Dani / Company research

Brief an analyst.
Get the wider picture.

Dani is your firm’s dedicated AI research analyst. Give Dani a company and a question. Get an investigation across financials, ownership, related businesses and relevant history, with the evidence behind the findings.

01 / HOW IT WORKS

Research shaped around
your question.

Dani starts with our own DataNexus information and investigates further using relevant external sources and, where agreed, your firm’s information.

01

Send a brief

Email Dani as you would a colleague. Describe the company, case or counterparty and what you need to understand.

02

Follow the evidence

Dani examines company records and relevant documents, follows connections and brings the findings together.

03

Review the research

Material findings are sourced and checked. The report explains the evidence and uncertainties so you can make the decision.

02 / SEE THE WORK

A question, investigated.

This excerpt from the public Learnlight report shows how Dani puts company information in context.

Dani / Sample research16 March 2026

The brief

Assess Learnlight’s long-term viability.

An excerpt from our published due diligence report. Dani brings the financial position, ownership and business context into one assessment.

£37.6m

Revenue

£5.7m

EBITDA

£22.6m

Senior bank debt

Figures cited in the March 2026 report

Read the full assessment

What the research adds

A viable business, with a question about what comes next.

The report identifies cash generation and investor backing alongside pressure from technology investment and a compounding capital structure.

01 Put the numbers in context

The report distinguishes £22.6m of senior bank debt from shareholder loan notes and preference shares. The obligations have different payment terms, so a single headline debt figure would miss the distinction.

Source: sample report, page 2
02 Connect the wider evidence

The assessment combines the group’s ownership, leadership changes and technology investment with its financial position to identify the questions a counterparty should examine.

Source: sample report, page 3
03 Explain what remains uncertain

The report’s central question is whether the technology investment will produce revenue growth before the capital structure creates greater pressure. It sets out that uncertainty for the reader to judge.

Source: sample report, page 3
Historical sample prepared by Tech City Labs, 16 March 2026. Read the full report for its sources, assumptions and qualifications.
03 / YOUR ANALYST

Built around
your firm’s work.

A dedicated analyst can learn your briefs, reporting templates and areas of interest. Follow up with another question when you need to go further.

“Who controls this company, and what else are its directors involved in?”
“What has changed since our last review of this counterparty?”
“Which cases warrant a closer look against our funding criteria?”
Explore the use cases

Your firm retains the final judgement. Read about sources, checking and the limits of the research.

Give Dani a company you know.

See how the research compares with what you already know, and where it adds useful detail.

Request a briefing