Finance × AI

Peering into the future,
one model at a time.

Time Horizon builds AI research systems. Its weekly markets letter is one of them, running live where clients can read it.

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Find out more about what Time Horizon can do for you.

The Practice

Time Horizon builds AI research systems.

Time Horizon designs and builds AI research systems: software that reads a domain, organises the data pouring through it, and turns it into sharp, defensible analysis on a schedule, in a consistent voice.

Every business is sitting on more data than its people can read: customers, operations, suppliers, the market it operates in. An AI research system examines that data and turns it into something the owner can act on, to sharpen decisions and grow the business.

Time Horizon has a background building these systems for financial institutions. The marquee example is The Letter, that same engine pointed at financial markets, where a wrong answer is expensive and shows up fast.

The Letter

A weekly letter that commits to a view, and keeps score.

Every week The Letter sets out the macro view: the regime as it stands (growth, inflation, policy, liquidity) and the two or three themes moving markets. Then it gets specific: the positions that express that view, each with a six-month range from downside to upside, the level that would prove it wrong, and the reasoning in plain terms.

Nothing hides. Every call is tracked in the open and scored by how the instrument has moved since it was published, with a change-log of what was added, held, or closed.

The editor sets the structural macroeconomic view, the durable read of the world economy that changes only as the economy does. From there the system takes over: it absorbs that view along with the week's financial market activity, around forty signal reads across seventy-plus instruments, and runs the lot through a full investment process to generate The Letter.

  • The view

    The regime as it stands, and the two or three themes moving markets.

  • The book

    The positions that express that view, each with a six-month range and the level that would prove them wrong.

  • The scorecard

    Every call kept in the open, marked by the instrument's move since it was published.

Personal opinion, not investment advice. Not a recommendation to buy or sell, and not a managed service. Figures show an instrument's move since a call was published, not any account's return. The editor may hold the positions written about.

Time Horizon builds tested and proven AI research systems.

What this means for you

What builds The Letter can be built for you.

The Letter is the marquee example; the AI research system behind it is the product. The same kind of system can be built around your business, pointed at your own data and the decisions you make with it.

  • For business owners

    The same system, aimed at your domain: the reading, sorting and monitoring your team does by hand, run on a schedule, so they are freed for the judgement only people can give.

  • For those in financial markets

    The research engine behind The Letter, pointed at the financial markets you work in. It gathers the signals and turns them into a structured, defensible read. The calls stay yours. Tooling, not advice.

To find out what Time Horizon could build for you, start a conversation below.

Get in touch

Find out more about our work.

Whether you want an AI research system built for your organisation, or simply to follow The Letter, tell Time Horizon what you have in mind.

Prefer email? editor@timehorizon.uk