CentricaSoft logoCentricaSoft
04 · Latest Articles
Insights from the field

Insights

Agentic AIData systemsCase studies
Insights from the field

The latest news, updates and stories brought to you by Centricasoft. Insights from our engineers, data scientists, and product builders on everything from agentic AI to data infrastructure to enterprise case studies.

Featured · Agentic AI

Why most enterprise agents fail in week 3 — and the architecture that doesn't.

After deploying autonomous agents across 14 enterprise environments, a pattern emerged. Here's the orchestration model that survived contact with production.

Arjun Mehta·Apr 12, 2026· 11 min read
Read the essay
GenAI

RAG isn't retrieval. It's negotiation between four systems.

A breakdown of the retrieval, ranking, rewriting, and routing layers that separate toy demos from production chatbots.

Priya Iyer 7 min
Data Engineering

Petabyte migration without downtime: a 9-month playbook.

How we moved a top-5 US bank from on-prem Teradata to Snowflake with zero customer-facing incidents.

Marcus Chen 14 min
Analytics

The semantic layer is your real product.

Dashboards die. Metrics live. Why metric stores like Cube and dbt Semantic Layer are the new center of gravity.

Sasha Rao 9 min
Agentic AI

Tool-calling at scale: lessons from 2.4M autonomous decisions.

What we learned building tool registries, permission gating, and rollback flows for production agent fleets.

Daniel Park 12 min
Field Notes

Hiring for AI engineering in 2026: the four signals that matter.

Why we stopped asking LeetCode and started asking candidates to debug a hallucinating agent live.

Reena Kapoor 6 min
GenAI

Prompt versioning is the new schema migration.

Treat prompts like code: branches, tests, rollbacks, eval suites. Anything less is technical debt that compounds weekly.

Arjun Mehta 8 min