MCP integrations in Blenheim.
Built and supported here - the way a Blenheim business would actually use it.
On the tools or running at scale, the admin still eats the week :)
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.
When harvest peaks in March, rosters, contractor invoices and compliance records all land at once. We automate that paperwork so vintage gets your full attention.
Blenheim, up close.
Marlborough is New Zealand's largest wine region, with almost 31,000 hectares of vines, around two thirds of the national total.
Marlborough put New Zealand on the international wine stage with its Sauvignon Blanc in the 1980s. Grape harvest runs to mid-April and peaks in March, with seasonal wine work from late January to May.
An AI agency, minus the theatre.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
What MCP integrations actually do
Wire Claude, ChatGPT, or Gemini directly into your tools with the Model Context Protocol. With the right workflow automated, nine hours of admin a week could drop to about one.*
*Illustrative example only, based on 9 hours a week of admin falling to about 1 hour a week. Actual results vary by workflow and business.
One workflow.
In production.
In weeks.
What you get
What changes for Blenheim teams after this lands: the work that used to need a person stays done, the work that needs a person gets done with their attention undivided.
- Custom MCP servers for your CRM, ERP, or in-house tools
- Permission-aware so AI only sees what each user can
- Tool-call audit log for compliance
- Works with Claude Desktop, ChatGPT, Cursor, and more
- No AI theatre
- No annual contracts
How much is the admin really costing 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.
Questions Blenheim businesses ask
What's a typical engagement length for Blenheim businesses?
Six to twelve weeks for the build, then a short managed-services month while the system goes from "shipped" to "owned by your team". After that you keep us on retainer if you want, or take it from there yourself.
Do you do hourly billing or fixed price?
Fixed price for the pilot, every time. After that it's your call - fixed price per milestone or a small monthly retainer for ongoing iteration. We don't run open-ended T&M because it disincentivises us from finishing.
Can you walk us through a comparable build?
Yes - on the first call we'll pick the closest engagement we've shipped to what you're describing and walk through the outcome, the headcount and the time it took. Existing AI tools become 10x more useful with real business context.
What does the Privacy Act 2020 mean for AI?
The same rules apply as for any system holding personal information. A breach that could cause serious harm must be reported to the Privacy Commissioner, who expects it within 72 hours.
Can it remind us about the annual return?
Yes. Every company must file an annual return with the Companies Office each year, separate from its tax return.
Get started in 5 minutes
StartContact us
Tell us what you're trying to do and we'll reply with how we'd build it, no obligation.
Was this helpful?
Thanks, your comment is with our team.