dobai.com
Designing Systems that Think, Learn, and Deliver
I’m Attila Dobai — aligning process excellence and technology to turn data into decisions and decisions into outcomes.
AI Automation
Business Analytics
Data‑Driven Decisions
Process × Tech Alignment
Value at a Glance
I help teams automate repetitive work, illuminate the truth in their data, and coordinate people, process, and platforms for measurable outcomes.
- Automations that reduce cycle time and human error.
- Analytics that highlight what matters and why it matters now.
- Operating models that scale: governance, standards, and enablement.
Focus Areas
AI Automation
From chatbots to workflow orchestration, I design automations that compound efficiency and create better customer & employee experiences.
- Conversation + action: bots that do, not just talk.
- RPA & API-first integrations to connect your stack.
- Guardrails: security, auditability, and human-in-the-loop.
Business Analytics
Executive‑ready dashboards and semantic models that unify KPIs, reduce ambiguity, and make performance measurable at every level.
- From raw data to reliable metrics and shared definitions.
- Diagnostic, predictive, and prescriptive insights.
- Data governance that scales with your growth.
Data‑Driven Decision Making
Close the loop between analysis and action. I implement decision workflows where data informs choices, and outcomes feed continuous improvement.
- Decision playbooks tied to clear thresholds.
- Experimentation frameworks and A/B testing rigor.
- Outcome tracking that persists beyond the report.
Process × Technology Alignment
Tools should fit the way you work—or improve it. I harmonize process design and platform capability to eliminate friction and hand‑offs.
- SIPOC mapping to clarify inputs, outputs, and owners.
- Value‑stream analysis to target high‑leverage fixes.
- Operating cadences that keep teams in sync.
How I Work
Assess → Align → Automate → Amplify
A pragmatic, outcome‑first method that meets you where you are and scales with you.
Assess
Clarify goals, constraints, and the truth in your data. Define KPIs that matter.
Align
Map processes, roles, and systems. Close gaps between desired and actual flow.
Automate
Ship high‑leverage automations and insights with strong governance.
Amplify
Train teams, codify playbooks, and iterate with experimentation.