Amor vs Proplanum

GitHub-First Talent Graph

Amor constructs a dynamic talent graph by continuously analyzing over 8 million developer profiles and 66 million repositories. It evaluates objective metrics such as commit frequency, weekend activity, and the significance of project contributions to algorithmically identify the most consistently active and skilled engineers. This data-centric approach ensures sourcing is based on demonstrated technical ability rather than self-reported experience.

Advanced Technical Filtering

The platform enables granular search across a multitude of technical dimensions. Users can filter candidates by specific programming languages, contribution frequency (e.g., 500+ commits in the last year), repository types, and starred projects. This allows for precise targeting of engineers with the exact tech stack and activity level required for a role, saving hours of manual screening.

Smart Profile Enrichment & Export

Amor automatically enriches GitHub profiles with actionable data, including email addresses parsed from commit history and discovered LinkedIn URLs. Profiles are presented with easy-to-skim summaries of technical interests and skills. Crucially, candidate lists can be exported in a pre-formatted, Ashby-compatible CSV, complete with smart tags and source data for seamless ATS integration.

Collaborative Hiring Workspace

Built for team efficiency, Amor provides tools for collaborative sourcing. Users can create and share candidate lists, add internal comments and notes directly onto profiles for team visibility, and streamline the handoff process to hiring managers. This shared workspace reduces duplication of effort and accelerates collective decision-making.

API-First Intelligent Scheduling

The platform's core scheduling engine is built on a robust API, allowing for deep customization and integration with existing business systems. It automates the creation of conflict-free schedules in minutes, considering employee availability, labor laws, and real-time business demand forecasts. This eliminates the chaos of manual spreadsheet management and ensures optimal staff coverage.

Multi-Modal Time & Attendance Tracking

Proplanum offers flexible, hardware-agnostic time tracking through a suite of integrated modalities. Employees can clock in/out via dedicated mobile apps, QR codes, or physical kiosk hardware. This real-time data syncs instantly with the central platform, providing accurate, auditable records and eliminating errors from manual timesheet entry, streamlining payroll preparation.

AI-Powered Demand Forecasting & Labor Optimization

The platform utilizes AI and machine learning algorithms to analyze historical data and predict future customer traffic or service demand. It provides managers with data-driven recommendations on optimal staffing levels for specific times, helping to prevent understaffing during peaks and reduce unnecessary labor costs during slower periods.

Unified Team Communication & Task Hub

Proplanum centralizes all workforce communication and task management within the platform. Managers can broadcast announcements, manage shift swaps, and assign daily tasks directly through the system. This integrated approach replaces disparate communication tools (like group chats and emails), ensuring all operational context is tied directly to the schedule and team.

Scaling In-House Engineering Teams

Internal recruiting teams at high-growth tech companies use Amor to scale their hiring pipelines without compromising on quality. By sourcing from the vast, untapped GitHub ecosystem, they find expert engineers with proven coding habits and cultural indicators (like open-source involvement) that align with their company's pace and technical bar, significantly reducing time-to-hire.

Recruiting Agency Competitive Edge

Technical recruiting agencies leverage Amor to access exclusive candidate pools that are invisible to LinkedIn-centric competitors. The platform enables them to identify and place top-tier, senior engineering talent faster by providing deep, verifiable technical insights that build compelling candidate narratives for their clients, leading to faster placements and a stronger market reputation.

Engineering-Led Candidate Screening

Engineering managers and technical leads utilize Amor to gain an unbiased, data-rich view of potential candidates before the formal interview stage. By reviewing contribution patterns, project types, and technical summaries, they can quickly assess genuine expertise and work ethic, ensuring only the most qualified and culturally aligned engineers enter the interview pipeline.

Building Diverse Talent Pipelines

Organizations focused on DEI initiatives use Amor to source from underrepresented communities in tech. Since the platform indexes activity rather than profiles on traditional networks, it helps discover highly skilled engineers based purely on merit and output, helping to build more diverse and inclusive engineering teams from a broader, global talent pool.

Retail Chain Management

Retail managers use Proplanum to dynamically plan shifts aligned with foot traffic forecasts, ensuring sufficient staff during peak shopping hours without overstaffing during lulls. The integrated time tracking and communication tools allow for rapid response to unexpected absences, maintaining service quality and controlling labor costs across multiple locations.

Restaurant & Hospitality Operations

Restaurateurs and hoteliers leverage the platform to harmonize staff schedules with reservation levels and occupancy rates. The system helps prevent queues and service delays by ensuring optimal front-of-house and back-of-house coverage, directly improving guest satisfaction while managing overtime expenses and reducing employee turnover.

Healthcare Facility Staffing

Medical facility directors utilize Proplanum's automated, rule-based scheduling to ensure 24/7 coverage of doctors and nurses while strictly adhering to complex labor regulations and work-hour limits. This maintains consistent patient care standards, reduces administrative burden on management, and provides clear, auditable staff records.

Distributed Service & Field Teams

Companies with mobile service technicians or field sales teams use Proplanum's mobile app and QR code functionalities for remote clock-ins and job site verification. Managers gain real-time visibility into team location and task completion, enabling better job dispatch, accurate client billing, and streamlined payroll for off-site work.

