Archer Apply | AI Usage, Data Flow & Governance Overview

Last updated: August 17, 2026

Summary

Archer Apply enables candidates to complete an employer's application process directly within hackajob, reducing application drop-off whilst preserving the employer's existing application requirements and hiring workflow.

The capability uses AI for two limited purposes:

  1. Understanding application requirements from public careers pages.

  2. Submitting candidate-approved information into the employer's existing application process.

Archer Apply does not:

  • Make hiring decisions

  • Assess candidate suitability

  • Rank applicants

  • Score applicants

  • Filter applicants

  • Generate application answers

  • Automatically apply to jobs

All hiring decisions remain entirely with the employer.


Why This Matters

Archer Apply was built to solve a clear conversion problem in the candidate journey. When matched candidates are redirected out of hackajob and asked to repeat information on an external careers site, a meaningful proportion drop out before completing the application.

By keeping the apply experience inside hackajob, Archer Apply makes it easier for candidates to complete the process while still preserving the employer's existing application requirements.

Candidate Adoption & Experience

Across early Archer Apply accounts, candidate feedback has been strongly positive:

Metric

Result

Candidate feedback responses

2,232

Positive candidate sentiment

96.3%

Application conversion impact

60% higher completion

This means customers can receive more completed applications from the same matched talent pool, without lowering the bar on application quality or removing candidate choice.


How Archer Apply Works

Candidate Journey

  1. Candidate creates a hackajob profile and consents to data processing.

  2. Candidate matches to a role and chooses to apply.

  3. Archer Apply analyses the employer's public application process.

  4. Required fields are presented inside hackajob.

  5. Candidate completes and reviews the application.

  6. Candidate consciously submits the application.

  7. Archer Apply submits the application through the employer's standard application process.

  8. The employer receives a standard ATS application record.

Process Diagram

image.png

How AI Is Used

Application Structure Understanding

Archer Apply uses AI to analyse publicly accessible careers pages and determine:

  • Required application fields

  • Application flow structure

  • Validation requirements

  • Submission requirements

This allows hackajob to recreate the application experience within the platform.

Application Submission

Once a candidate has completed and approved their application:

  • Application data is transferred

  • Required applicant accounts are created where necessary

  • Application forms are completed

  • Applications are submitted

This process mirrors the actions a candidate would otherwise perform manually.


What Archer Apply Never Does

  • Score candidates

  • Rank candidates

  • Filter candidates

  • Shortlist candidates

  • Evaluate candidate quality

  • Generate CV content

  • Write application answers

  • Make hiring recommendations

  • Influence hiring decisions

The candidate remains responsible for all submitted information.

Human Oversight

Human oversight is built into every application.

Candidates:

  • Review all application information

  • Complete required fields themselves

  • Choose whether to apply

  • Trigger submission themselves

No application is submitted without explicit candidate action.


Data Flow & Architecture

Data Sources

Archer Apply uses:

  • Candidate profile information provided to hackajob

  • Candidate-entered application responses

  • Publicly accessible employer application pages

Archer Apply does not require:

  • Direct ATS integrations

  • Backend access to employer systems

  • Administrative credentials

  • Access to internal employer infrastructure

Submission Flow

Candidate Data → hackajob Application Form → Archer Apply Submission Layer → Employer Careers Site → ATS

The resulting application appears as a standard application within the employer's ATS.


Proxy Email Addresses

Some application processes require account verification or one-time passcodes.

Where necessary, Archer Apply creates a temporary alias email address using the careerparcel.com domain.

Example:

jane.doe@gmail.com

may appear as:

jane.doe-123@careerparcel.com

Important:

  • The alias forwards communications to the candidate's real email address

  • The candidate continues to receive all communications normally

  • The alias exists solely to support application submission

  • Not all ATS workflows require proxy email usage


Security & Privacy

Archer Apply operates within hackajob's existing security and privacy controls.

Key principles:

  • Candidate-consented data only

  • No backend ATS access

  • No elevated system permissions

  • No modification of employer workflows

  • Standard application records

  • Existing monitoring, logging and security controls


Compliance Considerations

EU AI Act

Archer Apply does not evaluate candidates or influence hiring outcomes.

The capability:

  • Does not score applicants

  • Does not rank applicants

  • Does not shortlist applicants

  • Does not make employment decisions

Its function is limited to application completion and submission.

As a result, Archer Apply does not fall within the category of AI systems that materially influence hiring decisions.

SOC 2 Alignment

Archer Apply operates within hackajob's existing Trust Services Criteria controls.

Security

Candidate-approved information is transmitted through controlled systems.

Confidentiality

Only information required for application submission is processed.

Privacy

Data processing is consented and visible to the candidate.

Processing Integrity

The system transfers candidate-provided information without generating new candidate data.


Frequently Asked Questions

Are these automated applications?

No. Candidates must actively choose to apply and submit their application.

Does Archer Apply generate answers for candidates?

No. All responses originate from the candidate.

Does Archer Apply change our recruitment process?

No. Applications are submitted through your existing application process and appear as standard ATS records.

Does Archer Apply require ATS integration?

No. Archer Apply interacts with the employer's public application workflow and does not require backend ATS access.

Why do some applications use careerparcel.com email addresses?

Some ATS workflows require account creation and email verification.

Where required, Archer Apply uses a temporary alias email address that forwards all communications to the candidate's actual email address.