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Most candidates now get a definitive “yes” or “no” on the same day they applied, without a recruiter lifting a finger.
Key Takeaways
1. At iQor, 76% of applicants are captured, pre‑filtered, English‑assessed, and endorsed to a hiring program within 24h.
2. Repetitive mundane screening work eliminated. considerable cost savings come from removing manual pre‑screening and outdated language testing tools. The team has been reassigned to higher level tasks such as branding and onboarding.
3. Happier candidates. Instant feedback pushed candidate‑experience surveys up by double‑digits, slashing ghosting at later stages.
The Challenge Before TalkScore
iQor’s CX business was booming—new programs, new sites, and thousands of open seats to fill. The growth quickly outpaced the Talent Acquisition team’s capacity and the need to optimize and automate the process became a priority.
Manual tests, slow follow-ups, and human grading stretched time-to-offer to five days.
Pain Point
Pre-TalkScore Reality
Lengthy language screening
30-minute desktop test + human scoring
Candidate ghosting
5 + days of silence after application
Recruiter bandwidth
Hours per day chasing scores & sending updates
Enter TalkScore: A <3-Minute Mobile Assessment
Deployed across WhatsApp, Messenger, SMS, and web, TalkScore lets applicants record XX quick audio answers—open‑ended, listen‑and‑repeat, and prompt responses. An AI engine scores pronunciation, vocabulary, grammar, fluency, listening, and comprehension on a 0‑10 scale (mapped to CEFR levels), then pushes results straight into their Talkpush recruitment automation software.
Zero Human Touch Until the Interview
Automated invite triggered seconds after application.
Candidate completes TalkScore in 5–10 minutes on their phone.
AI scoring & segmenting pipelines passers to interview slots; emails and instant messages auto‑decline non‑qualifiers.
The TalkScore Solution
With TalkScore’s AI-driven language assessment, iQor reshaped hiring in three moves:
Instant, mobile English tests – Candidates complete a 5-minute TalkScore assessment on Messenger, WhatsApp, SMS, or web and get feedback immediately.
Hands-free screening & offers – AI scores route passers straight to interview slots and trigger automated offer letters, removing human bottlenecks.
Built-in global scale – The same workflow rolls out to every iQor site worldwide, keeping speed and scoring consistency no matter the market.
Under the Hood: Why Recruiters Trust the Score
Impact‑based scoring. TalkScore penalizes only errors that block understanding—accents and harmless slips pass, so good talent isn’t lost to nit‑picking.
CEFR‑aligned accuracy. 92% agreement at the critical B1/B2 boundary ensures global consistency. (TalkScore White Paper)
Human‑level consistency. Mean‑absolute‑error 0.84 vs human variance 1.18; pronunciation correlation 0.91, grammar 0.87—outperforming typical evaluators.
Completion rates that stick. >70 % of applicants finish the assessment even at the awareness stage—double the best competing vendor.
AI you can trust. TalkScore’s impact‑based, CEFR‑aligned engine scores within ±0.84 MAE of human raters and shows 0.91 pronunciation correlation—better than the industry‑benchmark 0.85. TalkScore White Paper
What Success Looks Like at iQor
Company
Metric
Before
After TalkScore
Impact
iQor
Candidates fully processed (<24 h)
~20 %
75 %
+55 pp
Conversion rate vs. manual process
1 ×
2.5 ×
150 % lift
Manual screening time
0.5 hr/candidate
0
Eliminated
Time‑to‑hire
Double‑digit days
Single‑digit days
70% reduction
Note: Financial savings are substantial but confidential; both firms cite “considerable” reductions in screening costs.
“TalkScore takes the basic screening off my recruiters’ plates, so they can focus on closing offers fast. We’ve jumped from 25 % to 75 % pre-screening completion and still hit every hiring goal.”
Consistency at scale. Every candidate is measured against the same linguistic rubric, eliminating bias.
Channel of choice. Assessments drop on the apps candidates already use, boosting completion.
Data you can defend. CEFR‑aligned scores and auditable AI logic replace gut‑feel grading. 0.84 MAE keeps results within expert‑rater consensus.
“If we hadn’t launched TalkScore’s AI recruiting project, we could never have filled 4,000 positions in two weeks—but we did. Today 75% of applicants complete pre-screening and we don’t run a single manual interview.”
For a quick, behind-the-scenes look at how automation supercharges high-volume hiring, dive into our Recruitment Hackers Summit session “Recruitment Automation Highway”