Will AI Replace Customer Service Jobs in Puerto Rico? Here’s What to Do in 2025

By Ludo Fourrage

Last Updated: September 12th 2025

Puerto Rico customer service agent using AI assistant interface, island skyline in background

Too Long; Didn't Read:

In Puerto Rico in 2025 AI will reshape customer service - 84% of local organizations use AI, 59% lack expertise; about 42% of tasks could be automated by 2027. Invest in bilingual prompt training and reskilling (10,000+ WTP registrants, 1,050 certifications) to keep jobs local.

Will AI replace Puerto Rico's customer service jobs in 2025? The short, local answer is: not wholesale - but the island's call centers will change fast, and bilingual agents who learn to work with AI will be the winners.

Global studies and dozens of real-world case studies show AI handling routine chats, summarizing calls, and routing issues so humans can focus on complex, emotional, or high-value interactions (Microsoft roundup of 1,000+ AI customer stories), while industry analyses argue for hybrid models that augment - not eject - agents (Emitrr analysis of call center AI).

For Puerto Rico that means employers should invest in Spanish–English prompt training, agentic oversight, and reskilling pathways so workers move into AI-supervisor and quality roles; practical guides for local reskilling are already available.

Planning now - training, transparent escalation rules, and simple AI tool fluency - lets Puerto Rico keep jobs local while raising the skill floor and productively reusing the hours AI frees from repetitive work.

BootcampLengthEarly bird cost
AI Essentials for Work15 Weeks$3,582
Solo AI Tech Entrepreneur30 Weeks$4,776
Web Development Fundamentals4 Weeks$458

“When self-checkouts were first introduced, many shoppers resisted using them, preferring the familiarity of human cashiers... I see a similar adoption curve with AI chatbots.”

Table of Contents

  • How AI Is Transforming Call Centers - What Puerto Rico Needs to Know
  • What AI Can and Cannot Replace - Tasks vs Jobs in Puerto Rico
  • Puerto Rico Market Snapshot: Local Tech Ecosystem, Employers and Data
  • Projected Job Impacts and New Roles for Puerto Rico Workers
  • Skills Gap and Reskilling Pathways in Puerto Rico for 2025
  • Practical Steps for Customer Service Workers in Puerto Rico (2025 Checklist)
  • Practical Steps for Puerto Rico Employers - How to Adopt AI Responsibly
  • Risks, Ethics and Regulation in Puerto Rico's AI Adoption
  • Resources, Next Steps and Local Contacts in Puerto Rico
  • Frequently Asked Questions

Check out next:

How AI Is Transforming Call Centers - What Puerto Rico Needs to Know

(Up)

Puerto Rico's contact centers are already in the middle of a rapid shift: local firms report widespread AI use across marketing and service operations while global reports show AI embedded in nearly every modern contact center, so island employers should plan for hybrid teams where AI handles routine routing, summaries and 24/7 first‑line responses and bilingual humans handle complex, emotional cases.

Local survey results from V2A Consulting show 84% of Puerto Rican organizations have applied AI and many service teams use chatbots or are building proprietary tools, yet 59% cite a lack of in‑house expertise and 48% lack understanding - gaps that map directly to Calabrio's warning that leaders must pair AI with stronger agent training and emotional‑intelligence coaching.

Market research also underlines the scale and speed of change (call center AI markets are growing fast), and vendors tout sub‑1‑second call handling and NLP that supports multilingual flows - imagine thousands of routine calls triaged instantly so a skilled bilingual agent can spend focused time resolving the high‑emotion cases that build loyalty.

For Puerto Rico the takeaway is clear: invest in prompt training, oversight and practical AI tools now so local centers keep work in‑island and raise the value of every human interaction (V2A Consulting Puerto Rico AI survey 2024, Calabrio State of the Contact Center 2025 report).

MetricValue
Local organizations applying AI84%
Multinationals on island applying AI94%
Service Ops with proprietary AI13% (developed)
Lack in‑house expertise59%
Contact centers using AI (global)98%

“A significant 84% of local organizations report having applied AI in at least one business function. More importantly, results suggest that AI is starting to deliver value to Puerto Rican organizations.”

Fill this form to download the Bootcamp Syllabus

And learn about Nucamp's Bootcamps and why aspiring developers choose us.

