Hands-on consulting for AI platforms, cloud architecture, and enterprise modernization — from a principal technologist who has designed, built, and shipped production systems at the largest scales, and still writes the code.
Every engagement is delivered by the principal — not handed to a junior team. Strategy through working software.
LLM application development, multi-agent orchestration, RAG and semantic search, and platform-native AI governance — turning ambiguous AI use cases into maintainable production software.
Deep AWS expertise from EKS at maximum scale to full enterprise migrations — architecture, networking, disaster recovery, and cloud cost optimization that pays for the engagement.
Mainframe-to-cloud and legacy application transformation, including AI-assisted code conversion to modern languages and cloud-native architectures.
Infrastructure as Code, CI/CD, containerization, observability, and delivery-pipeline design that measurably accelerates how fast your teams ship.
HIPAA- and PCI-aligned architectures, compliance-as-code embedded in pipelines, AI security, and multi-system security event correlation for regulated environments.
Technology strategy, product and platform roadmaps, architecture review, vendor negotiation, and engineering-team mentoring — leadership on demand, sized to your stage.
ABG Technology Consulting is led by Kyle Scott, a principal technologist and software architect with 20+ years building and operating platforms at national and global scale — including six years with Amazon Web Services Professional Services, where he led architecture and delivery for some of AWS's largest technology, healthcare, and e-commerce clients.
Kyle's work spans hyperscale cloud re-architecture for a global technology company (1M+ user nodes), e-commerce platform operations at Black Friday scale, a nationwide IoT cloud sustaining ~1 million concurrent device connections, and a suite of 30+ highly available financial compliance platforms serving the US, UK, and Asia.
Today that experience is focused on the newest layer of the stack: he has personally designed and built a governed, multi-agent AI development platform of 34 services — end to end, as a solo engineer — and delivers agentic AI automation, LLM applications, and AI governance frameworks for client platforms.
When you engage ABG, that's who does the work.
A sample of outcomes delivered across enterprise engagements. Client names available on request.
Designed and built a distributed, event-driven AI development mesh — 34 services with per-service AI agents, orchestration, risk classification, compliance gates, and full auditability — covering the software lifecycle from ideation through delivery. Proof of what disciplined agentic AI engineering can produce, and the playbook we bring to client AI initiatives.
AI platform engineering · In-house R&D
Directed re-architecture and build-out to AWS for a global technology company — resolving Class A IP exhaustion and designing coast-to-coast disaster recovery for a sub-millisecond-latency durable database.
Global technology · Cloud architecture
Established and scaled a mainframe-to-cloud modernization practice built on AI-enabled code transformation, growing the pipeline 100x in 14 months into a global market segment.
Enterprise modernization · AI tooling
Led migration of a nationwide IoT platform — ~1M concurrent device connections — from managed hosting to AWS, re-architecting for reliability while cutting annual operating costs by more than $3M.
IoT · Migration & FinOps
As hands-on SME for a national digital retailer, standardized cloud-native application intake and delivery — cutting time-to-deliver by more than half while running operations at Black Friday scale.
E-commerce · Platform engineering
Practical writing on AI platforms, cloud architecture, and modernization is in progress. Want a topic covered first? Tell us.
What it takes to let AI agents build software safely: risk classification, decision records, and compliance gates.
Behavioral replacement and AI-assisted transformation as alternatives to big-bang rewrites.
Why the biggest savings come from re-architecture, not instance tuning — with field numbers.
A free 30-minute conversation about your goals, constraints, and current state. You'll leave with a candid read on the problem either way.
A focused engagement producing a concrete technical assessment, target architecture, and a sequenced plan with costs and risks stated plainly.
Hands-on execution — architecture, implementation, and knowledge transfer to your team — with progress you can see in working software.
Tell us a little about your project. We reply within one business day.
Prefer email? Write to info@abgtechnology.com.
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