AI for molecular and cellular biologists who want fewer tabs open, not more.

Most molecular and cellular biologists we talk to aren't short of software - they're short of an hour back in the day.

Life, Physical, and Social ScienceBuilt in New ZealandProduction AI, not slidewareHours back, not headcountLife, Physical, and Social ScienceBuilt in New ZealandProduction AI, not slidewareHours back, not headcountLife, Physical, and Social ScienceBuilt in New ZealandProduction AI, not slidewareHours back, not headcountLife, Physical, and Social ScienceBuilt in New ZealandProduction AI, not slidewareHours back, not headcount

What changes for molecular and cellular biologists week to week

Molecular and Cellular Biologists sits within Science & Research, one of the sectors we build production AI for.

Summarise literature with citations
Clean and explore datasets
Draft methods and reports
Answer questions over your documents

0.11% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026).

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Not your typical AI agency.

Honest about what AI can and cannot do

Ships the one workflow that pays for itself

Hours given back, never the size of the invoice

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*Every engagement is scoped and quoted up front. Results vary by workflow and business.

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.*

With us

52 hrs

Without

468 hrs

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*Illustrative, based on 9 hours a week of admin at a typical 80% automation rate. The calculator uses your own numbers.

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.

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*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.

The shape of the result for Molecular and Cellular Biologists: 0.11% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) Built on Summarise literature with citations, hardened with the rest of the stack as it scales. Kiwi Dynamics

By the numbers

Canada's overall AI usage sits at 4.37x its expected level, with Singapore leading at 5.53x.

Adoption is already well ahead of the curve, and the edge goes to whoever turns it into a concrete workflow first.

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Good questions, answered

Is AI worth it for a smaller molecular and cellular biologists team?

Often, yes - and counterintuitively the ROI is sometimes faster than for the big end of town because there's less integration overhead. We'll tell you honestly on the scoping call if it isn't.

What's the realistic timeline for AI with a molecular and cellular biologists team?

Most Molecular and Cellular Biologists have their first usable slice in week 5 or 6. We'd rather ship narrow and real than broad and aspirational - your team gets to use the thing well before the engagement is "done".

What happens if we want to swap a vendor out later?

AI is built behind a small adapter layer specifically so swapping a model provider or a data source is a one-day job, not a re-architecture. Summarise literature with citations, Clean and explore datasets, Draft methods and reports, Answer questions over your documents are our defaults, but the build is intentionally portable.

Do you work with Xero?

Yes. Xero is one of the systems we build around, and we connect to the other tools you already run rather than asking you to switch.

Can you work to the NZISM?

The NZISM is the government's information security manual and is written for vendors serving agencies as well as the agencies themselves, so government-adjacent work should be built to it.

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Tell us what you're trying to do and we'll reply with how we'd build it, no obligation.