What AI Can and Cannot Replace - Tasks vs Jobs in Puerto Rico

(Up)

AI in Puerto Rico is reshaping specific tasks more than entire careers: studies show roughly 42% of business tasks could be automated by 2027 and data‑processing work is most exposed, while higher‑value, empathy‑driven and bilingual interactions remain human strengths - think AI triaging routine calls and summaries while skilled agents handle the emotionally charged or complex cases that build loyalty.

Global analyses (WEF, Goldman Sachs, IMF) warn that millions of tasks will shift quickly - even if many jobs are augmented rather than erased - so local planning matters: Puerto Rico's universities are already producing STEM graduates and the Labor Department is deploying AI tools for recruitment, giving the island a shot at converting task displacement into new roles and upskilling opportunities (Puerto Rico AI-disrupted job market coverage).

Concrete local signs of automation - from robotic cleaners sweeping the airport's million square feet of tile to factories using skilled operators - show the practical boundary between what machines do best and where human judgment still pays off; employers who map tasks to training can keep work local and move agents into higher‑value, AI‑supervisory roles (Puerto Rico automation trends and workforce impact).

“There's a talent shortage everywhere, particularly for software developers and AI, and Puerto Rico is a good source of AI talent,”

Puerto Rico Market Snapshot: Local Tech Ecosystem, Employers and Data

(Up)

Puerto Rico's market snapshot now centers on a fast-growing tech anchor: Wovenware's acquisition by Maxar and its formal transformation into Maxar Puerto Rico has stitched advanced AI, geospatial software and data‑production muscle directly into San Juan's ecosystem, bringing developer, data‑science and UX opportunities on‑island (Maxar Puerto Rico).

The move to a 22,000‑square‑foot Golden Mile headquarters - complete with a dedicated data production space where teams manually label imagery for machine learning - signals real hiring and upskilling demand, while corporate programs like Grow U and an internal academy create clear pathways from customer‑service roles into higher‑value tech work.

Maxar's stated plan to invest in local growth and draw engineering talent from across the island and the U.S. means bilingual agents and technicians who learn prompt‑engineering, data‑labeling workflows, or basic ML tooling will find concrete, local career ladders instead of distant relocation (Wovenware moves Puerto Rico HQ to Golden Mile).

MetricValue
Founded2003 (Wovenware)
Acquired by MaxarNov 2022
Transformed to Maxar Puerto RicoJan 2025
San Juan HQ22,000 sq ft (Golden Mile)
Staff240+ professionals
Core specialtiesAI/ML, data labeling, software engineering, UX

“As we continue to partner closely with our colleagues across Maxar Intelligence, our team here in San Juan is committed to supporting the corporate mission to use the power of very high-resolution satellite imagery, software and AI to build secure, data-driven intelligence and insights for critical missions on Earth and in space,” said Christian González.

Fill this form to download the Bootcamp Syllabus

And learn about Nucamp's Bootcamps and why aspiring developers choose us.

Projected Job Impacts and New Roles for Puerto Rico Workers

(Up)

Puerto Rico should expect a mix of disruption and opportunity: global studies warn of meaningful task automation - Goldman Sachs flags a baseline 6–7% U.S. job displacement with a possible short-term ~0.5 percentage‑point uptick in unemployment - while the World Economic Forum projects both large displacement and the creation of new roles, meaning many call‑center tasks will shift rather than vanish; locally, the Department of Labor is already piloting AI recruitment and universities are feeding tech talent into the island's firms, so Puerto Rican agents can pivot into higher‑value, AI‑supervisory, prompt‑engineering, and data‑labeling roles if employers invest in reskilling and clear career ladders (see local coverage on the island's job market and government AI efforts at News is my Business and the Goldman Sachs analysis of workforce impacts).

Practical reskilling routes and outcome‑focused job designs - teaching agents to own escalations, review AI summaries, and manage quality - will turn hours freed by automation into paid, trust‑building human work; a concrete next step is following tailored reskilling pathways for customer service professionals on Nucamp AI Essentials for Work reskilling syllabus so transitions stay local and upward.

