Fraud / Cheating Detection
Real-time monitoring flags integrity violations — tab switching, face detection, audio anomalies, and more — so every interview result can be trusted.
HireSmartly screens resumes, conducts structured interviews, evaluates candidates, and supports hiring decisions — with your team always making the final call.
From technology firms to Staffing organisations — HireSmartly powers smarter hiring across every sector.
Application volume has outpaced manual screening, coordination, and insight — widening the gap between hiring teams and the tools built for a smaller, slower era.
High application volumes make manual screening slow and inconsistent — strong candidates get buried before anyone reviews them.
Different interviewers score candidates differently — outcomes become hard to compare, defend, or use to improve future hiring decisions.
Hiring managers lack real-time visibility into pipeline progress, recruiter workload, and where the process is losing time or candidates.
Remote interviews open the door to impersonation, AI-assisted cheating, and identity spoofing — risks that traditional interview tools were never designed to detect.
One AI engine, applied consistently from the job description to the final recommendation — with humans always making the call.
Real-time monitoring flags integrity violations — tab switching, face detection, audio anomalies, and more — so every interview result can be trusted.
Create and refine job descriptions with AI assistance. Define must-have skills and role criteria — the platform builds the evaluation rubric automatically.
Upload and process up to 500 resumes together, cutting repetitive manual screening effort significantly.
Screens and scores every resume against the job's requirements automatically — not just keyword filters.
Evaluate technical depth through real problem-solving, not self-reported skills — candidates write and run code live in an in-browser editor during the interview.
Builds a skill-based interview plan from the job requirements and candidate background — so any interviewer can run it consistently.
Adjusts follow-up questions in real time based on how the candidate is answering — no two interviews are identical.
Choose AI-Led interviews (fully automated) or AI-Assist interviews — enabling anyone on your team to conduct structured interviews with live AI guidance, at any level.
Every interview generates a structured report — Interview Summary, Detailed Analysis, Candidate Comparison, and Funnel view — so your team decides with confidence.
Live dashboards showing pipeline health, recruiter performance, time-to-shortlist trends, and skill-gap patterns — all in one view for hiring managers.
Available as cloud SaaS for fast deployment or via headless APIs to integrate with your existing ATS. Enterprise-grade data isolation, role-based access, and audit trails included.
Tailor report formats, scoring rubrics, and evaluation criteria to your organisation's standards. Every output reflects your hiring process, not a generic template.
Every hire moves through the same structured path — AI does the heavy lifting at each stage, and your team makes the final call.
Define the role, upload the JD. HireSmartly builds the skills, weightage, and criteria automatically.
AI reads every CV and scores each candidate against the role's requirements — no manual effort needed.
Consistent, defensible shortlists built automatically — surface the best candidates every time.
AI-led or HR-assisted structured interviews — candidates attend remotely, evaluated at every level.
Skills, sub-skills, proctoring observations, and interview performance scored and compiled.
Evidence-backed candidate recommendations surfaced — clear, structured, and ready for review.
Your team reviews all evidence and makes the final call. Always. No algorithm decides who gets hired.
Choose the interview experience that fits your process — AI-led or HR-led with AI assistance — and evaluate every candidate the same way. Candidates attend remotely from anywhere.
01 · AI-Led Interview
AI leads the interview end to end — consistent, scalable, and always structured.
02 · AI-Assist Interview
Enable anyone on your team to conduct structured interviews — live AI assistance guides questions, follow-ups, and evaluation in real time.
Multi-level interviews, evaluated consistently at every round.
Scores technical depth against role-specific criteria.
Evaluates job-specific skills and sub-skills from responses.
Flags integrity concerns so every result can be trusted.
Violation type and occurrence frequency are recorded and presented to the recruiter or HR for review — not used for automatic rejection.
Candidate is not visible within the interview camera frame. Verify candidate is attending
Candidate's gaze is consistently directed away from the screen during the interview to check eye movements.
Multiple audio sources or an unexpected audio change detected during the session.
More than one face observed in the interview frame simultaneously.
Candidate screen is being tracked monitoring his activities as required during the interview.
Possible identity spoofing or impersonation attempt flagged during the interview.
Candidate has an active browser window or application open beyond the interview screen.
Camera is off, or the video feed is too blurred or obscured to verify the candidate's identity.
Detailed violation report for informed selection decisions — no automatic rejection. Every flagged event is presented to the recruiter or hiring manager for review. The final decision always remains with your team.
Every hiring interaction is secure, access-controlled, and built on enterprise-ready architecture — with humans always making the final call.
Each client's data is isolated — no cross-contamination between organisations, ever.
Managers, recruiters, and interviewers see only the information their role permits.
