koralli

New questions need different perspectives

Research-led consulting. Oxford researchers and senior operators, working together.

Technology changes what an organisation can do. Working out what it should do takes research, judgement and a close understanding of the work itself.

We help organisations rethink how work gets done and find new ways for people and AI to work together. We bring different perspectives, build and test ideas alongside you, and leave you with something that works — and the capability to take it further.

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Yesterday's ways of working are becoming liabilities.

The risk is not failing to adopt AI. It is using AI to make yesterday's organisation faster.

AI creates the opportunity to rethink how work gets done — where machines act responsibly, where human judgement matters, and how the two learn together.

AI agentsHuman judgement

When the answer isn’t known in advance.
The question shapes the work.

koralli is a research-led practice. Our teams combine researchers from Oxford with senior operators who have built and run things at scale.

The koralli model is built for uncertainty: rigorous enough to challenge the question, flexible enough to discover the answer.

Oxford researchersSenior operators

We start with the organisation, not the technology.

Real change comes from connecting what you offer, how people work and the data they rely on.

What the organisation offers, who it serves and where it chooses to focus.

Who does the work, how teams coordinate and who is responsible for decisions.

Rethink the data, tools, models, and controls that people and machines rely on.

From the boardroom to the data foundation

Inside an organisation, in a miniature inspired by Sullivan's Guaranty BuildingAn interpretation of the Guaranty Building with twelve exterior tiers in four equal-height sections beneath a complete flat roof. The upper three rooms show direction and offering, people and work, and systems and records. Scrolling lifts these exterior sections to reveal their interiors; the ground-floor exterior stays closed.MDCCCXCVIMDCCCXCVIONE ORGANISATION / THREE LAYERS
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“koralli told us something we hadn't thought of before.”

A senior leader at a Tier 1 Bank

From fragmented, manual portfolio reporting towards a data-driven command capability across a $100M+ portfolio.

Goodbye to flying blind

Fragmented data became a single view of delivery performance across products, teams, regions and lines of business, one leaders could drill into to see what was really happening.

A vision made measurable

Six indicators that had been an ambition became metrics grounded in systems-of-record data. For the first time, time, cost and quality of delivery could be tracked consistently.

From reporting to learning

The bank gained a foundation to spot patterns, understand what drives performance and anticipate what comes next.

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koralli is for the redesigners.

The AI-era organisation hasn't been designed yet.

Our clients don't want to make the current machine faster. They want to build a better one.

They want to challenge assumptions, work from first principles and follow the evidence somewhere unexpected.

If the answer isn't obvious, that's where we start.

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