OVI is the AI-native ATS where you chat to hire. Two AI agents — Sora for sourcing and Milo for screening — find candidates, score every CV, and run AI interviews, all controlled from a single chat.

What does "chat to hire" mean?

Chat to hire is OVI's AI-native hiring workflow: instead of clicking through a traditional ATS, you describe what you need in chat and OVI's AI agents source candidates, screen applicants, run AI interviews, and send outreach for you.

What is an AI-native ATS?

An AI-native ATS is an applicant tracking system built around AI agents rather than forms and pipelines. OVI's AI chat ATS lets recruiters source, screen, interview, and follow up through conversation — the agents do the work and surface only the candidates worth meeting.

Who are Sora and Milo?

Sora is OVI's AI sourcing agent — she scans LinkedIn, the open web, and your ATS history to find best-fit candidates and reach out in your name. Milo is OVI's AI screening agent — he scores every applicant against your rubric and surfaces a ranked shortlist.

How do OVI's AI interviews work?

OVI runs async AI interviews for every shortlisted candidate and returns scores, transcripts, and recordings — so your team only meets the people worth meeting.

Inside OVI's Two-Stage AI Hiring Pipeline: From CV Screening to Voice Interviews

2026-06-19

Inside OVI's Two-Stage AI Hiring Pipeline: From CV Screening to Voice Interviews

Every open role generates hundreds of applications. For talent acquisition teams hiring across multiple positions simultaneously, the math is punishing: screen 300 CVs, schedule 40 phone screens, conduct 20 first-round interviews — per role. Multiply that across a growing headcount plan, and recruiters spend more time on logistics than on the judgment calls that actually matter.

OVI, the Dubai-based AI hiring platform founded in 2024, was built to compress exactly those two bottlenecks — CV screening and initial candidate screening — into an automated pipeline that hands recruiters a ranked shortlist instead of an unfiltered stack.

Here is how the two-stage pipeline works, what the compliance architecture looks like under the hood, and where the platform's new AI HeadHunter feature fits in.

Stage 1: AI CV Screening — Parse, Score, Rank

The first stage of OVI's pipeline handles inbound applications. When candidates apply — whether through a company career page, LinkedIn, or one of 60+ supported ATS integrations including Teamtailor, Workday, Greenhouse, Lever, and BambooHR — OVI's AI engine parses each CV, scores it against the role requirements, and produces a ranked candidate list.

This is not keyword matching. OVI's scoring evaluates the substance of a candidate's experience against the specific requirements defined for the role, surfacing the strongest matches at the top. Recruiters see a prioritized queue rather than a chronological pile.

The practical impact is significant. Recruiters using OVI report saving over 10 hours per week and achieving 68% faster time to hire — time previously spent on manual CV review that can now be redirected to candidate engagement and hiring decisions.

Stage 2: AI Voice Interviews — Structured Screening at Scale

Candidates who clear the CV screening threshold move into OVI's second stage: AI-conducted voice interviews. These are real-time, structured screening calls — not asynchronous video recordings. OVI's AI interviewer conducts live conversations with candidates, following a structured question set tailored to the role.

Each interview produces a full transcript and a replay recording that hiring managers can review at any time. The AI evaluates responses based on transcript content only — no biometric analysis, no facial recognition, no emotion detection. Voice characteristics and protected characteristics are explicitly excluded from the evaluation.

Candidates consistently rate the experience positively. OVI reports 97% candidate satisfaction, and candidate testimonials describe the AI interviewer as natural — one candidate noted they "thought it was a real person."

The throughput advantage is where this stage delivers the most value. Omar Daouk, from Aradus.ai, reported screening 17 candidates in a single day using OVI's voice interviews — a volume that would typically require a recruiter's full week.

The Output: A Ranked Shortlist, Not an Automated Decision

After both stages complete, recruiters receive a ranked shortlist with CV scores, interview transcripts, and AI-generated summaries. This is where OVI's human-in-the-loop architecture is critical: the AI provides decision-support only. Final hiring decisions remain entirely with the recruiter.