SourceKey projection
World Economic Forum85M jobs displaced and 97M new roles (global outlook)
Goldman Sachs6–7% U.S. jobs could be displaced; ~0.5 pp temporary unemployment rise
Local reporting (News is my Business)Two‑thirds of U.S. occupations exposed; Puerto Rico deploying AI recruitment and producing STEM talent

“In five years, we'll see jobs that are unimaginable right now due to AI.” - Jaime Sanabria

Skills Gap and Reskilling Pathways in Puerto Rico for 2025

(Up)

Puerto Rico's 2025 skills gap is being tackled with an array of practical, island‑specific reskilling pathways that match local realities: large public programs like the Workforce Training Program offer free, mobile‑friendly coursework (via Moodle on a cell phone) in customer service, IT, solar installation and more, with more than 10,000 registrants and 1,050 certifications to date; targeted initiatives such as PR READY provide training and mentoring for unemployed or underemployed residents across municipalities; and policy momentum - like the island's March 2024 pilot to modernize recruitment with AI and skills‑based management - means employers are beginning to hire for demonstrated capabilities rather than degrees.

Technical schools and cross‑sector partnerships are closing the loop by aligning curricula to employer needs and creating fast ladders from call center work into data‑labeling, prompt‑engineering, and other AI‑adjacent roles.

For workers, the practical route is clear: pursue short, employer‑aligned certificates and hands‑on programs that travel with you (on your phone), while employers and government double down on skills‑based hiring and apprenticeship pipelines to keep talent working on‑island (Puerto Rico Workforce Training Program (mobile Moodle courses), PR READY workforce training and mentoring program, NGA skills‑based hiring guidance).

MetricValue
Course registrants (WTP)10,000+
Low/moderate income registrants78%
Unemployed registrants30%
Completed certifications1,050

“It is essential to train our workforce, both for the immediate demand and for the different labor scenarios we will face in the future. This University of Puerto Rico program opens the door to countless opportunities to foster the competencies, skills and abilities necessary for a competitive and cutting-edge working class.” - Manuel Cidre

Fill this form to download the Bootcamp Syllabus

And learn about Nucamp's Bootcamps and why aspiring developers choose us.

Practical Steps for Customer Service Workers in Puerto Rico (2025 Checklist)

(Up)

Practical, island-ready steps for Puerto Rico's customer service workers in 2025: get hands-on with real‑time AI coaching so feedback happens during calls (Convin's dashboards show personalized clips and can boost agent performance and manager visibility - see the coaching learn phase) and practice AI role‑play or voice simulations to rehearse de‑escalations and bilingual phrasing before real customers arrive (tools like Virti and ReflexAI replicate tense scenarios safely); learn to use agent assistants and Copilot features that auto‑summarize interactions and shave 30–60 seconds off after‑call work so that freed time becomes focused empathy and resolution, not idle backlog (Convin AI coaching for call center agents, Talkdesk Copilot AI automatic summaries); build a short Spanish–English prompt library and test it daily (start with Nucamp AI Essentials bilingual prompt recipes for quick customer updates) and track KPIs - CSAT, FCR, and response‑quality scores - to prove value; ask supervisors for regular AI‑assisted coaching reviews, sign up for micro‑learning modules or simulations to shorten ramp time, and keep a simple decision tree that says when to trust AI suggestions and when to escalate to a human.

These practical moves convert automation into skill gains and local career momentum rather than lost hours - one well‑timed AI summary can free just enough time to calm a worried caller or close a renewal.

“She was my daughter's age, and I knew the fear she was feeling. She just needed a voice to guide her and someone with a sense of caring and empathy to help her get home.”

Practical Steps for Puerto Rico Employers - How to Adopt AI Responsibly

(Up)

Puerto Rico employers should adopt AI the way the successful Civil Service Reform pilot did: start small, measure outcomes, and keep people firmly in the loop.

Run controlled pilots (the Oversight Board's hiring platform filled hundreds of roles and cut average time‑to‑fill from months to as little as 13 days) that pair skills‑based matching, masked early screening to reduce bias, and clear escalation rules so humans stay accountable and intervene when needed (Puerto Rico Oversight Board hiring platform pilot results).

