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AI

The Age of AI Employees Has Begun

AI is moving from answering questions to executing entire business workflows. The next competitive advantage may not be better software, but better digital workers.

By Mara Lindqvist7 min readDemo
What you should understand

The Big Five

  1. 01

    The Age of AI Employees Has Begun

    Agents are being connected to the systems where work actually happens.

    Why it matters Software and labour budgets now compete for the same tasks.

    7 min read
  2. 02

    Power Is the New Bottleneck for AI

    Interconnection, not chips, now decides where AI capacity gets built.

    Why it matters Energy availability is reshaping the map of AI infrastructure.

    6 min read
  3. 03

    Physical AI Leaves the Lab

    Robots are being judged on cost per task, not demo videos.

    Why it matters Adaptable machines could redirect capital across the physical economy.

    6 min read
  4. 04

    Securing the Agentic Enterprise

    Every agent is a new identity with credentials.

    Why it matters Security maturity, not model capability, sets the autonomy ceiling.

    6 min read
  5. 05

    What Coding Agents Teach Us About the Future of Work

    Coding got agents first because it has a feedback loop.

    Why it matters The same pattern decides which professions adopt agents next.

    6 min read
What is happening

Latest intelligence

All sections
Business

The AI-First Company

5 min read
Tech/ Data Story

The Inference Economy

5 min read
AI Agents

Why now?

  • Enterprise adoption is accelerating from pilots to production workflows
  • Agentic workflows are moving beyond experiments into finance, support, engineering and operations
  • AI systems can increasingly take actions rather than only generate text
  • Companies are connecting agents to CRMs, ERPs, ticketing systems and code repositories
  • Security, permissions and governance are becoming the critical constraint
Why it matters
Agents change the unit of software from a tool a person uses to a worker a person supervises. That shifts pricing, org design and the definition of productivity.
What changes
Software budgets start competing with labour budgets. Workflows are redesigned around what can be delegated, and the interface of work becomes a review queue.
Who benefits
Companies with clean data, well-documented processes and strong permissions models. Vendors that own the system of record. Teams that learn to specify and supervise work.
Who is at risk
Seat-based software vendors, outsourcers selling routine knowledge work, and organisations that deploy agents without observability or access controls.
What happens next
Expect agent-to-agent protocols, agent identity and permissions standards, and the first large-scale audits of what agents actually did inside enterprises.
Go to AI Agents
What is trending

Parallax
Index

A momentum score for emerging technologies, combining momentum, search interest, investment, enterprise adoption, media attention and research activity. Updated weekly.

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What you should understand

Deep Dive

All Deep Dives
AI/ Deep Dive

Physical AI: State of Play

From foundation models to factory floors, a map of the robotics and embodied AI landscape and the metrics that will decide it.

11 min readDemo
Perspective

Editor’s picks

AI

The Age of AI Employees Has Begun

Agents are being connected to the systems where work actually happens. That changes what companies buy, how they organise and what a productive employee looks like.

7 min read
Energy

Power Is the New Bottleneck for AI

Interconnection queues, transformer lead times and political scrutiny are now shaping the AI build-out more than accelerator supply.

6 min read
AI

Physical AI Leaves the Lab

Pilots in logistics and manufacturing are moving physical AI from research into commercial environments, and operators are starting to judge them like any other capital equipment.

6 min read
What happens next

Trend Radar

Radar

Topics gaining search, news and research momentum before they saturate. The editorial opportunity board surfaces where coverage is thin.

watch opportunity

World models

Search momentumhigh
News momentummedium
Competitionlow
Business relevancemedium

RecommendationAdd a glossary entry and a Signal now; hold long-form until commercial applications are clearer.

  • · Search growth +105% but from a very low base
  • · Mostly research-driven attention
  • · Business relevance still speculative
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