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Companies leverage AI for new products and services beyond efficiency

Several companies are leveraging AI to create new products, services, and business models, moving beyond simple efficiency gains. Duolingo, for instance, has integrated generative AI to develop new language courses and learning pathways, significantly reducing development time and expanding its offerings. Salesforce is positioning itself as a key provider of AI tools, enabling an "agentic workforce" that can take action and automate tasks for other businesses. Klarna is enhancing its customer experience by using AI assistants for product discovery and price comparison, aiming to add value throughout the e-commerce journey. Harvey is democratizing legal expertise by providing AI tools for contract analysis and document drafting, allowing human lawyers to focus on more complex tasks. AI

IMPACT Companies are shifting AI focus from efficiency to creating new business models and enhanced customer experiences.

RANK_REASON Article discusses how companies are using AI, providing examples and analysis rather than announcing a new product or research.

Read on Forbes — Innovation →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Companies leverage AI for new products and services beyond efficiency

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
Article discusses how companies are using AI, providing examples and analysis rather than announcing a new product or research.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, other
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
74 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. Forbes — Innovation TIER_1 English(EN) · Bernard Marr, Contributor ·

    5 Companies Winning With AI And What They Are Doing Differently

    Companies including Duolingo, Salesforce, Klarna, Harvey &amp; Adobe are using AI to create new products, improve customer experiences and reshape established business models