Sample use cases

Where data is sensitive, AI should stay at home.

These are examples of what local AI can do in four industries that handle confidential information every day. Each one runs on hardware in your own office, and in each one your people make the final decision.

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Law firms · In-house workflow automation

Legal work, without the paperwork pile-up.

Client files are the most sensitive documents a firm holds. Every workflow below runs on the firm’s own hardware, and a lawyer approves every output.

Law firms · 01

Client onboarding, done automatically

Today
New clients fill in the same details several times, and staff retype them into intake forms, conflict checks and engagement letters.
With local AI
Collects the client’s details once, runs the conflict and identity checks, and prepares the engagement letter and file for review.
A lawyer approves every new matter.
Law firms · 02

Legal document generation

Today
Associates rebuild the same affidavits, letters and agreements from scratch, copying facts from notes and old files.
With local AI
Drafts documents from the case file in your firm’s own templates, with each fact linked back to its source.
A lawyer reviews and signs every document.
Law firms · 03

Contract review and redlining

Today
Reviewing a long contract clause by clause takes hours, and small risky changes are easy to miss.
With local AI
Compares the contract with your playbook, flags risky clauses and proposes tracked-change redlines in Word.
The lawyer accepts or rejects each change.
Law firms · 04

24/7 legal customer service on your website

Today
Enquiries arrive after hours and at weekends, and most of them ask the same basic questions.
With local AI
Answers common questions from your approved content at any hour, collects the enquiry details and books a consultation.
It never gives legal advice. Complex questions go to your team.
Law firms · 05

AI paralegal for e-Litigation filing

Today
Filling in court forms on the e-Litigation system means copying the same information field by field, case after case.
With local AI
Prepares the filing information from the case file in the right order, ready to check and enter, so nothing is missed or mistyped.
Your staff check and submit every filing.

Education · Institution automation

Give teachers and lecturers back their evenings.

Student work and records stay on the school’s own servers. The AI prepares; teachers decide.

Education · 01

Teaching materials generation

Today
Preparing slides, worksheets and quizzes for each lesson takes hours every week.
With local AI
Drafts lesson materials, worksheets and question banks from your syllabus and past materials, in your school’s format.
Teachers edit and approve before use.
Education · 02

Examination seating plans

Today
Arranging seats for hundreds of candidates across venues, with special arrangements, is slow and error-prone.
With local AI
Generates seating plans that follow your rules for spacing, subjects and special needs, and produces the lists and venue charts.
The exam office checks the final plan.
Education · 03

AI interviewer for student project vivas

Today
Lecturers run many short oral defences, asking similar questions and taking notes by hand.
With local AI
Reads each project and prepares tailored questions, can run a practice or first-round viva, and records the answers for the assessor.
The lecturer makes the final assessment.
Education · 04

Marking against the rubric

Today
Marking the same rubric for a full cohort is repetitive, and consistency drops late at night.
With local AI
Reads each submission against the rubric, suggests a grade with evidence for each criterion, and fills in the marking sheet.
The lecturer confirms every grade.

Finance and accounting · Financial and accounting institutions

Faster analysis, same careful judgement.

Client financials and credit files stay inside your network. Every number the AI produces can be traced back to the source document.

Finance and accounting · 01

Financial spreading automation

Today
Analysts retype figures from financial statements into spreadsheets before any analysis can start.
With local AI
Reads financial statements, including scanned PDFs, and maps the figures into your spreading template, with checks that totals add up.
The analyst reviews flagged items.
Finance and accounting · 02

Credit analysis and report generation

Today
Writing a credit memo means pulling together ratios, history and commentary by hand for every application.
With local AI
Calculates key ratios, highlights trends and risks, and drafts the credit report in your house format.
The credit officer makes the decision.

Compliance change management · Keeping policies in step with the rules

When the rules change, your policies follow.

Regulations change often, and updating internal documents across departments is slow. Local AI watches, proposes and tracks the changes.

Compliance change management · 01

Scanning for rule and regulation changes

Today
Someone has to keep checking regulators’ websites and circulars, and changes are easy to miss.
With local AI
Monitors the sources you choose and summarises each change in plain language: what changed, when it takes effect, and who it affects.
Your compliance team confirms what applies.
Compliance change management · 02

Proposed edits to your internal policies

Today
When an external rule changes, finding every internal document that needs updating takes days.
With local AI
Finds the affected sections in your internal rules and documents, and proposes edits as tracked-change redlines that are easy to accept or adjust.
Policy owners approve every edit.
Compliance change management · 03

Coordinating changes across departments

Today
Updates pass between departments by email, and nobody is sure who has done what.
With local AI
Tracks each change from notice to sign-off, sends the right tasks to each department, and keeps a clear record for audit.
Department heads sign off their part.

Don’t see yours?

If your team drafts, checks or answers from documents, there is a fit.

Tell us about the work in a free consultation. We’ll propose what can be done, at no cost, and check which government funding may apply.

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