Every AI and system interaction is logged and reviewable — full accountability at every step.
Candidate and resume data is processed securely in accordance with the platform's AI and data-privacy policies.
Candidate documents are stored with controlled access and appropriate security measures at every layer.
Every AI-led and AI-Assist interview keeps recruiters and hiring managers in the loop — reviewable, auditable, and always under your team's control.
API-first architecture — connect HireSmartly to your existing ATS or build custom integrations with any platform.
Cloud-native platform with scalable architecture and fast deployment — no infrastructure to set up or manage.
Pipeline analytics, recruiter performance dashboards, and hiring-manager visibility — all in one place.
Data isolation, secure authentication, and role-based access control at every layer of the platform.
HireSmartly turns interview activity into clear, structured reports — for a quick read, a deep review, or a full picture of a job's hiring progress. The final call always stays with your team.
Recruitment Pipeline & Analytics — real-time visibility into every stage of your hiring funnel.
Quick candidate-level assessment for fast review.
Skills, sub-skills, round performance, evidence, and proctoring observations.
Includes skills evidence, proctoring observations, and interviewer notes per round.
Compare recommended candidates on the same evaluation criteria.
| Candidate | Frontend | Backend | Overall |
|---|---|---|---|
| James Wilson | 9.2 | 6.5 | 7.6 |
| Michael Brown | 6.8 | 9.0 | 7.4 |
| Daniel Anderson | 7.5 | 7.2 | 7.4 |
Shows relative strengths and gaps — the client makes the final hiring decision.
Job-level hiring progress, from resumes to hiring outcome.
Turns hiring activity across jobs, interviews, and recruiters into clear, decision-ready insights — not just stored records.
CVs Scanned
Resume screening accuracy
Average reduction in time-to-hire
Interviews Conducted
Coding Screening
Average performance rating
HireSmartly.ai didn't start as a startup pitch — it started as an internal solution. The team at DataEngine Pvt Ltd. was struggling to streamline their own hiring process, and decided to build exactly the tool they needed.
Powered Core
Screening Accuracy
Faster Time-to-Hire
Scalable Pipelines
Every model we deploy is evaluated for bias. AI should surface the best candidate — not reflect historical prejudice.
Fast screening only matters if the shortlist is right. We never trade precision for throughput — you get both.
Every AI decision comes with an explainability trail. Recruiters and candidates both deserve to understand how scores are generated.
The AI handles the repetitive work. The human makes the final call. Our tools amplify judgement — they don't replace it.
HireSmartly wasn't planned on a pitch deck. It was coded out of necessity by a team that lived the hiring problem every day.
We were spending weeks reviewing CVs for roles we needed filled in days. We had the LLM knowledge — so we used it.
— DataEngine Engineering Team
DataEngine Founded
AI & Data Consultancy Established
DataEngine Pvt Ltd. was established as a specialised AI and data engineering consultancy, helping enterprises build intelligent data pipelines, analytics platforms, and LLM-driven applications.
The Problem Identified
Hiring Was Slowing the Team Down
As DataEngine scaled, the volume of CVs for open technical roles became unmanageable. Manual shortlisting was consuming HR bandwidth and delaying critical hires. The team decided to solve it themselves.
LLM-Powered Prototype
First AI Screening Engine Built Internally
Leveraging deep expertise in large language models, the DataEngine engineering team built an internal CV screening and candidate scoring tool. What took 3 weeks now took 4 hours.
Real-World Refinement
Extended to Select Clients for Testing
Offered to trusted clients including e-Zest and Outsource Consultants. Their feedback shaped the product — adding interview scheduling, video analysis, and analytics.
Today
HireSmartly.ai — Officially a Product
After iterating over real hiring data and real client feedback, HireSmartly.ai was formally added to the DataEngine product suite and is now available to all organisations.
Every component of HireSmartly is designed and maintained by DataEngine's AI engineering team.
Custom fine-tuned LLMs trained on millions of real JD–CV pairs, calibrated for role-specific relevance scoring.
Deep semantic understanding of CVs and JDs — not keyword matching. Reads context, infers skills, detects gaps.
AI video analysis for async interviews — body language, engagement, and communication quality assessed objectively at scale.
Models retrain on aggregated anonymised outcome data. Every hire and rejection improves the next recommendation.
DataEngine Pvt Ltd. is a specialist AI and data engineering company that builds intelligent systems for enterprises. From LLM-powered applications to real-time data pipelines, DataEngine brings deep technical expertise to every engagement.
HireSmartly.ai is a direct product of that expertise — conceived internally, refined with real clients, and now available as a standalone platform for any organisation that wants to hire smarter.
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