Enterprise Automation Architect
Enterprise automation that drives reliable operations at scale.
I design and modernize Ansible, AWX, Kubernetes and AI-enabled operations for organizations that require secure, auditable and maintainable automation.
Career experience across enterprise environments
- UNICC
- Kyndryl
- VTS — Services of UniCredit
- IBM
Jairo Escobar
Founder & Principal Automation Consultant
Ruda Śląska, Poland · CET/CEST
Remote delivery across Europe & Latin America
- 15+
- Years in enterprise IT & automation
- 20,000+
- Endpoints automated or migrated
- 10+
- Countries supported in banking
- 2–5h → 10–15m
- Compliance workflow execution time
Consulting
Four practices, one operating model.
We modernize Ansible and AWX environments that have become difficult to upgrade, audit or operate — and leave behind standards your teams can maintain.
Consulting capabilities →-
01
Enterprise Automation
Playbooks, roles and collections with automation standards, documentation and testing built in from the first commit.
Ansible · Molecule · ansible-lint · Execution Environments
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02
Platform Engineering
AWX and Ansible Automation Platform architecture on Kubernetes and OpenShift — operator-based, GitOps-managed, upgradeable.
AWX Operator · OpenShift · Kustomize · RBAC · GitOps
-
03
AI-Enabled Operations
Governed LLM integrations with controlled tool access, anonymized incident data and human approval before any change.
MCP · RAG · FastAPI · ServiceNow tools · Copilot
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04
DevSecOps & Enterprise Integrations
Secrets, identity and ITSM wired into automation so every run is authorized, recorded and reviewable.
Vault · CyberArk · LDAP/AD · Azure AD · ServiceNow · Splunk
Flagship · Operations Center Launching soon
From request to reviewed pull request.
Operations Center turns a plain-language automation request into a reusable, tested, hardened, compliance-reviewed Ansible pull request — with human approval before anything reaches production. An AI automation factory for enterprise teams, self-hosted in your environment.
Stage 0: Reuse
Stage 1: Blueprint
Stage 2: Quality gate
Stage 3: Runtime + AWX QA
Stage 4: Hardening
Stage 5: Compliance
Stage 6: Pull request
Request in
> Rotate local admin credentials on all RHEL 9 hosts in the EU estate, pull secrets from Vault, record evidence in ServiceNow.
Delivered out
- ✓ role + molecule scenario + README
- ✓ ansible-lint clean · AWX job evidence attached
- ✓ secrets scan · compliance record
- → PR opened, awaiting human approval
Git-based delivery · Human governed
Automation delivered as evidence, not a black box.
Every generated change is committed to a dedicated branch, validated through quality, runtime, security and governance gates, then presented as a pull request for human review.
- ✓ Reusable Ansible roles and collections
- ✓ Molecule, pytest and ansible-lint evidence
- ✓ AWX runtime validation and job traceability
- ✓ Vault, CyberArk, ServiceNow and identity integrations
- → Pull request remains blocked until an engineer approves it
Pull request #184
feat: rotate RHEL credentials using Vault
Generated from an approved Operations Center blueprint.
Case studies
Delivered in production environments.
-
United Nations · 2021–2026
UN Automation Platform
AWX and Ansible platforms on Kubernetes with custom Execution Environments, multi-team onboarding and DevSecOps integrations.
AWX · Kubernetes · ServiceNow · Azure AD · Vault
Read case study → -
Banking · 20,000+ endpoints
BigFix-to-Ansible Migration
Endpoint automation moved from IBM BigFix to Ansible Tower across 10+ countries — compliance runs cut from 2–5 hours to 10–15 minutes.
Ansible Tower · BigFix · CyberArk · Splunk · ServiceNow
Read case study → -
Platform engineering
AWX Platform Modernization
Legacy AWX rebuilt on the AWX Operator with Kustomize, GitOps configuration-as-code and a tested upgrade path.
AWX Operator · OpenShift · Kustomize · Molecule
Read case study →
Let's build automation your teams can operate with confidence.
Platform modernization, a migration to scope, governed AI operations, or the Operations Center waitlist — send the context and you'll get a considered reply, typically the same business day.
Ruda Śląska, Poland · CET/CEST
Available for new engagements