Robust, secure AI. Proven where the scrutiny is highest.
We design and build AI solutions in Microsoft Azure AI Foundry – and offer six ready-to-deploy products built from the challenges we see again and again. Held to the standard high-scrutiny work demands: evidence-first, independently audited, and hosted in New Zealand.
R&D Grant Recipient“Modest doubt is called the beacon of the wise.
Two ways to get AI that works.
Every challenge is different. Some need a solution built from the ground up; others map onto a problem we've already solved many times over. Pick the path that fits – or tell us your situation and we'll point you to the right one.
Built around your challenge.
For when your problem doesn't fit a product. We design and build a bespoke AI solution in Microsoft Azure AI Foundry – scoped to your data and policies, hosted in our NZ tenancy or your own.
Frame the problem
The decision, the evidence, what “good” looks like.
Prototype fast
A working build on real data, in weeks.
Validate the evidence
Accuracy, edge cases, guardrails, human-in-the-loop.
Assess change & roll out
Impact on your team, then production.
Six products, ready to deploy.
For when your challenge is one we've solved before. Six production-ready AI products, built from the patterns we kept seeing across high-scrutiny work.
Feedback arrives in bulk, must inform a draft
A reform lands and no one knows the full exposure
Too much inbound, not enough time
Redaction doesn't scale manually
Too many entities, too little time
Answers exist but nobody can find them
Whichever path you take, it's built on our Evidence-First platform, independently audited, and hosted in New Zealand.
Bespoke or Clarivus – every solution is built on three proprietary pillars.
Decision-grade AI demands more than accurate answers – it requires proof. Every solution we build, bespoke or Clarivus, runs on our Evidence-First platform, ensuring outputs are traceable, accurate, and controlled.
Evidence Packs
Complete audit trails – citations, provenance graphs, and decision traces on every AI output.
Knowledge Graphs
AI constrained to your approved concepts, terminology, and relationships – eliminating hallucinations.
AI Guardrails
Your policies enforced automatically at runtime – every output validated, every refusal explained.
Together, these three pillars ensure every AI output is traceable, accurate, and controlled – enabling decision-grade confidence for public sector and regulated environments.
Evidence Packs
Every answer includes citations, provenance graphs, confidence signals, and decision traces. Audit-ready from day one.
- Document IDs, page numbers, exact quotes that support each claim
- Visual chain showing which data led to which conclusions
- Policy and guardrail results showing what passed/failed
- Full execution trace with timing and cost telemetry
Together, these three pillars ensure every AI output is traceable, accurate, and controlled.
Your data stays in New Zealand.
Why DataSing
NZ Data Sovereignty
Your data stays in New Zealand. Built on Azure NZ regions with local accountability. No offshore processing, no ambiguity about where your sensitive data resides. Independently audited annually by Bastion Security.
Public Sector Specialism
We understand government context: OIA requirements, ministerial accountability, regulatory frameworks, and the scrutiny that comes with public service.
Not a Silicon Valley Startup
A New Zealand company with skin in the game for NZ outcomes. When you work with us, you're working with people who understand your context and will be here for the long term.
See it in action.
Book a 30-minute demo. We'll show you the Clarivus products working on real problems, with full traceability, citations, and guardrails running live. Or tell us about a bespoke challenge – we're always happy to talk.
- Live Clarivus products on real-world scenarios
- Evidence Packs, Knowledge Graphs and Guardrails working together in real time
- Honest conversation about what fits your context, and what doesn't
