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AI & Engineering insights

Turning vision into business outcomes

How do leading companies harness the latest technology trends to build lasting competitive advantage? Explore insights on data, AI, software engineering, and digital transformation to chart your path forward. 

AI factory industry trends: A 2028 outlook

Industry trends in AI adoption, costs and scalability.

As organizations move from AI pilots to enterprise scale, leaders need a disciplined path forward. An AI factory turns pilots into governed, enterprise AI capabilities that deliver quantifiable value at scale — aligning infrastructure, data, and governance to manage token costs, latency and sovereignty.

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Our latest thinking

Building the AI-native enterprise

Part one: How a cognitive layer turns AI into enterprise advantage.
Perspective
8 minute read

Deloitte Forward Deployed Engineering | From Problem to AI That Works

How can leaders move AI from pilot to production and create solutions people actually use?

AI factory industry trends: A 2028 outlook

Over 70% of surveyed respondents expect to operate ‘AI factories’ at scale by 2028. Getting there will involve important decisions about models, hosting, budgets, and skills.
Article

The future of tech infrastructure

Explore a collection of perspectives on the shifts, scenarios, and capabilities defining enterprise readiness for the AI era.
Collection

Claims transformation 2030: Building customer trust and protecting value

Explore how embedded sensors, connected data, and AI-driven claims analytics can help insurers deliver faster support to customers.
Perspective

Four futures for technology infrastructure

When technology modernization happens in pieces, leaders risk creating the next legacy system—locking into new constraints that limit what technology can do next.
Article

4 shifts shaping technology infrastructure

How can leaders avoid creating systems they can't change?
Article

Future of software engineering: The unconstrained AI era

Unlock speed and resilience by redesigning engineering around trusted autonomous systems.
Perspective
10 minute read

Future of software engineering: Scaling AI with a mature API strategy

See how mature API strategy is key to scaling agentic AI from pilot to production, ensuring speed, security, and reliability.
Perspective
5 minute read

Future of software engineering: The impact of agentic AI in software engineering

From code writers to agent orchestrators—explore the future of Agentic AI in software engineering.
Perspective
4 minute read

AI tokenomics: A CFO’s guide to governing the AI P&L

How finance leaders could evaluate AI’s impact on their P&L, capital allocation, and operating expense—before margins move.
Perspective
15 minute read

Follow the AI tokens

How CTOs can manage tokenomics for cost, scale and control.
Perspective
9 minute read

Defensive UX for enterprise AI

A framework for responsible, auditable GenAI at scale.
Perspective
5 minute read

AI agent observability – The measured leap

Learn about AI agent observability metrics and solutions for monitoring and enhancing multiagent system performance.
Research

As cloud costs rise, hybrid solutions are redefining the path to scaling AI

Deloitte research reveals how rising cloud costs are prompting organizations to blend legacy systems with emerging solutions to scale AI more efficiently
Article

Digital budgets are rising, but investment strategies may need a recalibration

Is your AI spending starving other tech? Learn how to balance digital investment priorities to maximize your overall digital transformation ROI.
Article

Navigate the Economics Of AI

What are tokenomics? Learn how AI computing is priced—and how organizations can optimize their token models for competitiveness.
Perspective

Tech Trends 2026

As technology innovation and adoption accelerate, five trends reveal how successful organizations are moving from experimentation to impact
Article

TMT Predictions 2026: The AI gap narrows but persists

Deloitte predicts 2026 will see the gap between the promise and reality of AI narrow, as further movements towards getting it to scale are made
Article

Agentic AI enterprise adoption: Navigating key factors

The race to agentification is on. Explore a multiphase approach and discover the cost, workforce and risk factors on the path ahead.
Research

Connect with us

Faruk Muratovic

Faruk Muratovic

Principal | US AI and engineering strategy and services leader | Deloitte Consulting LLP
+1 415 783 2094

More AI & Engineering case studies and perspectives

AI & Engineering Services

Leverage engineering-led design, deep industry knowledge, and AI and data-driven insights to transform the technology platforms at the core of your business.

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AI & Engineering case studies

Explore case studies to learn how our AI & Engineering solutions can help organizations accelerate AI adoption, optimize software engineering, and unlock value.

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THE RIPPLE EFFECT

A curated collection of narratives that bring to life the many ways that Deloitte has helped clients unstick complex problems, create meaningful progress and advantage, and deliver value in the midst of adversity.

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