategic reasons. Common drivers include budget constraints, the need for specific niche functionalities not covered, or a requirement for deeper integration with an existing enterprise software ecosystem. The search often centers on finding a solution that delivers a comparable or better return on investment through enhanced efficiency and data-driven decision-making. When assessing alternatives, key evaluation criteria should include the platform's scalability, the sophistication of its automation and forecasting capabilities, and the transparency of its pricing model. The ideal solution should demonstrably reduce administrative overhead, provide actionable insights into labor utilization, and offer robust security protocols to protect sensitive employee data.