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OpenAI and Perplexity Both Launch New Agent Tools Designed for High-Volume Business Use

Two separate launches this week point to the same trend: AI tools are being rebuilt from the ground up for automated, multi-step workflows rather than one-shot conversations.

21 March 2026·Original source →

What happened

Two separate product launches this week both point in the same direction: AI is being redesigned for agents, not just chat.

OpenAI released new small GPT-5.4 models this month, specifically optimised for high-volume tool use. These are not OpenAI's most capable models -- they are smaller, faster, and cheaper -- but they are designed to be called thousands of times inside automated workflows where cost and speed matter more than raw intelligence. OpenAI also introduced "Skills," a feature that lets developers give ChatGPT reusable, modular capabilities that can be chained together.

Perplexity launched its Agent API -- a developer-facing product that lets businesses integrate Perplexity's real-time web search and reasoning capabilities into their own applications and agents. Until now, Perplexity's search was only accessible via its consumer app. The API opens it up as an infrastructure layer that other tools can plug into.

Together, these moves suggest the major labs are shifting focus from "best model" competition to "best platform for building agents" competition.

What this means for your business

If you have explored AI tools only at the consumer level -- using ChatGPT or Perplexity to answer questions -- this week's launches are a preview of where things are heading.

The emerging model is: smaller AI components, each specialised for specific tasks, connected together into workflows that run automatically. Think of it like building a pipeline where one AI searches for information, another analyses it, another drafts a document, and another sends it -- all without a human triggering each step.

For business owners, the immediate implication is that the AI tools you will be evaluating in 12 months will not just be "chat with AI." They will be workflow automation platforms. Getting comfortable with what these tools can do now -- even at a conceptual level -- puts you ahead of most of your competitors when those platforms arrive.

Perplexity's Agent API in particular is worth watching if your business depends on timely information (pricing, news, competitor monitoring) -- the ability to embed real-time web search into automated workflows is genuinely new.

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