SCNET · Enterprise IT · Ankara, Türkiye
Intelligent operations is an approach that shifts repetitive work to automation while keeping exceptions, approvals, and accountable decisions visible. Sanal Çekirdek redesigns workflows around that balance, combining enterprise RAG, AI agents, and deterministic automation in a governed, observable way.
We measure waiting, repetition, data entry, approvals and exceptions in the current flow. Rather than accelerating a poorly designed process, we remove unnecessary steps and clarify decision points and ownership.
Workflow engines or RPA suit deterministic rules, RAG suits answers grounded in enterprise knowledge, and agentic AI can support multi-step tool use. The choice depends on task ambiguity and the impact of error.
The data an agent can access, the tools it can call and the transaction or risk thresholds it can handle are explicitly defined. High-impact steps can require approval, dual control or recommendation-only mode.
An automation can appear successful while creating latency, cost, misrouting or hidden manual correction. We monitor technical behavior alongside process outcomes and user feedback.
High-volume, repetitive processes with accessible data and clear success criteria are strong candidates. For ambiguous, high-risk or rapidly changing work, decision support with human approval is a safer starting point.
RPA is effective for predefined steps. Agentic AI can plan and choose tools based on context, which requires stronger permission, validation and observability. Many workflows can use both.
The goal is to move people from operating every step to handling exceptions, quality, decisions and improvement. Task design and change management are therefore as important as the technical build.
Choose the first automation candidates, risk boundaries and measurement method together.
Identify automation opportunitiesWe run basic measurement — visits, referring source and page performance — on our own infrastructure in Türkiye; this needs no consent. Advanced measurement, such as form usage and on-page interaction, is processed only with your consent. Declining does not affect your use of the site.
