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.
Workshop agenda
- 10:00AM EDT
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
- 10:50PM EDT
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.
- 11:50AM EDT
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.
- 1:00PM EDT
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
Principal UX Designer, 17 years B2B SaaS, Master’s in Statistics, PhD
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
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
$400
USD