Paola Caliman
AI Enablement Specialist
AI Enablement · Software Implementation · Operations & Finance
I help small and medium-sized businesses adopt AI in ways that are practical, measurable, and human-centered — backed by a decade across software implementation, finance, operations, engagement, and enablement.

My focus is to bring practical, measurable AI into the systems that run U.S. businesses — automating enterprise compensation and go-to-market operations to cut costly errors, reduce compliance risk, and turn AI adoption into real, everyday operational gains.
Engineering thinking, applied to AI and enterprise systems.
I'm an AI Enablement Specialist and electronics engineer with 10+ years of progressive experience in the United States, working at the intersection of AI-powered automation, enterprise software implementation, and workforce transformation.
Currently, as a Customer Experience Engagement Manager in enterprise SaaS, I hold a dual mandate: leading enterprise scoping and engagement operations while serving as an embedded AI practitioner on a company-wide AI transformation spanning dozens of strategic workstreams — across product evolution, AI tooling, workforce transformation, and customer journey redesign. Most recently, I was assigned to a dedicated initiative to build an organization's first AI enablement program for its go-to-market teams from the ground up.
My foundation is a Bachelor of Science in Electronics Engineering with a minor in Telecommunications — a technical background that consistently informs how I think about systems architecture, data, and scalable design. I'm an active member of a professional revenue and GTM community and committed to advancing AI adoption in ways that are practical, measurable, and human-centered.
Education
B.S. in Electronics Engineering · Minor in Telecommunications
Community
Member of a 50,000+ revenue & GTM professional community
Location
Florida — United States
Selected achievements & measurable impact
AI deal-scoping tool
Designed and built a proprietary AI tool that eliminates up to 45 hours per week of manual research by consolidating account data across multiple internal systems — featured at a company-wide AI Spotlight.
Enterprise compensation at scale
Architected incentive compensation systems for 22+ enterprise implementations across financial services, real estate, and technology — impacting 2,000+ commissioned professionals and millions of dollars in payroll.
40% fewer compensation errors
Drove an estimated 40% reduction in compensation calculation errors through rigorous system design, client enablement, and post-deployment optimization — improving both financial accuracy and compliance.
First-ever AI enablement program
Appointed to build an organization's first AI enablement program for a 100+ person go-to-market team — curriculum, a three-tier AI Proficiency Certification (Explorer → Builder → Champion), a hackathon, and a peer champion network.
95% client satisfaction
Served as primary technical lead for enterprise implementations end-to-end, achieving a 95% client satisfaction rate and rescuing three at-risk enterprise accounts through full re-implementation.
Methodology adopted org-wide
Co-developed a 'Build Score & Rubric' methodology now used as the standard framework for evaluating implementation complexity across internal and partner delivery channels.
Honors & recognition
- 4× performance & impact awards (2017–2025)
- 3× company All-Hands speaker on AI transformation
- Google Data Analytics certified
- B.S. Electronics Engineering · Telecommunications
A decade across AI, SaaS, and enterprise finance.
Professional Community
Member — Revenue & GTM Community
2026 — PresentActive member of a 50,000+ community of revenue and go-to-market professionals, contributing to conversations at the intersection of AI adoption, enterprise SaaS, and GTM strategy.
Enterprise SaaS Company
Full-time · 4 yrs 4 mos
Customer Experience Engagement Manager
Oct 2024 — PresentRemote
Lead enterprise scoping and engagement operations while serving as an embedded AI practitioner on a company-wide AI transformation spanning dozens of strategic workstreams. Recently assigned to a dedicated initiative to build the organization's first AI enablement program for its go-to-market teams from the ground up.
Professional Services Lead
Oct 2023 — Sep 2024Remote
Served as an Architect leading end-to-end implementations of incentive compensation systems for Fortune-class organizations across the U.S. and internationally — owning requirements gathering, analysis, and solution design.