Design AI systems as co‑pilots - not replacements - by building explainability, confidence scores, and alerting into workflows; invest in frontline upskilling and short digital courses so staff learn to “speak machine” and critique AI outputs (lessons from aviation‑inspired human–AI design apply directly) (Designing AI co‑pilots: lessons from aviation and beyond).

Pair pilots with community training programs and ethical guidance (for example, practical workshops in Puerto Rico's “AI in Action” program) to ensure responsible rollout, track KPIs like quality-of-hire and candidate transparency, and codify governance so AI adoption actually keeps jobs local while raising job quality (AI in Action Puerto Rico workforce program launches).

Pilot metricResult
Job announcements published311
Hires in seven months339
Average time to fill~2 months (some as fast as 13 days)
HR officials reporting greater agility88%

“We were able to recruit people in 13 days. Recruiting 85 people in less than three months was an achievement.” - Luis Rivera, Health Department HR Director

Risks, Ethics and Regulation in Puerto Rico's AI Adoption

(Up)

Puerto Rico's AI rollout must pair innovation with hard-edged compliance: federal HIPAA rules apply on-island (covered entities and business associates must implement administrative, physical and technical safeguards), and OCR has enforced breaches - Triple‑S alone faced a $3.5M fine after multiple incidents - so any contact center or vendor handling health data needs airtight BAAs and risk analyses (Puerto Rico HIPAA compliance guidance for contact centers).

New local rules add another layer: Rule No. 108 requires Puerto Rico insurers to run formal cybersecurity programs, certify compliance annually, and, for breaches affecting more than 250 residents, notify the Insurance Commissioner within 72 hours and affected individuals promptly (investigations and 10‑day notice windows are now standard), so benefit‑plan vendors and call centers supporting them must be able to produce SOC2 audits, breach plans, and encryption standards (Puerto Rico health plan cybersecurity and Rule No. 108 guidance).

That regulatory pressure makes ethical AI governance non‑negotiable: formal frameworks, independent audits, and privacy‑by‑design consulting (for example, AI ethics & compliance services) help mitigate bias, explainability gaps, and legal risk as AI moves from routing calls to influencing decisions (AI ethics and compliance services for contact centers).

Rule / GuidanceApplies toKey obligation
HIPAA (Puerto Rico)Covered entities & business associatesAdministrative/technical safeguards; OCR enforcement (Triple‑S $3.5M fine)
Rule No. 108Puerto Rico insurersCybersecurity program; annual certification (by June 30); notify OCS within 72 hrs if >250 residents affected
EBSA guidance (ERISA plans)Plan sponsors & fiduciariesEvaluate vendor cybersecurity; prudent selection and monitoring of service providers

Resources, Next Steps and Local Contacts in Puerto Rico

(Up)

Ready to act? Puerto Rico already has practical places to start: enroll in the Workforce Training Program - an island-wide, CDBG-DR funded initiative (courses delivered on-demand via a mobile Moodle app) that targets unemployed and underemployed residents and covers customer service, medical records, and other job-ready skills (Puerto Rico Workforce Training Program (mobile Moodle courses)); sign up for PR READY's mentoring and tech‑track pathways if you want hands-on support and employer connections across municipalities (PR READY mentoring and tech-track pathways); and consider Nucamp's practical 15‑week AI Essentials for Work bootcamp (bilingual prompt writing, AI tools for the job, payment plans available) as a focused upskill that maps directly to call‑center co‑pilot roles (Nucamp AI Essentials for Work 15-week syllabus).

For in‑person help use any of Puerto Rico's American Job Centers to find local classes, apprenticeships, or hiring partners; start with the simple checklist: pick one free WTP or PR READY course, build a short bilingual prompt library, and schedule an AI‑assisted coaching demo so employers can see measurable CSAT and FCR gains - small steps that keep work local while moving agents into higher‑value roles.

ResourceContact / LinkNotes
Workforce Training Program1-833-234-2324 · infoCDBG@vivienda.pr.gov · Workforce Training Program mobile Moodle courses pageAllocation: $90,000,000; mobile Moodle courses
PR READY (PR Science Trust)+1.787.523.1592 · info@prsciencetrust.org · PR READY mentoring and tech-track pathways pageTraining + mentoring across municipalities
Nucamp - AI Essentials for WorkNucamp AI Essentials for Work syllabus and registration15 weeks; early bird $3,582; practical AI at work

“It is essential to train our workforce, both for the immediate demand and for the different labor scenarios we will face in the future. This University of Puerto Rico program opens the door to countless opportunities to foster the competencies, skills and abilities necessary for a competitive and cutting-edge working class.” - Manuel Cidre

Frequently Asked Questions

(Up)

Will AI replace customer service jobs in Puerto Rico in 2025?

