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Workshop

Automate Your Research Pipeline Without Loosing Quality

Alina Bezchotnikova

UX & Research Strategy Advisor

It's not enough to "just add AI"

Most product teams are stuck in one of two traps:
Trap #1: Research is too slow: By the time insights reach the team, the decision has already been made. Research becomes a post-hoc justification instead of a strategic input.

Trap #2: “Just use AI”: Teams replace research with LLM-generated guesses and call it “moving fast.” They get speed but lose the signal, the actual evidence of what users do, think, and need.

There’s a third path.

Automate the repetitive, time-consuming parts of your research pipeline as recruitment screening, transcript processing, pattern tagging, synthesis formatting, while keeping human judgment exactly where it adds irreplaceable value: interpretation, context, and strategic framing.

This workshop teaches you how to build that pipeline, step by step.

What you’ll learn

    Workshop agenda

    • The Three-Layer Model

      Where AI belongs in research and where it doesn’t. You’ll learn the Three-Layer Framework (AI-Led / Human-Led AI-Assisted / Human-Only) and audit your current research process to map each step

    • Automating Research Ops

      Work that eats 60% of research time: recruitment screening, scheduling, note-taking, transcript synthesis, tagging. You’ll walk through how to build automated workflows for each. Tool agnostic.

    • Hands-On Build: Your Automated Synthesis Pipeline

      The core build. Using a sample dataset (or your own), you’ll construct an end-to-end synthesis workflow.

    • The Quality Gate: When to Override the Machine

      How to spot when AI synthesis is confidently wrong. What “good enough” actually means for different decision types. Building a validation protocol.

    Learn directly from Alina

    Alina Bezchotnikova

    Alina Bezchotnikova

    Contact

    Principal UX Designer, 17 years B2B SaaS, Master’s in Statistics, PhD

    See all products from Alina Bezchotnikova

    Who this workshop is for

    • Product Managers who run (or want to run) research but don’t have a dedicated researcher on the team

    • Product Leaders (Directors, VPs, CPOs) building a research culture that scales without scaling headcount

    • Founders who need evidence-based decisions but can’t afford slow, traditional research cycles

    What's included

    Alina Bezchotnikova

    Live sessions

    Learn directly from Alina Bezchotnikova in a real-time, interactive format.

    Lifetime access

    Go back to course content and recordings whenever you need to.

    Community of peers

    Stay accountable and share insights with like-minded professionals.

    Certificate of completion

    Share your new skills with your employer or on LinkedIn.

    Maven Guarantee

    Your purchase is backed by the Maven Guarantee.

    Frequently asked questions

    Maven for Teams

    Reimbursement

    Get your company to pay

    Everything L&D needs: email template, receipts, and certificate of completion.

    Get reimbursed

    Private cohort

    Run a cohort for your org

    A dedicated cohort with a custom schedule and curriculum, tailored to your team.

    Book a private cohort

    $400

    USD

    5 hours left to apply