Senior Product Solutions Consultant
Mar 2022 — Oct 2023Led end-to-end project management for customer implementations, ensuring successful delivery within agreed timelines, budget, and quality standards.
Telecommunications Company
4 yrs 9 mos
Senior Financial Analyst
Jun 2021 — Mar 2022Built SQL- and Tableau-based financial reporting frameworks used in enterprise pricing decisions at regional leadership level, developing reports that measured profitability across enterprise and mid-market segments.
Financial Analyst II
Dec 2018 — Jun 2021Evaluated profit and cost efficiencies in the sales area, building financial reports, monitoring variances, and identifying trends to improve financial performance.
Business Operations Specialist
Jul 2017 — Dec 2018Provided revenue analysis and operational support across multiple core systems and tools, supporting every project within the team.
Global Technology Company
Hardware & software for electronic design, emulation & test
Inside Sales Representative
Nov 2016 — Jun 2017Sourced new sales opportunities through inbound follow-up and outbound outreach, closing sales and consistently achieving quarterly quotas.
Where I create the most impact.
AI Enablement for SMBs
- AI adoption for small & medium businesses
- Enablement programs
- Embedded AI practice
- Change management
Software Implementation
- Enterprise & SaaS implementations
- Solution architecture
- Requirements & design
- Project delivery
Finance & Operations
- Financial analysis & reporting
- Operations support
- SQL & Tableau
- Pricing & profitability
Engagement & Enablement
- Customer engagement
- Enablement & training
- Incentive compensation (ICM)
- Cross-functional delivery
What colleagues and clients say
Paola is the rare person who can do the deep technical work and lead the change around it. On my team she went from architecting complex compensation systems to building AI tools that removed dozens of hours of manual work every week — then took on building our first-ever AI enablement program from scratch for a 100+ person organization. She combines engineering rigor, business judgment, and a real gift for bringing people along. She's exactly who you want driving AI adoption.
Sanchit
Senior Leader · Enterprise SaaS (Paola's manager)
I studied engineering alongside Paola — we wrote our thesis together — and later worked with her for years. She has a rare mix of technical depth and business sense: the kind of engineer who can dissect a complex compensation or data system and then explain it so clearly that the whole team moves faster. Seeing her grow from financial systems into building AI tools surprised no one who knows how she works — rigorous, relentless, and always focused on measurable outcomes.
Amely Romero
Electronics Engineer · Comcast Business
Paola is one of the sharpest analytical minds I've worked with. She turns tangled operational processes and systems into clear, decision-ready solutions — with a precision and sense of ownership that builds instant trust. She raises the standard for everyone around her and pairs that rigor with genuine warmth. I'd want her on any team tackling complex, high-stakes problems.
Carmen Parra
Architect & Operations Professional · Comcast Business
I've known Paola since our engineering days, and her drive has never wavered. She has an unusual ability to take a messy, manual process and turn it into something automated, accurate, and scalable. She also pairs serious technical skill with genuine generosity — she lifts the people around her. Any organization adopting AI would be fortunate to have her leading the way.
Víctor Fuenmayor
Engineer · Okta
Guest columnist at El Comercio de Colorado
Paola writes for El Comercio de Colorado, where she publishes guest columns on making AI practical for small and medium-sized businesses — turning enterprise-grade AI strategy into clear, actionable guidance for business owners.
Read more on LinkedIn
A five-part column on AI for small & medium businesses
The column series- 01Coming soon
Coming soon
El Comercio de Colorado
- 02Coming soon
Coming soon
El Comercio de Colorado
- 03Coming soon
Coming soon
El Comercio de Colorado
- 04Coming soon
Coming soon
El Comercio de Colorado
- 05Coming soon
Coming soon
El Comercio de Colorado
Let's connect.
Open to connecting with professionals in enterprise AI, SaaS, compensation technology, and workforce transformation.
📍 Florida — United States
📞 720-492-8406