This is not a semantic footnote. It is the architectural foundation that shapes OVI's compliance posture — and it matters for every HR leader evaluating AI hiring tools.

Simon Al Chnaah of WAY Group put it simply: OVI delivers "faster and better hiring." Aser Osman at Qlub quantified the efficiency gain as 10x compared to working with traditional recruiting agencies.

AI HeadHunter: Proactive Sourcing, Automated

Beyond inbound screening, OVI recently introduced AI HeadHunter — a sourcing feature that flips the pipeline from reactive to proactive. AI HeadHunter identifies matching talent based on role requirements and prepares personalized outreach automatically.

For talent acquisition teams that struggle with passive candidate engagement — particularly for technical or niche roles — this feature extends OVI's value proposition beyond the application funnel. Instead of waiting for candidates to apply, HR teams can use AI HeadHunter to build a pipeline of pre-qualified prospects.

Compliance-First Architecture: Built In, Not Bolted On

OVI's compliance posture is a genuine competitive advantage, particularly for a platform at its price point. The architecture was designed around regulatory requirements from the start:

Human-in-the-loop: AI outputs are decision-support only. No automated hiring decisions are made, which meaningfully reduces exposure under frameworks like NYC Local Law 144 (AEDT rules), since OVI's human-in-the-loop design supports the position that the platform falls outside the "automated employment decision tool" definition.
No biometric analysis: Evaluation is transcript-content only. Voice characteristics, facial recognition, and emotion detection are not used.
GDPR compliant: Data Processing Agreements with Standard Contractual Clauses are available for EU/UK candidates.
UAE PDPL compliant: Critical for the platform's home market and expanding Gulf operations.
EU AI Act governance readiness: Targeting the August 2026 deadline with human-in-the-loop architecture already in place.
Aligned with SOC 2 Type II and ISO 27001 standards: Enterprise-grade security and data governance practices.

Full details are published in OVI's Trust & Compliance Center.

For HR leaders navigating the evolving AI regulation landscape, OVI is well-prepared on compliance for a startup at its price point.

Pricing: Four Tiers, Starting at $0

OVI offers four pricing tiers, making the platform accessible to teams of any size:

Tier	Price	CV Screens	Interview Minutes
Free	$0/month	50 credits	—
Starter	$99/month per seat	1,000	200
Growth	$450/month	5,000	1,000
Business	Custom	Unlimited	Unlimited

The Free tier lets teams test the CV screening workflow before committing. The Starter tier at $99/month per seat is the entry point for production use with both CV screening and voice interviews. Growth and Business tiers scale for high-volume hiring operations.

FAQ: Common Questions From HR Leaders

Does OVI replace recruiters?
No. OVI automates CV screening and initial candidate screening — the two most time-intensive stages. Final hiring decisions always remain with the human recruiter. The platform is designed as decision-support, not decision-replacement.

How does OVI handle data privacy for EU candidates?
OVI is GDPR compliant with Data Processing Agreements and Standard Contractual Clauses available for EU/UK data transfers. The platform is also aligned with SOC 2 Type II and ISO 27001 standards. Details are at ovi-me.com/standards.

Can OVI integrate with our existing ATS?
Yes. OVI integrates with 60+ ATS systems including Workday, Greenhouse, Lever, BambooHR, Teamtailor, and LinkedIn.

What does the AI voice interview actually evaluate?
OVI evaluates transcript content only — the substance of what candidates say in response to structured interview questions. It does not analyze voice tone, facial expressions, or any biometric data.

Is there a free trial?
Yes. The Free tier provides 50 credits at no cost, allowing teams to test CV screening before upgrading to a paid plan.

Sources

OVI homepage: ovi-me.com — product features, pricing, testimonials, how-it-works
OVI Trust & Compliance Center: ovi-me.com/standards — GDPR, ISO 27001, SOC 2 Type II, UAE PDPL, EU AI Act alignment
OVI pricing page: ovi-me.com/#pricing — Free/$0, Starter/$99, Growth/$450, Business/custom