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Senior Solutions Architect — Digital Platforms & AI Systems

I help insurers ship Guidewire transformations end-to-end: ClaimCenter/PolicyCenter delivery, integration architecture, and modern digital experiences with Jutro. I also write and build side projects in ML and production-grade AI agents.
Core insurance platform systems and integration layer diagram.
Digital portals architecture with cloud infrastructure and CI/CD pipeline.
Unrolled sequence model diagram showing memory gating and fading gradients.
Reinforcement learning training instability dashboard with reward, entropy, KL spikes.
Trading agent loop from order book features to policy execution and feedback.
Modern web architecture stack from browser and edge to APIs, services, and data.
Agent platform architecture with tool gateway, policy gates, evals in CI, and observability.
Core insurance platform systems and integration layer diagram.
Digital portals architecture with cloud infrastructure and CI/CD pipeline.
Unrolled sequence model diagram showing memory gating and fading gradients.
Reinforcement learning training instability dashboard with reward, entropy, KL spikes.
Trading agent loop from order book features to policy execution and feedback.
Modern web architecture stack from browser and edge to APIs, services, and data.
Agent platform architecture with tool gateway, policy gates, evals in CI, and observability.
Core insurance platform systems and integration layer diagram.
Digital portals architecture with cloud infrastructure and CI/CD pipeline.
Unrolled sequence model diagram showing memory gating and fading gradients.
Reinforcement learning training instability dashboard with reward, entropy, KL spikes.
Trading agent loop from order book features to policy execution and feedback.
Modern web architecture stack from browser and edge to APIs, services, and data.
Agent platform architecture with tool gateway, policy gates, evals in CI, and observability.
Core insurance platform systems and integration layer diagram.
Digital portals architecture with cloud infrastructure and CI/CD pipeline.
Unrolled sequence model diagram showing memory gating and fading gradients.
Reinforcement learning training instability dashboard with reward, entropy, KL spikes.
Trading agent loop from order book features to policy execution and feedback.
Modern web architecture stack from browser and edge to APIs, services, and data.
Agent platform architecture with tool gateway, policy gates, evals in CI, and observability.

About Me

I’m a senior solutions architect and consultant focused on insurance platforms and digital delivery. My day-to-day work spans core-system transformations, integration architecture, cloud delivery patterns, and governance that keeps large programs shippable. Alongside consulting, I run long-form technical writing and side research in ML and agentic systems—especially how to make agents operable in production (evals, tool safety, observability, and compliance-by-design).

Work Experience

Writing & Research

Short essays and long-form series on operable AI agents, evaluation, governance, and production reliability

Reference Architecture v2: the Operable Agent Platform

This is the 2025 finale: a practical reference architecture for running fleets of agents with governance—connectors you can trust, traces you can debug, evals you can ship, and humans you can hand off to.

The Connector Ecosystem: MCP adoption patterns, versioning, and governance

Once agents can call tools, connectors become the new platform surface. This month is a playbook for adopting MCP at scale: patterns that work, versioning that doesn’t break customers, and governance that keeps the ecosystem sane.

Voice Agents You Can Operate: reliability, caching, latency, and human handoff

Voice turns LLMs into real-time systems. This month is about building voice agents that meet latency budgets, degrade safely, and hand off to humans without losing context—or trust.
Axel brought clarity to a complex platform and integration landscape. He translated ambiguity into an execution plan with clear contracts, ownership boundaries, and delivery guardrails. The team shipped with fewer surprises and a calmer release cadence.
Program Lead (anonymized)

Program Lead (anonymized)

Program Lead, Insurance Platform Transformation

Axel consistently reduced delivery friction across teams. He made architectural decisions actionable, aligned stakeholders quickly, and improved reliability through pragmatic release and operational discipline.
Delivery Manager (anonymized)

Delivery Manager (anonymized)

Delivery Manager, Enterprise Program

Axel operates as a force multiplier. He can go from system-level architecture to hands-on delivery support, and he leaves teams with reusable patterns—not just diagrams.
Engineering Lead (anonymized)

Engineering Lead (anonymized)

Engineering Lead, Digital & Integrations

Frequently Asked Questions

Answers to common questions about my process and services.
Axel Domingues - 2026