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Barney Goodman
Barney Goodman
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20 Jul 2026

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TLDR Tech

AI Agents Need Infrastructure, Not Just Models

The interesting thing about Perplexity's SPACE announcement is not the AI capability itself. It's the engineering underneath it.

Firecracker microVMs, disposable sandboxes, snapshotting, paused-session restoration. These are serious infrastructure primitives. Perplexity has essentially built a runtime that lets an AI agent work on a task for hours or months, pause, resume, and do all of that without exposing the host system to risk. That is a meaningful piece of engineering, and it signals something important about where agentic AI is actually heading.

Most of the conversation in financial services right now is about which model to use and what prompts to write. That misses the harder question: what does the agent actually run on, and who controls it?

For UK consumer credit specifically, this matters in two ways.

First, compliance. An agent that can edit files, execute code, and run autonomously over weeks is not a chatbot. It is a system that makes decisions and takes actions. The FCA's existing frameworks around systems and controls, auditability, and fairness were not written with this in mind. If your agent is processing applications, chasing documents, or making affordability judgements over a multi-hour session, you need to know exactly what it did and why. Sandboxed execution helps with isolation, but it does not automatically give you the audit trail regulators will expect.

Second, build versus buy. Most lenders and brokers will not build their own agentic runtime. They will consume one from a platform provider. That means the infrastructure choices Perplexity and others are making now will become the defaults that regulated firms inherit. Getting involved in those conversations early, and understanding what you are actually running on, is the job of technology leaders in financial services right now.

The model is almost a commodity at this point. The runtime is where the real architectural decisions are being made.

  • →Perplexity launched SPACE (Sandboxed Platform for Agentic Code Execution), a sandboxed runtime for long-running AI agent
  • agentic
  • AI agents
  • AI

TLDR Tech

Google Finance Is Not About Investing

The Google Finance app launch is being framed as a move against Bloomberg and Yahoo Finance. That framing misses what's actually happening.

Google is building a financial data layer on top of its existing relationship with hundreds of millions of users. The investing features are the entry point, not the destination. Once someone uploads their portfolio and starts asking AI questions about sector exposure or earnings calls, Google has something it has never quite had before: explicit, self-declared financial intent tied to a real person's actual holdings.

That is extraordinarily valuable data, and not just for Google's ad business.

For UK consumer credit specifically, this matters because financial intent signals are the thing every lender and broker is chasing. Right now, those signals come from credit bureau data, open banking feeds, and whatever crumbs fall from browsing behaviour. A user who has described their investment portfolio to Gemini and asked about cash flow implications is broadcasting something far richer than a Google search for "personal loan rates."

The regulatory question is obvious. The FCA has spent years building a framework around what financial data can be used for and by whom. Google is not a lender, not a broker, and not currently regulated as either. But if it starts surfacing credit products alongside portfolio analysis, that boundary gets complicated quickly. The Consumer Duty obligations that firms like mine operate under exist precisely to prevent financial decisions being shaped by whoever has the best distribution, rather than whoever has the best product.

Two things worth watching:

  • Whether Google moves from financial information into financial product comparison in the UK, which would trigger FCA authorisation questions
  • How open banking data strategies at UK lenders need to evolve when Google potentially becomes a more direct competitor for financial relationship ownership

The app looks like a nice tool for retail investors. The strategic reality is that Google is quietly positioning itself as the interface layer between consumers and their entire financial life. For those of us building credit products, the question is what a customer relationship looks like when Google sits between you and the borrower.

  • →Google is expanding its investing experience with AI-powered market insights, portfolio analysis, and real-time financia
  • consumer finance
  • AI
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