Insights
Engineering notes for technology leaders.
01All articles
Practical guidance, not predictions.
Showing 06 articles
01AI
Building Production-Ready Agentic AI
What separates an agent demo from a production system: scoped tools, explicit state, bounded loops, deliberate human review, evaluation and the telemetry that makes agent behavior observable.
7 min read
02Cybersecurity
Designing Secure AI Architectures
A threat-model-driven approach to securing AI systems: data boundaries in retrieval, identity for models and agents, structural defenses against prompt injection, supply chain controls and AI-aware incident response.
5 min read
03Industrial AI
Computer Vision in Industrial Quality Control
A practical guide to vision-based inspection on the production line: defining the inspection question, imaging, model choice, edge deployment, uncertainty handling and the operating model that keeps accuracy from drifting.
6 min read
04Data
Enterprise Data Modernization
Moving from fragile batch pipelines and siloed warehouses to a governed data platform: starting from consumers, choosing an architecture, adopting change data capture and data contracts, and migrating without breaking reporting.
5 min read
05Manufacturing
Digital Twins in Manufacturing
What a manufacturing digital twin needs to be useful: a clearly defined decision, a governed asset model, trustworthy synchronization with the plant, fit-for-purpose simulation and a path from insight to action.
5 min read
06Enterprise Software
Modernizing Legacy Enterprise Systems
How to modernize a legacy estate without a big-bang rewrite: mapping capabilities and seams, choosing a disposition for each, applying the strangler fig pattern, migrating data safely and governing a multi-year program.
5 min read
02Archive
Every article, in order.
- 01Building Production-Ready Agentic AIAI7 min
- 02Designing Secure AI ArchitecturesCybersecurity5 min
- 03Computer Vision in Industrial Quality ControlIndustrial AI6 min
- 04Enterprise Data ModernizationData5 min
- 05Digital Twins in ManufacturingManufacturing5 min
- 06Modernizing Legacy Enterprise SystemsEnterprise Software5 min
Editorial standards
01Written by engineers
Every article is written by Deploint Engineering, from the practice of designing, building and operating systems.
02No invented evidence
No fabricated statistics, studies, quotes or customer stories. Where a claim needs evidence we do not have, we do not make it.
03General practice, not engagements
Articles describe engineering practice in general terms. They do not describe specific client systems.
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