Enterprise
Market ResearchOperations Platform.

• Client Intake

  Inbound OpportunitiesIntake & Qualification

  app.thruqzavonel.ai/client-intakeLIVE · CLIENT INTAKE

  

  Client Intake — Thruqzavonel AI

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  Client Intake is the operational gateway that converts incoming client inquiries, research briefs, and RFPs into structured, qualified project opportunities. It automatically extracts research objectives, target audience specifications, geographic coverage, and delivery timelines while flagging ambiguous sample criteria or conflicting deadlines. It enables account managers and research leads to coordinate clarification questions, assess project feasibility, and assign qualified briefs directly to dedicated methodology teams.

  • 01Qualifies inbound inquiries by methodology, target audience, and geographic requirements.
  • 02AI extracts core research objectives and flags missing scope parameters before proposal kickoff.
  • 03Ensures seamless, documented handoffs between business development and research operations.

• Proposals

  Scoping & EstimationCommercial Scoping

  app.thruqzavonel.ai/proposalsLIVE · PROPOSALS

  

  Proposals — Thruqzavonel AI

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  Proposals is the scoping and estimation engine that translates qualified briefs into commercially sound, methodologically defensible research proposals. It models target sample sizes, interview lengths, expected incidence rates, qualification percentages, and total screening attempts to forecast recruitment feasibility. It calculates direct fieldwork, analysis, and supplier costs against client pricing to ensure project profitability, producing versioned Statements of Work with auditable commercial sign-offs.

  • 01Interactive estimation matrix calculating sample size, incidence rate, and screening volumes.
  • 02Compares estimated fieldwork and partner costs against proposed pricing to protect gross margins.
  • 03Generates client proposals, project cost schedules, and approved Statements of Work.

• Research Design

  Methodology StudioInstruments & Sampling

  app.thruqzavonel.ai/research-designLIVE · RESEARCH DESIGN

  

  Research Design — Thruqzavonel AI

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  Research Design is the methodology specification studio where approved proposals are translated into controlled, fieldwork-ready research instruments. It configures qualitative discussion guides, survey questionnaires, branching and skip logic, termination rules, and quota targets across demographic and behavioral segments. Embedded AI assists methodologists by detecting leading phrasing, double-barreled questions, and routing gaps, while maintaining strict version control and participant consent documentation.

  • 01Defines multi-dimensional quota matrices and demographic sampling parameters.
  • 02Questionnaire designer supporting complex routing logic, piping, and consent forms.
  • 03AI flags question bias and structural routing inconsistencies prior to fieldwork sign-off.

• Fieldwork

  Execution PipelineLive Data Collection

  app.thruqzavonel.ai/fieldworkLIVE · FIELDWORK

  

  Fieldwork — Thruqzavonel AI

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  Fieldwork is the operational execution pipeline that orchestrates participant recruitment, screening, interview scheduling, and live response collection. It tracks participants through every stage of their research journey—from invited and screened to eligible, scheduled, completed, and submitted. Operations teams monitor real-time quota fulfillment across sample sources and field teams, with predictive alerts that flag incidence drops or cohort bottlenecks before they jeopardize study deadlines.

  • 01Tracks participant progression from screening through scheduling and interview completion.
  • 02Real-time quota monitoring across panels, recruitment partners, and field locations.
  • 03Predictive alerts identify sample incidence anomalies and fieldwork completion risks early.

• Quality Control

  Data ValidationIntegrity & Audit

  app.thruqzavonel.ai/quality-controlLIVE · QUALITY CONTROL

  

  Quality Control — Thruqzavonel AI

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  Quality Control is the data integrity and validation system that verifies the authenticity, completeness, and usability of survey responses and qualitative transcripts before analysis begins. It runs automated checks to detect speeding, straightlining, inconsistent responses, and duplicate respondents, placing anomalous submissions into an inspection queue. Authorized quality managers review evidence, adjudicate exclusions under study governance rules, and release certified, cleaned datasets.

  • 01Automated detection of speeding, straightlining, and suspicious duplicate participation.
  • 02Quarantine review queue preserving human reviewer decisions and complete audit trails.
  • 03Enforces data governance aligned with ISO 20252 research service standards.

• Deliverables

  Analysis & DeliveryEvidence & Insights

  app.thruqzavonel.ai/deliverablesLIVE · DELIVERABLES

  

  Deliverables — Thruqzavonel AI

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  Deliverables is the insights synthesis and client delivery studio that connects research evidence directly to client-ready reports and presentations. It links analytical datasets, statistical cross-tabulations, and coded qualitative transcripts directly to narrative conclusions and executive summaries. Analysts verify findings against underlying source quotes and tables, collaborate on client revisions, and maintain documented records of formal deliverable acceptance.

  • 01Evidence canvas linking findings and narrative conclusions to source datasets and transcripts.
  • 02AI assists qualitative thematic coding and detects unsupported analytical claims.
  • 03Manages client feedback iterations, version history, and formal deliverable sign-offs.

• Closeout

  Settlement & ArchivalFinancial Settlement

  app.thruqzavonel.ai/closeoutLIVE · CLOSEOUT

  

  Closeout — Thruqzavonel AI

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  Closeout is the commercial settlement and administrative closure system that completes every accepted research engagement. It reconciles final deliverable approvals against approved scope changes, validates recruitment supplier invoices, and reconciles participant incentive disbursements. The module calculates final gross profit and margins, generates client billing, and enforces contractual data retention and respondent deletion protocols to ensure complete compliance.

  • 01Split-screen reconciliation of contracted fees, approved change orders, and final billables.
  • 02Reconciles recruitment partner invoices and participant incentive disbursements against direct costs.
  • 03Executes contractual data retention, pseudonymization, and respondent deletion workflows.

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