PROGRAMMATIC SAMPLING & AUDIENCE ARCHITECTURE

Targeted Reach.Programmatic Infrastructure.

Explore KARI's hybrid audience supply chain—combining directly managed first-party panels with real-time API sample routing.

20+ CORE MARKETS24/7 OPERATIONSSUB-SECOND ROUTING

Specialist audience access.
One accountable supply layer.

Every audience is sourced, screened, and routed against a defined qualification framework. Project teams retain visibility into source composition, feasibility assumptions, and field performance.

A0101 / 03

Enterprise B2B Panel Community

Reach verified professionals across technology, finance, procurement, operations, and executive leadership. Screening is configured around actual business responsibility—not job title alone.

QUALIFICATION FRAMEWORKCorporate domain, role, seniority, and decision-authority validation
  • Company Size
  • Decision Authority
  • Technology Stack
  • Seniority
Explore B2B research panels
A0202 / 03

Healthcare & Pharma Panel Network

Access physicians, specialists, allied healthcare professionals, caregivers, and defined patient cohorts through qualification protocols appropriate to each market and study type.

QUALIFICATION FRAMEWORKProfessional credential and market-specific identity validation
  • Medical Specialty
  • Patient Volume
  • Practice Setting
  • Treatment Authority
Explore verified healthcare respondents
A0303 / 03

Global Consumer Marketplace

Build nationally representative or precisely targeted consumer samples for brand tracking, U&A, product development, pricing, and customer-experience programs.

QUALIFICATION FRAMEWORKDevice intelligence, profile consistency, and behavioral validation
  • Nat-Rep Demographics
  • Household Income
  • Category Ownership
  • Purchase Behavior
Explore consumer research panels

Deep Profile Depth Across
Enterprise Audiences

Precision targeting engineered around verifiable organizational role, medical credentials, and household economics.

TAX_B2B_V4

Corporate Domain & LinkedIn Validated

Enterprise B2B & Tech Stack

  • 01C-Suite, VP & Line-of-Business Directors
  • 02ITDM & AI Infrastructure Budget Holders ($100k+ Sign-off)
  • 03Cybersecurity & Cloud Procurement Decision Makers
  • 04SaaS Seat Volume & Enterprise Tech Stack Adoption
TAX_HCP_V4

NPI / Medical License Verified

Healthcare & Life Sciences (HCP)

  • 01Oncology, Cardiology & Rare Disease Specialists
  • 02Hospital P&T Committee Members & Formularies
  • 03Inpatient/Outpatient Volume & Clinical Trial Investigators
  • 04ICD-10 Coded Patient Profiles & Caregiver Dynamics
TAX_CONS_V4

Double Opt-In (DOI) & Device Fingerprinted

Global Consumer Marketplace

  • 01High Net-Worth HHI Brackets & Active Crypto/Brokerage Traders
  • 02EV Owners & Fleet Buyers
  • 03Nationally Representative (Nat-Rep) Demographics
  • 04FinTech, Credit Card & Insurance Policy Decision Makers
PROPRIETARY VS. PROGRAMMATIC HYBRID SAMPLING

One quality gate across two controlled supply engines.

Eliminating black-box re-brokering by enforcing a unified, real-time AI Quality Gate across both proprietary communities and programmatically routed partner traffic.

70%+Direct First-Party Panel Volume
30%Governed Supplemental API Fill

Programmatic infrastructure with operational oversight.

Connect survey demand to qualified supply through an observable routing layer. Quotas, source allocation, pricing logic, and quality events remain visible to the teams responsible for delivery.

KARI / ROUTING CONTROLOPERATIONAL
01Real-time Quota Balancing
02Dynamic CPI Bidding Engine
03Automated Re-contact API
04Fraud Guard Webhooks
PROJECT ASSESSMENT

Test the brief against live supply conditions.

Provide market, audience, target completes, LOI, and expected incidence. Operations will review quota depth, source composition, timing, and quality requirements before confirming feasibility.

Coverage
20+ Core Markets
Response Target
< 15 Minutes
Operations
24 / 7 / 365

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