Amor is a data-driven, GitHub-native sourcing platform engineered to identify and connect with elite software engineering talent through direct analysis of their real-world coding activity. It bypasses the limitations of traditional resume-based recruiting by processing billions of data points from over 8 million developer profiles and 66 million repositories. The platform surfaces the top 1% of engineers based on objective metrics like commit frequency, meaningful project contributions, and coding patterns. Built for technical recruiters, engineering managers, and talent sourcers, Amor's core value proposition is unlocking access to a hidden talent pool of highly active, technically proficient developers who may not be visible on professional networks like LinkedIn. It dramatically reduces sourcing time and improves candidate quality by providing data-rich, actionable insights directly from the developer's primary workspace: their GitHub profile. The platform features deep integration capabilities, including one-click export to Ashby-compatible CSV format, enabling seamless workflow compatibility and accelerating the entire technical hiring pipeline from discovery to applicant tracking system (ATS) import.

Proplanum is an API-first, unified workforce management platform engineered to replace fragmented, manual systems like spreadsheets and paper-based processes. It functions as a centralized operational hub, integrating intelligent scheduling, precise time tracking, and dynamic team management into a single, secure ecosystem. Built with a modern, scalable tech stack, its core value proposition lies in automating repetitive administrative tasks, providing real-time operational visibility, and leveraging AI-driven insights to optimize labor allocation against actual demand. The platform is designed for seamless interoperability and technical scalability, offering multi-modal access via a robust web application, dedicated mobile apps, physical kiosk hardware, and QR code-based workflows. This architecture ensures flexibility for diverse work environments, from front-line retail and hospitality to distributed service and healthcare teams. By centralizing the data flow from shift planning through to payroll-ready exports, Proplanum eliminates costly data silos and errors. Its primary goal is to transform labor from a reactive cost center into a strategically managed asset, enabling managers to control costs, improve team communication, and reallocate saved administrative time toward core business growth initiatives.

How does Amor find candidate contact information?

Amor parses and extracts email addresses directly from developers' public Git commit histories on GitHub, where emails are often embedded. The platform also searches for and attaches publicly available LinkedIn profile URLs and other social handles to the enriched candidate profile, providing multiple channels for outreach.

What makes Amor different from LinkedIn Recruiter?

Amor is GitHub-native, focusing on real-time coding activity and technical output, while LinkedIn relies on self-reported career histories and networking activity. Amor accesses a largely non-overlapping talent pool of engineers who are actively building but may not maintain a polished LinkedIn presence, offering a data-driven complement to traditional sourcing.

Can I integrate Amor with my existing Applicant Tracking System (ATS)?

Yes, Amor offers direct integration compatibility with Ashby through a one-click export feature. Candidate lists can be exported as a pre-formatted CSV file that is optimized for import into Ashby, complete with enriched data, tags, and source information to streamline your existing workflow.

How does Amor ensure data privacy and compliance?

Amor operates strictly on publicly accessible data from GitHub profiles and repositories. The platform complies with GitHub's Terms of Service and API usage policies. All data processing is designed for sourcing purposes only, and users are responsible for ensuring their outreach practices comply with relevant recruitment regulations like GDPR.

What is the integration capability of Proplanum?

Proplanum is built as an API-first platform, designed for maximum interoperability. It offers robust RESTful APIs that allow for seamless integration with a wide range of third-party systems, including payroll software (like SAP, Oracle), POS systems, ERP platforms, and custom business applications, ensuring a unified data flow across your tech stack.

How does the platform handle data security and compliance?

The platform operates on a secure, cloud-based infrastructure with enterprise-grade encryption for data both in transit and at rest. It is designed to comply with regional data protection regulations (like GDPR). Access controls, audit logs, and secure authentication protocols ensure that sensitive employee and business data is protected.

Is there a free trial available for technical evaluation?

Yes, Proplanum offers a full-featured 21-day free trial with no credit card required. This allows technical and operational teams to thoroughly evaluate the platform's API, features, and compatibility within their existing environment, testing integrations and workflows before making a commitment.

Can Proplanum scale for a large enterprise with complex needs?

Absolutely. The platform's architecture is designed for technical scalability, capable of handling the workforce management needs of both SMBs and large enterprises with thousands of employees. Its modular, API-driven design allows it to adapt to complex, multi-departmental structures and sophisticated business rules.

Amor is a data-driven technical sourcing platform in the HR and recruiting category. It integrates with ATS systems like Ashby to identify elite engineering talent through deep analysis of GitHub contributions, moving beyond traditional resume-based methods. Users often explore alternatives for several reasons. These can include budget constraints, a need for different platform integrations beyond Ashby, or a requirement for sourcing channels other than GitHub. Some teams may also seek tools with a broader focus that includes other developer platforms or professional networks. When evaluating an alternative, key considerations should be its core data source and integration compatibility. Assess whether it connects seamlessly with your existing tech stack, including your ATS and other HR tools. Also, scrutinize the depth and objectivity of its talent analytics to ensure it provides actionable, data-rich insights for building a high-caliber team.

Proplanum is an API-first, AI-powered workforce management platform in the HR tech stack, designed to automate scheduling and time tracking. It centralizes operations by integrating intelligent forecasting, multi-modal clock-ins, and team management into a single ecosystem, aiming to replace manual systems like spreadsheets. Businesses may evaluate alternatives for various technical or operational reasons. Common drivers include specific budget constraints, the need for different integration capabilities with existing ERP or payroll systems, or requirements for niche features not covered by a generalist platform. The search often centers on finding a solution that aligns with a company's unique workflow and tech stack. When assessing alternatives, prioritize platforms with robust, well-documented APIs for seamless interoperability. Evaluate the core architecture for scalability and security compliance. Key considerations should include the depth of automation in scheduling, the flexibility of time-tracking modalities, and the platform's ability to provide real-time, actionable data insights to transform labor management from a cost center into a strategic asset.