Bridging operational intelligence with AI-driven systems to eliminate inefficiency at scale. From diagnosis to deployed solution — engineered for measurable impact.
Book a 20-minute diagnosticBS in Computer Engineering. First decade writing code and building platforms. I don't hand you a report and walk away — I architect the automation, wire the integrations, and deploy a working solution in your environment.
21 years running operations for Fortune 500 clients across financial services, legal tech, and private equity. I know where processes fail, where money leaks, and where automation will have the highest impact — because I've managed it at scale.
If even one of these sounds familiar, there's a system-shaped solution waiting to be built.
Every engagement is structured around operational diagnosis, solution architecture, and system delivery. The methodology is what separates informed automation from expensive guesswork.
Map the operational landscape, identify where time and cost are lost, and prioritize by measurable impact. No assumptions — data-driven clarity before any solution is proposed.
Architect the solution with the right tools and the right scope. Process optimization happens here — before automation is layered in. You approve the blueprint before build begins.
Build, deploy, document, and train. The system runs in your environment, your team owns it, and measurable results are tracked from day one. No lock-in. No dependency.
Designed end-to-end proactive monitoring for a global legal publishing client's content pipeline. Integrated with client data infrastructure and search platform. SLA improved from 95% to 98–99%.
Led enterprise GenAI transformation: AI training curriculum for 50+ managers, proof-of-concept workflows, and AI-first processes saving 30–40 hours per week across operations.
Architected an RPA + LLM solution that automated multi-source web research and document verification across international databases. Eliminated manual data gathering for a Fortune 500 financial services client.
Designed an end-to-end content automation workflow: video transcription, AI-driven theme extraction, and multi-format output generation. Zero manual steps from input to publish-ready content.
I partner with founders to look at their operations through an engineer's lens — identify one key pattern, share the insight publicly, and surface opportunities they didn't know existed. A different perspective on how your business runs.
The first cohort of featured businesses is in progress. Follow along on LinkedIn to see what an architect's perspective reveals.
Follow on LinkedInI started as a software engineer — BS in Computer Engineering from Mapúa University, building platforms and writing code across the Philippines and the US.
Over 21 years I moved from engineering into technology operations leadership, eventually scaling to 530+ engineers across four countries, serving Fortune 500 clients in financial services, legal tech, and private equity.
That path is why I see operations differently. Every process is a system. Every bottleneck has an architectural solution. Every manual workflow is a candidate for intelligent automation — if you know which ones to prioritize.
Today I design and build AI-powered operational systems for organizations where complexity is the bottleneck. The same engineering discipline I applied at enterprise scale — now deployed precisely where it creates the most impact.
Every engagement follows the same disciplined path — from understanding the problem to deploying the solution. No scope creep. No wasted cycles.
A 20-minute conversation to understand how your operations run today — where the time goes, what's manual, and where intelligent automation could create the most impact.
Architecture, tool selection, scope, and expected ROI — presented for your approval before anything gets built. No surprises.
Working system delivered, documented, and your team trained to maintain it. You own the result — no lock-in, no dependency.
I work with a limited number of clients to ensure deep, focused engagements. Let's find out if there's a fit.
Book a 20-minute diagnostic20 minutes. No obligation. Just clarity on what's possible.
© 2026 JP Reyes — AI Solutions Architect • LinkedIn • shiftatlas.tech