Anastasia Rychkova

PATech Labs

Anastasia Rychkova

Turning Advanced AI into Real-World Business Impact

Vice President · Head of Business & Compliance Strategy

RegTechHealthTechFinTech
LinkedInConnect

Anastasia Rychkova is Vice President at PATech Labs, where she leads business and compliance strategy. She connects advanced AI with the operational needs of regulated industries such as finance and healthcare, and is responsible for go-to-market, client success, and strategic partnerships. Under her direction, every engagement meets documented compliance standards, from first contact to enterprise delivery.

Alongside strategy, Anastasia works as an orchestrator, not an engineer. She directs people and development teams: she frames the tasks, guides the work while it is in progress, and personally reviews and accepts every result before it ships. She has run the SkyAria Voice Assistant and the Organic Engine as projects, and on the Organic Engine she is also the author of the ideas behind it.

2
AI products orchestrated
4
stages in the content pipeline
3
languages on every surface
30+
published articles
8
channels in the measurement layer
28
metrics in the automated daily report

What she orchestrates

SkyAria Voice Assistant

Real-time voice AI

A real-time AI receptionist for service businesses and clinics. It answers the phone in a natural voice, holds the conversation, books appointments into the calendar, answers questions about services and prices, and speaks English, Spanish, and Russian. Designed compliance-first for regulated industries.

Her role

Project leadership from framing to acceptance: she sets the tasks for the development team, steers the work in progress, tests the assistant on real conversations, and signs off on every release.

Organic Engine

Four-stage content pipeline

An automated organic-growth engine that turns market research into published content. It plans topics, verifies every source, produces short-form video and articles, and publishes across four channels: Instagram, Facebook, YouTube, and the company blog, in three languages, each market with its own editorial line.

  1. 01
    Topic Harvest

    Analytical research selects distinct topics for each language market.

  2. 02
    Source Harvest

    Every claim is backed by live, verified sources before production begins.

  3. 03
    Reel Direct

    Video and visual production, with a separate visual world for each market.

  4. 04
    Assemble & Publish

    Final assembly passes quality gates and goes out on a staged release.

Measurement layer built by her: GA4 and Google Search Console reporting across 8 channels and 28 metrics, delivered as an automated daily report.

Her role

Anastasia authored the idea and leads the project across the analytical and production layers: she frames what each stage must deliver, reviews the output of every quality gate, and nothing ships without her acceptance. She directed delivery across functions that conventionally require a four to five person team.

Unit content cost runs under 2 percent of market rates, a six-figure annual equivalent at current volume. Internal cost figures withheld.

How she works

  1. 01

    Frames the tasks and sets the direction

  2. 02

    Orchestrates people and development teams

  3. 03

    Reviews and accepts every result

  4. 04

    Authors product ideas

Experience

  1. Vice President
    PATech Labs
    Jan 2025 to present
  2. Associate Director Technology, Data Architecture
    VML
    Contract, Nov 2023 to Jan 2025. Reporting for Volvo, Mazda, John Deere, and other global manufacturers
  3. SQL Database Developer
    Slalom
    Jan 2019 to Sep 2023. Enterprise ETL in Snowflake, SQL, Python, and Azure

Licenses & Certifications

  • HarvardX (edX): Introduction to Data Science with Python, CS109x, Verified Certificate, 2024
  • Microsoft Certified: Azure Fundamentals (AZ-900), 2023

Education

  • Master's Degree in Management, National Academy of Managerial Staff of Culture and Arts, Kyiv, 2012
  • Rutgers University, School of Arts and Sciences: undergraduate coursework, 2021 to 2022
  • Associate in Science, Biology, Kingsborough Community College (CUNY), 2020

Core stack

SnowflakeSQLPythonMicrosoft AzureMatillionGA4Google Search ConsoleSEOLocalization EN/RU/ESProgram Management

Languages

English (professional), Russian (native), Ukrainian (native)

Articles by Anastasia Rychkova