> Markdown version of [/videos/100459-ai-decision-observability-enabling-transparency-and-trust-in-intelligent-systems?t=183](https://www.wearedevelopers.com/videos/100459-ai-decision-observability-enabling-transparency-and-trust-in-intelligent-systems?t=183). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # AI Decision Observability: Enabling Transparency and Trust in Intelligent Systems Why do 95% of AI projects stall before production? Learn how to unlock safe deployment by replacing basic logs with robust decision observability. - **Speakers:** [Amjad Shaikh](https://www.wearedevelopers.com/@amjad-shaikh), [Soumil Mandal](https://www.wearedevelopers.com/@soumil-mandal) - **Event:** World Congress 2026 North America - **Published:** September 24, 2026 - **Duration:** 22:31 - **URL:** https://www.wearedevelopers.com/videos/100459-ai-decision-observability-enabling-transparency-and-trust-in-intelligent-systems - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/f2a61dfffc30c1c495053fbfedaa2963/thumbnails/thumbnail.jpg?time=185082ms ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Building trust and transparency into AI interactions](https://www.wearedevelopers.com/videos/2062-designing-ai-first-products-when-the-interface-is-no-longer-the-product) (from "Designing AI-first products: When the interface is no longer the product") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/e580e8f4dbde02999b225c82680ba4bd/thumbnails/thumbnail.jpg?time=243620ms - [Building trust and cultural adoption for ai frameworks](https://www.wearedevelopers.com/videos/1690-tackling-the-risks-of-ai-with-ai) (from "Tackling the Risks of AI - With AI") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/b51358f07923d4b8d9951c55f527270a/thumbnails/thumbnail.jpg?time=259985ms - [Managing the impact of AI on software trust](https://www.wearedevelopers.com/videos/2015-digital-quality-trust-the-quality-tree-framework-for-responsible-ai-software) (from "Digital Quality & Trust: The Quality Tree Framework for Responsible AI & Software") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/05c0a9d29a5c3c7a1f232b2d86ee9053/thumbnails/thumbnail.jpg?time=14000ms - [Implementing monitoring and observability for AI software deployments](https://www.wearedevelopers.com/videos/1383-the-state-of-genai-machine-learning-in-2025) (from "The State of GenAI & Machine Learning in 2025") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/04a1e0c8f374dfdae454595bdb830ced/thumbnails/thumbnail.jpg?time=202545ms - [Maintaining human oversight for responsible AI automation](https://www.wearedevelopers.com/videos/2065-ai-in-regulated-industry-validating-ai-enabled-products-with-plm-and-digital-twins) (from "AI in Regulated Industry - Validating AI-Enabled Products with PLM and Digital Twins") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/281c125b6c332aa14ec6721e21f3b480/thumbnails/thumbnail.jpg?time=25200ms - [Introduction to AI safety and responsible architecture](https://www.wearedevelopers.com/videos/100395-responsible-ai-architecture-with-zero-trust-agents) (from "Responsible AI Architecture with Zero Trust Agents") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/130d47c8aacb75d8711cbfb6ab95a878/thumbnails/thumbnail.jpg?time=49093ms ## Related Articles - [Trustworthy AI Starts at Deployment: 5 Checks Before You Ship](https://www.wearedevelopers.com/magazine/753-trustworthy-ai-starts-at-deployment-5-checks-before-you-ship) - [Panel Discussion: Responsible AI in Practice - Real-World Examples and Challenges](https://www.wearedevelopers.com/magazine/488-panel-discussion-responsible-ai-in-practice-real-world-examples-and-challenges) - [Stephan Gillich - Bringing AI Everywhere](https://www.wearedevelopers.com/magazine/489-stephan-gillich-bringing-ai-everywhere) - [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift) ## Related Jobs - [Applied AI Health Data System Engineer-Senior Manager](https://www.wearedevelopers.com/jobs/ext/3735668-applied-ai-health-data-system-engineer-senior-manager) at **PwC** - [Applied AI Health Data System Engineer-Senior Manager](https://www.wearedevelopers.com/jobs/ext/3776380-applied-ai-health-data-system-engineer-senior-manager) at **PwC** - [Applied AI Health Data System Engineer-Senior Manager](https://www.wearedevelopers.com/jobs/ext/3713316-applied-ai-health-data-system-engineer-senior-manager) at **PwC** - [Applied AI Health Data System Engineer-Senior Manager](https://www.wearedevelopers.com/jobs/ext/3715327-applied-ai-health-data-system-engineer-senior-manager) at **PwC** - [Applied AI Health Data System Engineer-Senior Manager](https://www.wearedevelopers.com/jobs/ext/3714463-applied-ai-health-data-system-engineer-senior-manager) at **PwC** - [Applied AI Health Data System Engineer-Senior Manager](https://www.wearedevelopers.com/jobs/ext/3709599-applied-ai-health-data-system-engineer-senior-manager) at **PwC**