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Production-grade AI and automation architecture

Technical Solution Architect and n8n Workflow Automation Engineer with 25 years of enterprise delivery experience.

I design practical AI systems, workflow automation, and integration architecture for teams that need reliability, governance, and measurable business outcomes.

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25+Years in enterprise technology, architecture, and delivery

180+Solutions designed, integrated, automated, or modernized

60%Typical process time reduction target for automation programs

24/7Operational thinking for monitoring, retries, alerts, and recovery

Capabilities

Architecture that moves from concept to production.

01 / AI Systems

AI Solution Architecture

Enterprise AI roadmaps, application architecture, model integration, governance patterns, evaluation loops, and secure production adoption.

02 / Workflow Ops

n8n Automation Engineering

Reliable workflows across CRMs, ERPs, databases, email, support tools, webhooks, APIs, queues, and approval processes.

03 / Integration

API and Data Orchestration

Clean integration patterns for legacy systems, cloud platforms, internal services, reporting pipelines, and event-driven operations.

04 / Reliability

Automation Governance

Retry strategy, error handling, audit trails, secrets management, observability, role-based access, and operational runbooks.

05 / Advisory

Technical Leadership

Architecture reviews, vendor selection, solution blueprints, stakeholder alignment, delivery planning, and engineering mentorship.

06 / Modernization

Process Transformation

Discovery, automation opportunity mapping, system rationalization, and measurable improvement plans for high-friction operations.

Systems

Built for real-world business workflows.

AI Assistants and Knowledge Workflows

Internal assistants, retrieval workflows, document processing, summarization, classification, routing, and human review queues.

Sales, CRM, and Lead Operations

Lead capture, enrichment, scoring, notifications, CRM updates, follow-up automation, and executive reporting.

Finance and Back Office Automation

Invoice routing, reconciliation support, approval chains, spreadsheet automation, exception alerts, and secure handoffs.

Customer Support and Service Delivery

Ticket triage, SLA monitoring, escalation paths, AI-assisted replies, knowledge base sync, and sentiment signals.

Experience

Senior delivery across architecture, automation, and integration.

Now

Principal AI and Automation Architect

Leading AI-enabled workflow modernization, solution architecture, and n8n automation programs for teams that need speed without losing control.

15+ yrs

Senior Technical Solutions Architect

Designing secure distributed systems, cloud integrations, data flows, and enterprise application patterns for mission-critical environments.

25 yrs

Enterprise Technology Delivery

Translating business complexity into practical delivery plans, technical roadmaps, operating models, and resilient production systems.

Contact

Let us design your next intelligent workflow.

Available for AI architecture advisory, n8n automation delivery, integration planning, and technical leadership for complex transformation programs.

Emailsubbu6699@gmail.com LinkedIn /in/subbuLocation Global / Remote