14+ years across operations, technology, and client delivery
Customer service, risk, project management, marketing, and technical operations roles across agencies, startups, and her own companies — before any of it involved AI.
Founder profile
Nyrriel (Riri) Atienza
Founder · AI Systems Consultant
14+ years in operations & delivery
2 founder ventures
100+ clients served
Fourteen-plus years across customer operations, risk, project management, and staffing — a career that runs from managing frontline service teams to founding and exiting a 100-plus-client outsourcing company, to designing AI systems for other businesses today. Every stop added a different kind of operational judgment; AI is the newest tool applied to the same instincts.
The career path
Frontline service to founder to AI systems.
Nyrriel's first decade was spent earning operational judgment the hard way — running a customer service team, then moving into risk and compliance review, then project management, then a marketing leadership seat. By 2018 she had enough of a pattern-read on how service businesses actually break to found her own: an outsourcing and staffing company that grew to serve 100-plus international clients before she exited it in 2026. In parallel, she took on senior operating roles — managing AI-facing data quality for an analytics team, running day-to-day operations for a remote technology company, and serving as Chief of Staff across a multi-business portfolio — before founding Workroom Asia™ in 2024 and moving into independent AI automation consulting. The throughline across all of it: she has sat on both sides of "does this actually work" — as the operator responsible for the outcome, and now as the person designing the system.
Core expertise
Operations and AI systems, run by the same instincts.
Operations & Delivery Leadership
AI Automation & Integration
Risk & Compliance Assessment
Project Management
Digital Marketing Strategy
AI Data Operations & QA
Founder & Business Development
Staffing & Recruitment
Client Relationship Management
Process Design & Documentation
Human-in-the-Loop AI Design
Distributed Team Leadership
Core strengths
The judgment behind the automation, not just the tools.
Human-in-the-loop discipline for AI output
Automation gets designed with a real checkpoint where someone verifies the work, not just a pipeline that runs and hopes — a habit formed managing AI-facing data quality long before it became a design principle.
Cross-functional fluency
Comfortable in the same room as founders, developers, analysts, designers, and operations teams — and able to translate between them, a skill built from sitting in nearly every one of those seats herself.
Built and exited, not just consulted
Two founder ventures of her own — one scaled to 100-plus clients and exited, one still running — mean the advice comes from having actually run the business, not just advised on one.
Risk and compliance instincts
Years spent reviewing risk and compliance cases that needed real judgment, not a checklist — the same instinct that shows up today as guardrails and escalation rules in every AI system she designs.
Distributed, cross-time-zone delivery
A career built almost entirely remote and offshore — managing teams and clients across the US and the Philippines without a shared office, long before that was the industry norm.
Tool stack
What she designs and builds AI systems on.
AI & Automation
Claude, Claude Code, ChatGPT, n8n
Operations & Data
Notion, Airtable, Google Workspace
Technical Build
FastAPI, SQLite, Git/GitHub, Vercel
Delivery Discipline
Requirements docs, QA gates, human-review checkpoints, staffing & onboarding SOPs
Track record
Fourteen-plus years, one throughline: operational judgment, applied everywhere.
Employer names are withheld under prior confidentiality agreements — roles, scope, and impact are described in full below.
AI Automation & Integration Consultant
Independent Consulting · Remote · 2024–Present- Designs AI-assisted operational systems for startups and growing businesses — the same discipline behind every case study on this site.
Founder — Workroom Asia™
Philippines · Remote · 2024–Present- Founded and still runs a budget-friendly social media marketing and virtual-assistant system for founders and CEOs. See the case study →
Chief of Staff (Consultant)
Wellness & wearable-technology portfolio · Remote · Oct 2025–Jun 2026- Turned founder priorities into concrete plans, ownership, timelines, and reporting dashboards across several businesses in the portfolio at once.
Head of Operations
Technology company · New York, United States · Remote · Jan 2025–May 2026- Owned day-to-day operations for a remote-first technology company — process design, cross-team coordination, and operational reporting at the leadership level.
Manager, AI Data Operations
AI & data analytics company · Los Angeles, United States · Hybrid · Jan 2023–Jan 2024- Led a team of data analysts and set the quality standards that decided whether AI-facing data was fit to use — a direct throughline into the guardrails-first approach behind every system she designs now.
CEO & Co-Founder (Exited)
Outsourcing & staffing company · Philippines · Remote · Jan 2018–2026- Founded and scaled an outsourcing company to 100-plus international clients across customer service, data, design, and web delivery — then exited it in 2026. A separate, earlier venture from Workroom Asia™.
Project Manager
New York, United States · Remote · Jun 2020–Oct 2021- Managed cross-functional projects end to end — scope, timeline, stakeholder communication, and delivery across a distributed team.
Digital Marketing Director
Nov 2024–Nov 2025- Directed digital marketing strategy and execution — campaign planning, positioning, and channel performance.
Business Support Specialist Supervisor
Feb 2022–Oct 2022- Supervised a business support team, setting standards for service quality and process consistency.
Offshore Project Manager
Freelance · Dec 2019–Aug 2024- Managed offshore project delivery on a freelance basis — coordinating distributed teams and client stakeholders across time zones.
Risk Management Specialist
Jan 2017–Mar 2021- Assessed risk and compliance cases that required real judgment calls rather than a simple rules checklist.
Customer Service Manager
Jan 2014–Jan 2017- Managed a customer service team, owning service standards, escalations, and day-to-day performance — the foundation every later operations role built on.
Systems built
Not just consulting on AI systems — shipping them.
AI-Assisted Payroll Operations System
Built without a clean API to work against — a reconciliation loop that's still learning under supervision, and a strict no-guessing rule anywhere money is involved. Read the case study →
Workroom Asia™ Operating System
About 80% of the workflow runs on its own, from content ideation down to sourcing the right VA — the venture she founded and still runs. Read the case study →
AI-Powered CEO Command Center
A persistent operating dashboard she built for her own daily prioritization, kanban, and weekly review. Read the case study →
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