Where science & research teams are already ahead of the curve.
Most of our science & research engagements start the same way: a 20-minute call where someone describes a workflow we've heard before in shape but never in detail.
Adoption is already ahead of the curve - Singapore sits at 5.53x expected AI usage (Anthropic Economic Index, March 2026).
Already buried in admin? We'll sort the first workflow for you :)
Nine hours a week of admin is 468 hours a year. That could drop to about 52.*
*Illustrative, based on 9 hours a week of admin at a typical 80% automation rate. The calculator uses your own numbers.
Roles in science & research
- Clinical Psychologists
- Bioinformatics Scientists
- Industrial-Organizational Psychologists
- Historians
- Social Science Research Assistants
- Political Scientists
- Survey Researchers
- Chemists
- Anthropologists
- Economists
- Agricultural Technicians
- City and Regional Planning Aides
- Materials Scientists
- Sociologists
- Molecular and Cellular Biologists
- Biological Technicians
- Counseling Psychologists
- Biochemists and Biophysicists
- Geoscientists, Except Hydrologists and Geographers
- Soil and Plant Scientists
- Microbiologists
- Chemical Technicians
- Astronomers
- Remote Sensing Technicians
- Geneticists
- Archeologists
- Atmospheric and Space Scientists
- Biologists
- Food Science Technicians
- Food Scientists and Technologists
- Hydrologists
- School Psychologists
- Epidemiologists
- Geographers
- Zoologists and Wildlife Biologists
- Forest and Conservation Technicians
- Environmental Scientists and Specialists, Including Health
- Environmental Economists
- Medical Scientists, Except Epidemiologists
- Remote Sensing Scientists and Technologists
- Physicists
- Climate Change Analysts
- Geological Sample Test Technicians
- Transportation Planners
- Quality Control Analysts
- Geophysical Data Technicians
- Soil and Water Conservationists
- Animal Scientists
- Urban and Regional Planners
- Industrial Ecologists
- Environmental Science and Protection Technicians, Including Health
- Neuropsychologists and Clinical Neuropsychologists
- Precision Agriculture Technicians
- Nuclear Monitoring Technicians
- Forensic Science Technicians
- Park Naturalists
- Foresters
- Range Managers
We'd call the engagement a success when Science & Research teams are using the system without thinking about us. Adoption is already ahead of the curve - Singapore sits at 5.53x expected AI usage (Anthropic Economic Index, March 2026). Kiwi Dynamics
Small crew or big organisation, the busywork is the same :)
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.
Where AI is landing in science & research
Most of our science & research engagements start the same way: a 20-minute call where someone describes a workflow we've heard before in shape but never in detail.
- Summarise literature with citations
- Clean and explore datasets
- Draft methods and reports
- Answer questions over your documents
Questions science & research teams ask
What's the realistic outcome for Science & Research teams?
Adoption is already ahead of the curve - Singapore sits at 5.53x expected AI usage (Anthropic Economic Index, March 2026). We don't promise tenfold lifts because we don't see them outside of marketing decks.
When does AI actually pay back?
Inside the first quarter, in our experience. We pick the first slice specifically because it's the highest-leverage workflow for a science & research team - so the savings start landing before the rest of the build is finished.
How do you price AI engagements?
Fixed-scope pilots first, then either project pricing or a small monthly retainer for the ongoing work. No long lock-ins, no 18-month black-box deals. Most Science & Research teams are surprised how small the first cheque is.
Can the AI run on New Zealand-hosted cloud?
Yes, the options now exist. Microsoft opened a New Zealand cloud region in December 2024 and AWS followed in September 2025, both with local data residency.
Does scheduling handle public holidays?
It should. New Zealand has 11 national public holidays, including Matariki, plus a regional anniversary day that depends on where your business is.
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