Key Highlights
- Enterprises seeking to adopt generative AI face challenges, including inaccurate and harmful responses. Furthermore, large language models (LLMs) lack the required specialisation for niche industry use cases.
- Reasoning models can solve complex problems by breaking them down and solving them iteratively. This improves the transparency and explainability of the model’s output. Autonomous AI agents will be involved in increasingly high-value use cases as reasoning skills improve.
- Beyond reasoning models, AI agents depend upon technologies like automated code generation, synthetic data, machine learning, and DevOps. Each segment of the agentic AI ecosystem is increasingly competitive as incumbents are joined by a growing number of start-ups.
Scope
- This report explores the challenges associated with large language models (LLMs) and the importance of reasoning models. It also looks at the steps required to build agentic AI, the impact of AI on the job market, use cases for AI in the automotive sector, and the latest developments in AI regulation.
Reasons to Buy
- AI will threaten every business across every sector in the coming years.
- The impact will expand across sectors and business functions as generative AI and agentic AI tools become more powerful.
Table of Contents
- Executive Summary
- Addressing LLM Challenges
- Reasoning Models
- Building AI Agents
- AI’s Impact on Jobs
- Sector Focus: AI in Automotive
- AI Regulation
- Glossary
- Our Framework for Looking at AI
- Further Reading
- Report Authors
- About the Analyst Strategic Intelligence
Companies Mentioned (Partial List)
A selection of companies mentioned in this report includes, but is not limited to:
- Alibaba
- AMD
- Anthropic
- Audi
- Automation Anywhere
- AWS
- BYD
- Cerence
- DeepSeek
- Geely
- Gretel
- H2O.ai
- Harness
- Helm.ai
- Hugging Face
- IBM
- LangChain
- Mercedes-Benz
- Meta
- Microsoft
- Mistral AI
- Nauto
- Nvidia
- OpenAI
- Oracle
- Pony.ai
- Qualcomm
- SAIC
- Salesforce
- ServiceNow
- Stellantis
- Tesla
- Toyota
- UiPath
- Zapier

