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AI automation and growth for finance and markets.

Faster decisions, with every one still made by a person. Lenders, advisers, payment companies and trading teams handle documents, data and decisions all day. We speed up the reading, the checking and the research, and keep a person in charge of every decision.

Built for
Heads of lending, operations and complianceAdvisers and independent research teamsTraders, analysts and small fundsFintech founders building on top of data
Sound familiar?
01Applications wait in a queue for manual review
02Analysts lose the morning reading filings and news
03Unusual transactions and risks are found late
Step one: the hours

Where the hours come back.

Start with the repetitive work. It pays back fastest and builds trust in the system.

  • ADocument readingPulls the key fields from loan, KYC and bank documents.
  • BMarket research briefsReads filings, news and broker notes overnight and gives you a short brief before the market opens.
  • CReview queueFlags unusual transactions and applications for a person to check.
  • DStock and sector analysisCompares companies and sectors on the measures you care about, with the sources shown.
  • EReconciliationMatches payments to records and lists the gaps.
  • FMonth end reportingBuilds the reports and commentary from your ledgers.
  • GPortfolio risk signalsWatches exposure and flags accounts or positions that drift outside your limits.
  • HClient answersAnswers routine client questions from your policies, with a human on sensitive ones.
  • ITrade journal and reviewLogs trades, tags the reasons and shows what is working over time.

We build research and analysis tools. We do not give investment advice or promise returns, and a person makes every decision.

Step two: the growth

Then point them at growth.

The best use of faster review and research is more and better decisions: new products, new clients and sharper ideas.

Grow 01
New product discovery

Mines client and market data to find the products and segments with unmet demand.

Grow 02
Research at depth

Builds deep company, sector and market analysis in hours, with sources shown, for a person to judge.

Grow 03
Idea and strategy testing

Tests a trading or portfolio idea against history, so a person can judge it before committing.

What changes
Before

Three hours to key in one loan file

After

Fifteen minutes to review one that is already read

Before

Analysts read filings before they can analyse

After

A brief with sources is ready before the open

Before

Risks surface at month end

After

Limit breaches are flagged as they happen

How it runs

In the tools you already use.

Core banking and loan systemsExcel and Google SheetsMarket data and news providersDocument stores and emailPower BI and Tableau
Step 1Documents, filings and market data arrive
Step 2The system reads them and checks them against your rules
Step 3A person reviews the flagged items and decides
Case study

12x

Loan documents reviewed 12 times faster

Read the full story →

Representative engagement. Client name withheld under NDA. Figures are typical of results at this type of company.

Read next
Questions

Questions we hear first.

Can AI be used safely in finance?

Yes, with the right controls. Every decision has a human review step, a record of what the AI did and why, and your data stays private to you.

Can AI help with stock market analysis?

Yes, as a research and analysis assistant. It reads filings and news, compares companies and flags changes, with sources shown. It does not give investment advice or promise returns, and a person makes every decision.

Do you replace our underwriters or analysts?

No. We remove the reading and data entry so your people spend time on judgement.

How do you handle sensitive data?

Your data stays yours, is never used to train anyone else's AI, and access is limited to the people on your build.

Start here

Let's find your first 100 hours.

Book a free audit →Free audit. Free consultation. No obligation.