Insights & Ideas

Data-driven guides, actionable playbooks, and enterprise case studies from Logicwerk.

Agentic AI in 2025: Shipping Software 10x Faster With Safety & Control

Agentic AI in 2025: Shipping Software 10x Faster With Safety & Control

Agentic AI is moving from demos to production. This deep guide explains how delivery teams can deploy AI agents to automate backlog grooming, code generation, t…

2025-11-15
AI Governance for CTOs: ISO/IEC 42001 Readiness Checklist (Practical)

AI Governance for CTOs: ISO/IEC 42001 Readiness Checklist (Practical)

A practical ISO/IEC 42001-aligned checklist covering model inventory, data lineage, bias testing, human-in-the-loop controls, and continuous monitoring.

2025-11-10
FinOps for LLMs: 9 Tactics to Cut GenAI Costs by 40–70%

FinOps for LLMs: 9 Tactics to Cut GenAI Costs by 40–70%

Proven tactics to reduce inference cost: caching, token budgeting, routing, distillation, autoscaling, etc.

2025-11-05
Enterprise AI Agents in 2025: How Fortune 500 Teams Deploy Multi-Agent Workflows

Enterprise AI Agents in 2025: How Fortune 500 Teams Deploy Multi-Agent Workflows

A practical guide for CTOs and engineering leaders on deploying multi-agent AI systems for software delivery, automation, QA, and DevOps — with governance, safe…

2025-11-20
The Future of DevOps: AI-Augmented CI/CD for 2025

The Future of DevOps: AI-Augmented CI/CD for 2025

How AI-driven CI/CD pipelines reduce deployment times, auto-detect issues, enforce security, and enable autonomous software delivery across modern engineering t…

2025-11-22
Kubernetes Cost Optimization — 2025 Edition

Kubernetes Cost Optimization — 2025 Edition

12 proven tactics to reduce Kubernetes cluster costs, optimize workloads, eliminate waste, and achieve predictable cloud spending in 2025.

2025-11-23
FinTechX — Cutting Feature Delivery Cycles From 12 Weeks to 5 Days

FinTechX — Cutting Feature Delivery Cycles From 12 Weeks to 5 Days

How Logicwerk deployed a multi-agent AI engineering system that accelerated feature delivery from 12 weeks to just 5 days while improving code quality, complian…

2025-11-25
RetailPro — 40% Reduction in Stockouts With AI Demand Forecasting

RetailPro — 40% Reduction in Stockouts With AI Demand Forecasting

How Logicwerk built an AI-driven demand forecasting engine that reduced stockouts by 40%, optimized inventory planning, and improved customer experience for a g…

2025-11-25
SupportGen — Reducing Ticket Backlogs by 62% Using RAG Support Agents

SupportGen — Reducing Ticket Backlogs by 62% Using RAG Support Agents

How Logicwerk built a secure RAG-based support agent system that reduced ticket resolution time by 62% and decreased escalations by 37% within 8 weeks.

2025-11-25
BankSphere — Preventing $28M in Fraud Losses With Real-Time ML

BankSphere — Preventing $28M in Fraud Losses With Real-Time ML

How Logicwerk deployed a real-time fraud detection platform using streaming ML, behavioral analytics, and automated risk scoring — reducing false positives by 4…

2025-11-26
PharmaTrack — Automating FDA Compliance With AI Agents

PharmaTrack — Automating FDA Compliance With AI Agents

How Logicwerk built an AI-driven compliance automation system for a global pharma company, cutting FDA documentation time by 70% and reducing regulatory delays …

2025-11-26
FleetLog — Reducing Logistics Costs by 35% With AI Route Optimization

FleetLog — Reducing Logistics Costs by 35% With AI Route Optimization

How Logicwerk deployed an AI-driven route optimization and predictive maintenance system that cut fuel cost by 18%, reduced breakdowns by 42%, and lowered total…

2025-11-26
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