Knowledge base

The blog.
AI, agents, and growth systems.

Field notes from the Axccelerate engineering and editorial team — frontier AI, agentic systems, automation, and what we ship in production.

Industry Analysis · Latest

Deloitte's AI Dossier in Practice: 86 Use Cases, Six Industries, and What's Actually Worth Building

Deloitte's latest AI Dossier catalogues 86 high-impact AI use cases across consumer, energy, financial services, government, life sciences, and TMT — and 85 of them now lean on agentic AI. Here's how to read the catalog as an operator deciding where to invest next.

May 3, 2026·14 min read
AI for Business

The AI-First Hotel: How BCG's Latest Data Reframes Hospitality's Next Decade

BCG's 2026 report maps hospitality's AI inflection. Fewer than 10% of hotel companies have AI in their operating spine. The gap is widening…

May 2, 2026·13 min
AI Agents & Automation

How Definity Cut 3.5 Minutes Off Every Insurance Call

Canadian insurer Definity worked with Google Cloud and Deloitte to put call summarisation, sentiment analysis, and agent assist into product…

May 1, 2026·8 min
AI for Business

BMW i Ventures' $300M Fund Bets Agentic and Physical AI

BMW i Ventures' Fund III — $300M, $1.1B AUM total — backs agentic AI and physical AI from seed to Series B. The signal is bigger than the ch…

Apr 30, 2026·9 min
Industry Analysis

How LLMs Reshaped Scientific Writing — and What Operators Learn

Two new analyses measure LLM penetration into scientific writing — ≥13.5% of 2024 PubMed abstracts, up to 22% of arXiv CS — and the methodol…

Apr 30, 2026·8 min
AI Models & Capabilities

AI Weather Models: The Hybrid Edge in Production

A 249,087-event ECMWF benchmark shows hybrid AI-physics forecasts beating pure AI on record-breaking heat, cold, and wind extremes. The hybr…

Apr 30, 2026·15 min
AI for Business

What Titan Cement got right about industrial AI

Titan Cement built one of the first closed-loop AI plant optimizers in 2013 — at the depth of the Greek bankruptcy, with no capital. The dis…

Apr 30, 2026·8 min
AI Agents & Automation

Anthropic's Project Deal: AI Agents Just Closed 186 Real Trades

69 Anthropic employees handed Claude full authority over their personal marketplace. The result: 186 deals, $4,000 transacted, and one findi…

Apr 28, 2026·7 min
AI Agents & Automation

Inside the AI Toolchain Reshaping Mineral Exploration

Hyperspectral satellites, multi-physics modelling, voxel ore-body reconstruction, AI-led targeting. Earth AI's 75% discovery success rate vs…

Apr 27, 2026·9 min
AI for Business

Why Enterprise AI Stalls — and What the 13% Pacesetters Do

Cisco's 2025 AI Readiness Index: only 13% of organisations are 'Pacesetters' fully ready for AI. The leadership behaviours, data architectur…

Apr 27, 2026·8 min
AI Agents & Automation

GPT-5.4-Cyber, Claude Mythos, and the Agentic SOC

Anthropic shipped Mythos Preview April 7. OpenAI shipped GPT-5.4-Cyber April 14. In one week, agentic AI walked into the SOC. What it does,…

Apr 27, 2026·9 min
AI for Business

Inside Mining's AI Decade: Exploration, Ops, and Data

Rio Tinto's 300 autonomous trucks now move ~80% of daily production. BHP's Pilbara fleet is 65% driverless. AutoHaul runs 220 trains across…

Apr 27, 2026·8 min
AI Agents & Automation

Claude Cowork Goes GA — and What It Means for Operators

Anthropic shipped Cowork to GA on April 9, 2026 — across all paid plans on macOS and Windows. Computer Use inside it is still preview-only f…

Apr 27, 2026·9 min