--- title: "Insights | Quantlix" description: "Engineering perspectives, decision guides and explicitly illustrative scenarios. Use these open resources to define requirements, compare approaches and plan what to validate." canonical: "https://quantlix.com/en/insights/" last-updated: 2026-10-08 --- Source: https://quantlix.com/en/insights/ Language: en Description: Engineering perspectives, decision guides and explicitly illustrative scenarios. Use these open resources to define requirements, compare approaches and plan what to validate. # Practical guidance for engineering decisions. Engineering perspectives, decision guides and explicitly illustrative scenarios. Use these open resources to define requirements, compare approaches and plan what to validate. [![Circuit illustration with the label Generative AI](https://quantlix.com/_astro/generative-ai.w0LRubVo_1JXhWj.webp) Featured Playbook](https://quantlix.com/en/whitepapers/agentic-ai-enterprise-2026/) Generative AI Oct 8, 2026 (2026-10-08) 2 min read ## [Enterprise AI agents: scope, control and operation](https://quantlix.com/en/whitepapers/agentic-ai-enterprise-2026/) A practical guide to enterprise AI agents: define the workflow, action authority, persistent state, evaluation evidence and operating responsibility. [Read the report](https://quantlix.com/en/whitepapers/agentic-ai-enterprise-2026/) ## Browse the full library. Filter by content type or search across topics, titles and excerpts. - ![Circuit traces forming a human head on a blue background](https://quantlix.com/_astro/artificial-intelligence.z-Hurd7C_Z2l7A16.webp) Playbook Industrial AI Oct 8, 2026 (2026-10-08) ### [How to choose an industrial AI partner](https://quantlix.com/en/blog/choose-industrial-ai-partner/) Compare industrial AI partners by workflow expertise, integration design, evaluation evidence, human control, and support. Use a practical buyer checklist. 3 min read Read - ![Network illustration with the label RAG](https://quantlix.com/_astro/rag.CUnbr-KJ_VcR47.webp) Playbook Industrial AI Oct 8, 2026 (2026-10-08) ### [RAG, fine-tuning, or workflow automation?](https://quantlix.com/en/blog/rag-fine-tuning-workflow-automation/) Choose RAG for source-backed knowledge, fine-tuning for evaluated behavior changes, and workflow engineering for authorized actions across existing systems. 3 min read Read - ![Electronic sensors connected by wires on a breadboard](https://quantlix.com/_astro/internet-of-things.cN6nUj___1fgFe.webp) Playbook Industrial AI Oct 8, 2026 (2026-10-08) ### [A readiness checklist for long-running AI agents](https://quantlix.com/en/blog/long-running-ai-agent-readiness/) Assess long-running AI agents with a practical checklist for task state, permissions, integrations, recovery, evaluation evidence, monitoring, and human takeover. 3 min read Read - ![Circuit illustration with the label Generative AI](https://quantlix.com/_astro/generative-ai.w0LRubVo_28mHUX.webp) Playbook Generative AI Oct 8, 2026 (2026-10-08) ### [Enterprise AI agents: scope, control and operation](https://quantlix.com/en/whitepapers/agentic-ai-enterprise-2026/) A practical guide to enterprise AI agents: define the workflow, action authority, persistent state, evaluation evidence and operating responsibility. 2 min read Read - ![Hand pointing toward an illustrated cloud](https://quantlix.com/_astro/cloud-architecture.BQZE7BnH_Z1JrurI.webp) Perspective Cloud & Platform Oct 8, 2026 (2026-10-08) ### [Cloud foundations for operational AI](https://quantlix.com/en/blog/modern-cloud-ai-ready/) Assess cloud foundations for AI through identity, source access, deployment, monitoring, cost and recovery, with a scope suited to the intended workload. 2 min read Read - ![Network illustration with the label RAG](https://quantlix.com/_astro/rag.CUnbr-KJ_VcR47.webp) Playbook Knowledge Systems Oct 8, 2026 (2026-10-08) ### [Enterprise RAG: sources, permissions and evaluation](https://quantlix.com/en/whitepapers/enterprise-rag-truth-playbook/) Design enterprise RAG around approved sources, permission-aware retrieval, supported answers and ongoing knowledge ownership, with practical evaluation criteria. 2 min read Read - ![Illustrated software development and operations loop](https://quantlix.com/_astro/dev-ops.CQLsYa6W_Z1nScuw.webp) Playbook Platform Engineering Oct 8, 2026 (2026-10-08) ### [Illustrative case: a controlled software release workflow](https://quantlix.com/en/case-studies/global-insurer-deployment-frequency/) Explore an illustrative platform engineering design for release controls, evidence capture, deployment recovery and operational ownership in a regulated setting. 2 min read Read - ![Notebook containing hand-drawn interface sketches](https://quantlix.com/_astro/ui-ux-design.CGnugKFp_Z1NoXaj.webp) Perspective Experience Design Oct 8, 2026 (2026-10-08) ### [Design systems: shared decisions and usable interfaces](https://quantlix.com/en/blog/design-systems-operating-model/) Build a design system around shared ownership, accessibility, responsive behavior and real product tasks, with a clear contribution and release process. 2 min read Read - ![Circuit traces forming a human head on a blue background](https://quantlix.com/_astro/artificial-intelligence.z-Hurd7C_Z2l7A16.webp) Playbook Responsible AI Oct 8, 2026 (2026-10-08) ### [AI governance: actions, evidence and human control](https://quantlix.com/en/whitepapers/responsible-ai-governance-agentic-era/) Define AI governance through action permissions, evaluation evidence, source access, stopping conditions and accountable operational review for each workflow. 2 min read Read - ![Laptop beside printed charts on a desk](https://quantlix.com/_astro/data-analytics.DsZ_dvPM_Z1g9Jo7.webp) Perspective Data Strategy Oct 8, 2026 (2026-10-08) ### [Data products: ownership, contracts and useful evidence](https://quantlix.com/en/blog/data-products-contracts-trust/) Define data products with clear consumers, source ownership, freshness, change handling and operational evidence for analytics and AI applications. 2 min read Read - ![Electronic sensors connected by wires on a breadboard](https://quantlix.com/_astro/internet-of-things.cN6nUj___1fgFe.webp) Playbook Industrial AI Oct 8, 2026 (2026-10-08) ### [Illustrative case: connected maintenance decision support](https://quantlix.com/en/case-studies/predictive-maintenance-manufacturing/) Follow an illustrative maintenance workflow from sensor event to approved evidence and human review, with integration, evaluation and recovery considerations. 2 min read Read - ![Payment card beside a laptop displaying an online store](https://quantlix.com/_astro/e-commerce.Bofb15Ck_Z1cvf3U.webp) Playbook Digital Commerce Oct 8, 2026 (2026-10-08) ### [Illustrative case: phased commerce modernization](https://quantlix.com/en/case-studies/commerce-replatform-conversion/) Explore an illustrative commerce migration with journey mapping, order reconciliation, checkout recovery and a measured baseline before conversion claims. 2 min read Read ## Get new perspectives the day they ship. 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