Strategy, ROI & Build vs Buy

59 minutes

Video

From Hype to Habit: How Tech Companies Are Scaling AI Beyond the Experimental

Propeller Consulting. Discusses governance, operating discipline, workforce adoption and ROI measurement as connected parts of scaling AI beyond experiments. That fits the article's maturity model because adoption is treated as changed work with owners and metrics, not as tool usage or workshop attendance.

Advanced

41 minutes

Video

Private AI vs. Cloud: How Enterprise Leaders Can Make Smarter Build-or-Buy Decisions

World Wide Technology. Connects build-or-buy choices to business outcomes, workload placement, cloud economics, data sovereignty, security, infrastructure readiness and hybrid operating models. That makes it a useful strategic companion for deciding when to buy a tool, extend a platform, build a thin custom layer or own more of the deployment stack.

Advanced

37 minutes

Video

VMware Private AI Foundation Capabilities and Features Update from Broadcom

Tech Field Day. Shows private AI as layered infrastructure: controlled compute, isolated environments, Kubernetes, inference containers, model governance, self-service provisioning, GPU sharing and monitoring. That maps directly to the article's warning that privacy depends on deployment boundaries, logs, access and operations, not on the word "local."

Advanced

33 minutes

Video

The AI Engineer's Guide to Surviving the EU AI Act

GOTO Conferences. Connects the EU AI Act to data quality, MLOps, documentation and post-deployment monitoring. That makes it a good companion for the article's SME governance baseline: the work starts with knowing the system, data, owner, purpose and controls, not with buying a compliance platform.

Advanced

10 min read

Article

Private AI deployment patterns: local, VPC, self-hosted, and hybrid

Private AI is not one architecture. A practical comparison of local models, enterprise SaaS, VPC deployments, self-hosted inference, and hybrid patterns for SMEs that care about privacy and control.

Choose a private AI deployment pattern based on data sensitivity, capability needs, cost, latency, and operational capacity.

Advanced

9 min read

Article

EU AI Act for SMEs: a practical governance plan

The EU AI Act is not just a legal problem for large vendors. A practical SME plan for inventory, risk classification, human oversight, transparency, vendor records, and rollout discipline.

Create a practical AI governance baseline for an SME using AI tools, automations, or customer-facing systems in the EU.

Advanced

42 minutes

Video

Vertical AI Agents Could Be 10X Bigger Than SaaS

Y Combinator. The Lightcone hosts work through why vertical AI agents — not horizontal wrappers — are the defensible shape for application-layer companies, with concrete examples and a clear-eyed take on which categories the model providers will eat. That is the anti-moat trap the article warns about, expressed as a positive playbook.

Advanced

34 minutes

Video

How AI is Reinventing Software Business Models ft. Bret Taylor of Sierra

Sequoia Capital. Bret Taylor walks through the shift from per-seat SaaS to outcomes-based pricing — what to anchor on (resolution, CSAT, NPS), why incumbents struggle to follow, and how vertical specialisation creates pricing power. It directly mirrors the article's pricing and margin sections.

Advanced

Strategy, ROI & Build vs Buy

Start here

Build vs buy AI systems: the practical decision framework

AI ROI and maturity: how to measure adoption that actually works

Shipping an LLM product: pricing, margins, and the anti-moat trap

More in this topic

From Hype to Habit: How Tech Companies Are Scaling AI Beyond the Experimental

Private AI vs. Cloud: How Enterprise Leaders Can Make Smarter Build-or-Buy Decisions

VMware Private AI Foundation Capabilities and Features Update from Broadcom

The AI Engineer's Guide to Surviving the EU AI Act

Private AI deployment patterns: local, VPC, self-hosted, and hybrid

EU AI Act for SMEs: a practical governance plan

Vertical AI Agents Could Be 10X Bigger Than SaaS

How AI is Reinventing Software Business Models ft. Bret Taylor of Sierra