What business & finance gets right when AI lands well.
The reason we take on business & finance work is that the teams here tend to be sharper about what they want than the brief lets on.
From one-person trades to national organisations, we find the hours :)
The questions a public sector buyer asks, answered up front: privacy impact, the NZISM, where the data lives and how an algorithm is held to account.
*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.
Adoption is already ahead of the curve - Singapore sits at 5.53x expected AI usage (Anthropic Economic Index, March 2026).
Adoption is already ahead of the curve - Singapore sits at 5.53x expected AI usage (Anthropic Economic Index, March 2026). For Business & Finance teams, that almost always shows up as fewer interruptions and a calmer week, not a dashboard chart. Kiwi Dynamics
Where AI is landing in business & finance
The reason we take on business & finance work is that the teams here tend to be sharper about what they want than the brief lets on.
- Draft reports, proposals and commentary
- Analyse spreadsheets and statements
- Answer policy questions with sources
- Automate onboarding and reminders
Roles in business & finance
- Personal Financial Advisors
- Credit Counselors
- Agents and Business Managers of Artists, Performers, and Athletes
- Market Research Analysts and Marketing Specialists
- Online Merchants
- Financial Analysts
- Financial Quantitative Analysts
- Investment Underwriters
- Tax Preparers
- Accountants
- Human Resources Specialists
- Management Analysts
- Loan Counselors
- Loan Officers
- Security Management Specialists
- Compensation, Benefits, and Job Analysis Specialists
- Fundraisers
- Business Continuity Planners
- Logistics Engineers
- Financial Examiners
- Meeting, Convention, and Event Planners
- Auditors
- Purchasing Agents, Except Wholesale, Retail, and Farm Products
- Customs Brokers
- Risk Management Specialists
- Training and Development Specialists
- Appraisers, Real Estate
- Tax Examiners and Collectors, and Revenue Agents
- Regulatory Affairs Specialists
- Budget Analysts
- Equal Opportunity Representatives and Officers
- Government Property Inspectors and Investigators
- Logistics Analysts
- Fraud Examiners, Investigators and Analysts
- Logisticians
- Assessors
- Cost Estimators
- Licensing Examiners and Inspectors
- Sustainability Specialists
- Insurance Adjusters, Examiners, and Investigators
- Wholesale and Retail Buyers, Except Farm Products
- Credit Analysts
- Claims Examiners, Property and Casualty Insurance
- Environmental Compliance Inspectors
- Energy Auditors
- Labor Relations Specialists
- Insurance Underwriters
- Coroners
- Buyers and Purchasing Agents, Farm Products
- Insurance Appraisers, Auto Damage
- Farm Labor Contractors
How the work runs
We find the one workflow costing Business & Finance teams the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.
An AI agency, minus the theatre.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Straight answers
How quickly can we see something running?
Week three for a clickable internal demo against real data. Week six for a slice your team can actually use. We hold ourselves to those numbers because they're what stops a project drifting into "endless discovery".
What's the smallest engagement you'd take on?
A two-week paid discovery for Business & Finance teams that aren't sure whether the build is worth doing at all. You get a one-page write-up of what we'd build, what we'd skip, and what it would cost. About 30% of those discoveries end with us recommending you don't proceed.
Do you have proof this works for Business & Finance teams?
Direct case study: Adoption is already ahead of the curve - Singapore sits at 5.53x expected AI usage (Anthropic Economic Index, March 2026). Happy to walk you through full numbers on a call.
Do you respond to government tenders?
Most large government contracts are advertised on GETS, the Government Electronic Tender Service, where suppliers register with RealMe.
How does this fit the Public Service AI Framework?
The framework, led by the Government Chief Digital Officer, asks for safe, transparent and accountable AI. Agencies that sign the Algorithm Charter also commit to transparency in how they use algorithms.
Let's chat
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Tell us what you're trying to do and we'll reply with how we'd build it, no obligation.
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