Not wholesale. Puerto Rico's call centers are shifting quickly to hybrid models where AI handles routine routing, summaries and 24/7 first‑line responses while bilingual human agents manage complex, emotional and high‑value interactions. Local signals show rapid AI adoption (84% of local organizations have applied AI) and global contact‑center penetration is very high (~98%), but the likely outcome is task displacement and role augmentation rather than mass immediate layoffs - agents who learn to work with AI will be the winners.

Which tasks are most at risk of automation and how large could the impact be?

Routine, repeatable tasks and data‑processing work are most exposed: studies estimate roughly 42% of business tasks could be automated by 2027. Global analyses (WEF, Goldman Sachs) project substantial task shifts - Goldman Sachs estimates a baseline 6–7% U.S. job displacement in some scenarios - while also forecasting new roles. In practice this means AI will triage and summarize many calls instantly, but empathy‑driven, bilingual and complex problem‑solving interactions remain human strengths.

What practical steps should customer service workers in Puerto Rico take in 2025?

Get hands‑on with agent co‑pilot tools, build Spanish–English prompt skills, practice AI‑assisted role‑play and de‑escalation simulations, and use AI summaries to reduce after‑call work so freed time goes to high‑value interactions. Track KPIs (CSAT, FCR, response quality), request regular AI‑assisted coaching, and pursue short, employer‑aligned certificates. Local reskilling options include the Workforce Training Program (mobile Moodle), PR READY mentoring, and focused bootcamps like Nucamp's AI Essentials for Work (15 weeks; early bird $3,582).

How should Puerto Rico employers adopt AI responsibly so jobs stay local and compliant?

Run small controlled pilots paired with clear escalation rules and explainability; invest in frontline upskilling (prompt training, agent oversight, emotional‑intelligence coaching); measure outcomes and iterate. Use skills‑based hiring and apprenticeship pipelines to convert displaced tasks into higher‑value roles. Comply with applicable regulations - HIPAA safeguards for health data, Rule No. 108 for insurers (cybersecurity program, annual certification, 72‑hour breach notification thresholds), and require SOC2/BAAs from vendors - to mitigate legal and ethical risk. Successful local pilots show rapid hiring and agility (example pilot: 311 job announcements, 339 hires, average time‑to‑fill ≈2 months, some as fast as 13 days; HR officials reporting greater agility 88%).

Where can workers and employers find local resources and training in Puerto Rico?

Start with island programs and partnerships: Workforce Training Program (WTP) - phone 1‑833‑234‑2324 · infoCDBG@vivienda.pr.gov - mobile Moodle courses (10,000+ registrants, 1,050 certifications to date); PR READY (PR Science Trust) - +1.787.523.1592 · info@prsciencetrust.org - training and mentoring across municipalities; Nucamp - AI Essentials for Work (15 weeks, early bird $3,582) for practical prompt writing and AI skills. Also use Puerto Rico's American Job Centers for in‑person help and employer connections. A practical next step: pick one free WTP or PR READY course, build a short bilingual prompt library, and schedule an AI‑assisted coaching demo to show CSAT/FCR gains.

You may be interested in the following topics as well:

N

Ludo Fourrage

Founder and CEO

Ludovic (Ludo) Fourrage is an education industry veteran, named in 2017 as a Learning Technology Leader by Training Magazine. Before founding Nucamp, Ludo spent 18 years at Microsoft where he led innovation in the learning space. As the Senior Director of Digital Learning at this same company, Ludo led the development of the first of its kind 'YouTube for the Enterprise'. More recently, he delivered one of the most successful Corporate MOOC programs in partnership with top business schools and consulting organizations, i.e. INSEAD, Wharton, London Business School, and Accenture, to name a few. ​With the belief that the right education for everyone is an achievable goal, Ludo leads the nucamp team in the quest to make quality education accessible