Hire AI-native talent pods, confidently.

Hire from a pre-vetted pool of candidates who have proven their technical skills, domain knowledge, and AI fluency, by solving real challenges, not padding a résumé.

Pre-vetted poolL3 / L4 expert evaluationShortlist in 24–48 hrs

InvyteApplied AI Pod · ranked by fit

Pre-vetted pool

core · domain · ai-fluency
ARAva ReyesCore AI Builder · 6 yrsAI fluency 9492
DCDaniel ChoCore AI Enabler · 8 yrsAI fluency 9088
MIMaya IdrisOperations · AI-fluent · 5 yrsAI fluency 8784
LPLeo ParkAI Leader · Director · 11 yrsAI fluency 9189
Proven by challenge, not résumé.Vetted by persona.Meet best-fit talent in 24–48 hours.

A pool where every candidate has already proven it

You don't browse claims. You browse evidence. Every person in the Invyte pool has demonstrated four dimensions of capability by solving real, persona-specific challenges before they ever reach your shortlist.

01 · Core skills

Technical depth

The hands-on craft the role demands, probed in depth by a persona-tuned interviewer, never a keyword filter.

FundamentalsHands-OnTrade-Offs
02 · Domain knowledge

Real context

Fluency in your industry and problem space: the vocabulary, edge cases, and hard-won lessons of an expert.

Vertical DepthEdge CasesStandards
03 · AI fluency

The multiplier

How effectively they use AI to go further, faster. The signal that predicts performance on an AI-native team.

PromptingReasoningLeverage
04 · Proven by challenge

Evidence, scored

Every dimension is earned by solving live challenges, so each score traces back to work you can inspect.

Live ScenariosRubric-ScoredAuditable

Persona-based talent vetting

Different talent demands different evaluation. Invyte runs an expert AI interviewer fine-tuned for each AI talent persona, each conducting a thorough, role-specific evaluation instead of one generic screen.

i.

Expert interviews, tailored per persona

Each persona has an expertly fine-tuned interviewer that probes the signals that actually predict success in that craft.

ii.

AI fluency assessments

We evaluate critical thinking, AI usage, reasoning, domain-knowledge depth, plus operational and leadership skill, not just the final answer.

iii.

Thorough, evidence-backed evaluation

Every interview maps to a rubric, so comparisons across candidates stay fair, consistent, and defensible.

Persona interviewersFine-tuned per talent persona
4 active
Core AI BuildersAI/ML Engineers · Researchers · NLP · Data Science
Builder agent
Core AI EnablersInfrastructure · Security · Platform & App Developers
Enabler agent
Operations with AI fluencyAnalysts · CS · Sales · Marketing · Legal · Compliance
Operator agent
AI LeadersVPs · Directors · PMs & POs · Governance · Ethics
Leader agent

We score how they think, not just what they answer

As a candidate works a live challenge, Invyte traces the full arc of their reasoning across six signals, the ones that tell you whether someone truly thinks with AI or just types at it.

i

Critical thinking

How they frame an ambiguous problem, break it down, and choose a first move.

ii

AI usage & steering

How they set context, prompt, iterate, and course-correct as the problem unfolds.

iii

Reasoning & judgment

Whether they challenge AI output, catch errors, and know when to trust it.

iv

Domain depth

The vocabulary, edge cases, and standards that separate experts from generalists.

v

Operational skill

Turning a solution into something shippable: constraints, cost, and execution.

vi

Leadership signal

How they argue decisions, weigh trade-offs, and bring others along.

From open role to best-fit hire, end to end

Share your roles. We take care of the entire sourcing, L3/L4 evaluation of core skills, AI fluency, and persona-specific core and behavioral skills.

01

Share your open roles

Send us your open roles, or post them on the platform by signing up. Set the persona, the must-haves, and how your team weighs them.

Share RolesOr Self-ServeSet Rubric
02

Set up evaluation workflows

Configure deep interviews with L3/L4 experts, AI fluency assessments, and optional voluntary demos and artifact collection.

L3/L4 InterviewsAssessmentsVoluntary DemosArtifacts
03

Source from your portal or our pool

Get a dedicated career-portal link to share so candidates can apply, or source directly from our internal pre-vetted pool and reach out via the built-in email system and LinkedIn outreach.

Career PortalPre-Vetted PoolEmail + LinkedIn Outreach
04

AI ranks best-fit in 24–48 hrs

AI automatically ranks the best-fit candidates so you can interview and meet them within 24–48 hours of posting the job.

Auto-RankedBest-Fit FirstMeet in 24–48 Hrs
05

We handle the heavy lifting

Invyte takes care of the entire sourcing and L3/L4 evaluation of core skills, AI fluency, and persona-specific core and behavioral skills. You just meet the shortlist.

Full SourcingL3/L4 EvaluationBehavioral Signals

Browse the pool, across every persona

Each profile carries an overall evaluation score, verified skills, and a distinct AI-fluency score, all earned by challenge.

AR
Ava ReyesSr. ML Engineer · 6 yrsCore AI Builder · RAG · MLOps · Evaluation · PyTorch
93Core
88Domain
94Fluency
92Overall
DC
Daniel ChoPlatform Engineer · 8 yrsCore AI Enabler · LLMOps · Kubernetes · Infra · Security
90Core
85Domain
90Fluency
88Overall
MI
Maya IdrisRevOps Analyst · 5 yrsOperations · AI-fluent · RevOps · SQL · Prompting · Automation
82Core
80Domain
87Fluency
84Overall
LP
Leo ParkDirector of AI · 11 yrsAI Leader · Strategy · Governance · Org design · Ethics
87Core
91Domain
91Fluency
89Overall
SN
Sana NairNLP Researcher · 4 yrsCore AI Builder · NLP · Fine-tuning · Eval · Research
88Core
84Domain
89Fluency
86Overall
TO
Tomás OrtizProduct Manager, AI · 7 yrsAI Leader · Roadmap · Discovery · Eval design · GTM
83Core
86Domain
88Fluency
85Overall

24–48 hrs

from posting a role to meeting best-fit, auto-ranked candidates

4 personas

each evaluated by an expertly fine-tuned interview agent

L3 / L4

expert-level evaluation of core skills, AI fluency, and behavior

Ready to see a demo or post a job?

Book a meeting with us: walk through a real role, see the pre-vetted pool, and meet best-fit talent within 24–48 hours.