Insights, ideas, and research
Articles on AI automation, agentic systems, voice AI, and the bigger questions AI is forcing businesses and societies to reckon with.
Apr 30, 2026 · 11 min read
The AGI Timeline Debate: What the CEOs Say vs. What the Research Shows
OpenAI, Anthropic, and Google DeepMind's CEOs have all predicted AGI within a few years. The AI research community's median estimate is more cautious. Both are worth understanding.
AGIAI researchfuture
Apr 30, 2026 · 9 min read
What Makes an AI Chatbot Actually Work (And Why Most Don't)
Most AI chatbots get deployed, get bad reviews, and get abandoned within a year. The problem is almost never the underlying model. It's everything built around it.
Apr 30, 2026 · 12 min read
AI and Jobs: What the Economists Are Actually Saying
The debate about AI and employment isn't between optimists and pessimists. It's between economists who have read the same data and reached different conclusions about what it means.
Apr 30, 2026 · 8 min read
AI Lead Qualification: What Changes in Your Sales Pipeline
Sales teams don't have a lead volume problem. They have a lead quality problem. AI qualification addresses the root cause rather than adding more top-of-funnel noise.
Apr 30, 2026 · 11 min read
India in the AI Race: Infrastructure, Ambition, and What's Actually Happening
India approved a $1.2 billion AI mission, committed 38,000 GPUs, and launched its first multimodal LLM. Whether that adds up to a serious competitive position depends on what you measure.
Apr 30, 2026 · 8 min read
Voice AI Agents: What the Actual Results Look Like
The pitch for AI cold calling always sounds the same. Here's what the numbers look like once companies have deployed voice agents at scale.
Apr 30, 2026 · 10 min read
Why 85% of AI Agent Projects Never Make It to Production
Enterprise spending on AI agents hit $37 billion in 2025. Most of that money funded proof-of-concepts that didn't survive contact with production environments.
Apr 30, 2026 · 9 min read
The Real Numbers Behind Workflow Automation ROI
Most businesses hear 'automate your workflows' and picture a complex 18-month IT project. The actual timeline and payback period look very different.
Drag up/down to flick · Click the front card to read · Arrows to browse
Want AI working in your business?
Book a free strategy call. We audit your workflows, identify automation opportunities, and give you a transparent quote — no commitment required.