Turn your standard into hires.
Before the interview starts.

We catch 83% of keyword-stuffed and ChatGPT-padded applicants before your engineers ever join a call, and arm your interviewers with role-specific grill questions so they never waste 45 minutes on a bluffer again.

● No account required to explore the playground.
Kriu Technical Evaluation Scorecard

One role in. The evidence surfaced.

Kriu moves from raw job criteria to a calibrated interview kit in seconds, without requiring complex integrations.

01 · CALIBRATE
Calibrate Criteria

Define the non-negotiable architectural capabilities and acceptable tradeoffs your team actually values.

02 · INGEST
Ingest Candidates

Route incoming applicants via our web console playground or drop a batch ZIP file directly.

03 · AUDIT
Audit Execution

Forensic analysis dissects candidate claims to separate true production engineering from AI-polished summaries.

04 · ARM
Arm the Interview

Receive tailored technical grill kits with exact questions, expected practitioner depth, and shallow red flags.

Look beneath the AI-generated polish.

When anyone can generate a senior-level resume in 30 seconds, familiar titles and company brand names are no longer proof of competence.

On Paper · Familiar Profile Grill Required
The Synthesized Candidate
Staff ML Engineer at Tier-1 Enterprise · 20+ Frameworks Listed

WHAT KRIU EVALUATES:

Superficial Exposure. The candidate operated strictly downstream of internal platform tooling. Zero direct ownership of custom model quantization, memory management, or inference failure handling.

Action: Arm interviewer with 3 throughput limit questions → Probe Depth
On Paper · Non-Obvious Profile Fast Track
The Pragmatic Builder
Backend Developer at 12-person Startup · Understated Bullet Points

WHAT KRIU EVALUATES:

Verified Execution. Single-handedly designed custom persistence storage in RocksDB; diagnosed production thread deadlocks and eliminated GC latency bottlenecks.

Action: Fast-track to final engineering architecture round → Advance to Lead

Kriu audits the evidence.
Your team makes the call.

We handle the forensic work of verifying technical claims. Your hiring managers step in where human intuition, culture, and relationships matter.

Kriu Owns The Analysis
  • Evaluates genuine execution depth vs passive exposure
  • Filters AI fluff and ungrounded keyword inflation
  • Identifies ambiguous technical claims and gaps
  • Generates targeted, role-specific technical grill kits
Your Team Owns The Decision
  • Sets the hiring standard and team taste
  • Conducts the personal interview dialogue
  • Builds the relationship with the candidate
  • Makes the final hiring decision
14-Day Risk-Free Trial Guarantee

The 14-Day Engineering Pilot. Zero risk.

Try Kriu on your active tech hiring pipeline for 14 days. If it doesn't save your engineering team at least 5 interview hours, we will refund 100% immediately. You keep all candidate evaluations and grill kits generated.

✓ Up to 500 candidate evaluations across your active roles
✓ External artifact corroboration (Code, Portfolios, Publications)
✓ Role-calibrated Technical Grill Kits for every interview round
✓ Dedicated rubric calibration directly with your tech leads

Built on candidate data.
Engineered to be audited.

We handle sensitive hiring and candidate artifacts. That earns scrutiny. Every claim below is verifiable in our operational trust framework.

ISO
ISO 27001 Control Aligned
SOC
SOC 2 Type II Least Privilege
DPDP
DPDP & GDPR Compliant Architecture

Your Data Stays Yours

Candidate resumes and job descriptions are never used to train public or foundational AI models. Your data remains strictly your own.

Ephemeral & Encrypted

Evaluations run in transient memory. Data at rest is secured via AES-256 and all in-transit traffic is TLS 1.3 encrypted.

Configurable Retention

Automated purging schedules allow you to retain scorecards only as long as needed. Delete candidate artifacts on demand.

The Human Boundary

Kriu provides evidence and interview questions. It never makes automated rejection decisions. Final hiring stays with human leaders.

Questions founders & leaders ask.

Legacy ATS platforms rely on keyword counting, which rewards candidates who use generative AI to restate the job description. Kriu uses natural language inference (NLI) to analyze the semantic context surrounding each claim: identifying concrete architectural decisions, failure mitigations, and production ownership vs. passive exposure.

No. Kriu operates under a strict Human-in-the-Loop boundary. It outputs structured competency verdicts (Fast Track, Grill Required, or Skip) and equips human interviewers with tailored questions. Final hiring authority remains exclusively with your team.

Yes. You can define your team's exact role criteria, seniority expectations, and tech stack constraints. Kriu audits candidate work history directly against your custom rubric—generating verified evidence breakdowns and targeted interview grill kits calibrated to your bar.

Strictly no. Resumes and job descriptions processed through Kriu are evaluated in transient memory and are never used to train or fine-tune public or foundational language models.