What makes the best recruiting software? It's not just about features, pricing, or how many tools a platform offers. Recruiters also need to ask a more important question: where does candidate data actually go? How that data is processed can make a real difference, especially when you're handling sensitive CVs and candidate information.
There are three common approaches to data processing:
- Tier 1 - On-device: Candidate data is processed directly on the recruiter's device rather than being sent to a cloud server for AI processing.
- Tier 2 - Cloud with EU hosting: Candidate data is processed through cloud infrastructure, with documented options for EU data hosting or residency.
- Tier 3 - Standard cloud SaaS: Candidate data is processed through the vendor's cloud infrastructure under its data-processing and privacy arrangements.
These approaches aren't necessarily a ranking of good versus bad software. They represent different ways of handling candidate information, each with different considerations for recruiters.
Tier 1: On-Device AI Recruitment Software
EdgeTal takes a different approach from most AI recruitment software.
Candidate CV data used for EdgeTal's AI processing remains on the recruiter's phone. AI processing happens directly on the device, so CVs don't need to be sent to a cloud server for that processing.
EdgeTal uses a private LLM and on-device AI for candidate processing. Recruiters can import CVs through CSV, URL, or local files, with embeddings generated directly on the device.
Search is semantic, meaning candidates can be found based on the meaning of their skills and experience rather than relying only on exact keyword matches.
Search results currently show a match percentage. A plain-language explanation of why each candidate matched including the specific parts of their profile that contributed to the result is in active development.
For recruiters who place a high value on how candidate data is handled, on-device processing offers a fundamentally different approach from cloud-based AI recruitment tools.
EdgeTal is still developing additional functionality, including the full plain-language match explanation and further pipeline features such as shortlists.
Tier 2: Cloud Recruiting Software With EU Hosting Options
Some recruitment platforms use cloud infrastructure while providing additional controls around where candidate information is stored or processed.
EU hosting or data-residency options can be important for organizations operating under European data-protection requirements, particularly when candidate information is being processed across different regions.
However, EU hosting does not mean that candidate data stays on the recruiter's own device.
The software still relies on cloud infrastructure to process and store information. The difference is where that infrastructure is located and what contractual and technical controls apply to the data.
For agencies evaluating recruitment platforms, it's therefore worth looking beyond a simple claim of "EU hosting" and checking exactly what data is stored, where it is processed, and which services are covered.
Tier 3: Standard Cloud Recruiting Software
The third group includes recruitment platforms that follow the standard cloud SaaS model.
Candidate information is processed through the vendor's cloud infrastructure and handled according to its privacy policies, data-processing agreements, security measures, and applicable regulations.
This doesn't automatically make cloud-based AI hiring software a poor choice.
Cloud processing is the standard approach used across much of modern SaaS, including recruitment technology. Cloud platforms can provide extensive functionality, integrations, collaboration tools, reporting, and centralised access for recruitment teams.
The important difference is simply that candidate data is being processed outside the recruiter's own device.
For agencies comparing recruitment software, understanding this distinction can be useful before looking at features and pricing.
What Does GDPR Compliance Actually Mean?
Being GDPR compliant doesn't necessarily mean candidate data never leaves your organization. A cloud-based recruitment platform can have processes and controls designed to support GDPR obligations while still processing candidate information through external cloud infrastructure.
This is why data protection by design matters when evaluating recruitment software. The question isn't only whether a vendor has privacy policies or GDPR-related controls. It's also worth understanding how the product is technically designed to handle candidate information.
There is an important distinction:
GDPR compliance is about how personal data is collected, processed, protected, retained, and managed. Data architecture is about where and how that processing technically happens.
What to Look for When Choosing Recruiting Software
There isn't one best recruiting software for every recruitment agency.
A larger agency may need a complete ATS, CRM, reporting system, integrations, automation, and team management. In that situation, a cloud platform can make perfect sense. A solo recruiter or boutique agency may care more about fast candidate search, simple setup, privacy, and affordability.
Before choosing a platform, ask:
- Where is candidate data processed?
- Does AI processing happen on-device or in the cloud?
- Where is candidate data hosted?
- Does the vendor provide EU data-residency options?
- What happens to candidate data when AI features are used?
- What data-processing agreements apply?
- Who is responsible for the relevant data-protection obligations?
- Can candidate data be deleted when it is no longer needed?
- Does the software work offline?
- Does the platform use keyword matching, semantic search, or both?
- Do you actually need a full ATS and CRM?
These questions can tell you more about a platform's privacy model than a long list of features.
Privacy Isn't the Only Factor
Privacy matters, but it shouldn't be considered in isolation.
Recruiters should also consider:
- Candidate search quality
- AI capabilities
- Ease of use
- Mobile functionality
- Integrations
- Collaboration
- Reporting
- Security
- Pricing
- Scalability
- Data retention and deletion controls
The most appropriate recruitment software depends on the agency's size, workflow, technical requirements, and approach to candidate data.
The goal isn't necessarily to find the platform with the most features.
It's to find the platform that provides the capabilities your team actually needs while fitting your requirements for data handling and privacy.
Where EdgeTal Fits
EdgeTal isn't trying to be the best recruiting software for every type of recruitment business. It's focused on solo recruiters and small agencies that want AI-assisted sourcing and screening without the complexity of a large recruitment technology stack.
The main difference is its architecture.
EdgeTal processes candidate CV data used for its AI features directly on the recruiter's device using on-device AI and a private LLM. The AI processing doesn't require sending those candidate CVs to a cloud server. Recruiters can search their candidate pool using semantic search, review match percentages, and use AI features such as Analyze Fit with AI to understand a candidate's skills, experience, education, and certifications.
It's a focused approach to AI recruitment software: help recruiters find relevant candidates faster while keeping the AI processing of candidate CV data on the recruiter's device.
Final Thoughts
Choosing recruiting software isn't just about features. On-device AI offers a different approach to candidate privacy, and that's what EdgeTal is built around. The question isn't just “Is it GDPR compliant?” It's “How does it actually process my candidates' data?”
FAQs
What is the best recruiting software for small agencies?
The best recruiting software depends on the agency's needs, including candidate search, AI capabilities, privacy, pricing, and ease of use.
How does on-device AI protect candidate data?
On-device AI processes candidate data directly on the recruiter's device instead of sending it to a cloud server for AI processing.
Is cloud-based recruiting software GDPR compliant?
Cloud-based recruiting software can support GDPR compliance while still processing candidate data through external cloud infrastructure.
How does EdgeTal handle candidate data?
EdgeTal processes candidate CV data used for its AI features directly on the recruiter's device using on-device AI and a private LLM.