AGENTIC ENGINEERING & ENTERPRISE SCALE

Google Antigravity, AI Studio, Workspace Flows, Vertex AI & BigQuery AI

When off-the-shelf workspace buttons aren't enough: custom multi-agent systems, event-driven workflow automation, and sovereign-grade company intelligence.

Every business eventually hits the edge of standard office tools: you need an AI to watch an inbox, parse a 20-page PDF engineering spec, check live stock in an external API, update Xero, and alert a manager in Google Chat. This is the specialist tier of Google's stack — where Maintain AI uses Google Antigravity, AI Studio, Workspace Flows, Vertex AI Search, and BigQuery AI to build production systems that run themselves.

Architecture & Security SpecPRODUCTION AGENT STACK // Antigravity Multi-Agent IDE · Structured JSON Schema Enforcement · Cloud Run Serverless Containers · 24/7 SRE Watchdog
Commercial NZ Business ImpactReplaces brittle $500+/mo third-party Zapier/SaaS chains and manual data-entry roles with owned, fixed-cost infrastructure.
Capability Breakdown

What It Does & How NZ Businesses Use It

AGENTIC IDE01

Google Antigravity (Agentic Software Engineering Platform)

Google's flagship agent-first development environment where autonomous coding agents plan, write, test, verify, and deploy full-stack business software and integrations under senior engineering supervision.

Practical NZ Use Case

Allows Maintain AI to build, test, and ship custom internal portals, Xero bridges, and production microservices in days rather than 6-month software agency timelines.

DEVELOPER ENGINE02

Google AI Studio & Gemini API (Structured Data & Multimodal Pipelines)

Provides direct API access to Gemini Pro and Flash with strict JSON schema enforcement, 1M+ token context windows, and low-latency batch processing for cents per thousand pages.

Practical NZ Use Case

Extract every line item, GST figure, and PO number from 500 PDF supplier invoices per month into exact JSON ready for Xero or MYOB import.

WORKFLOW GLUE03

Google Workspace Flows & Apps Script (Zero-Middleman Automation)

Automates multi-step processes across Google Forms, Sheets, Gmail, Drive, Docs, and Chat with built-in Gemini reasoning steps — running natively inside your Google account.

Practical NZ Use Case

When a client submits a site intake Form, Gemini analyses the risk level, generates a custom Job Pack folder in Drive, populates a contract Doc, and posts an approval card in Google Chat.

EXPERT ADDITION04

Vertex AI Search & Looker / BigQuery AI (Enterprise Grounding & BI)

Indexes tens of thousands of company files with strict user ACL permissions, while BigQuery + Looker AI lets directors query millions of rows of financial and operational data in plain English.

Practical NZ Use Case

Ask 'Which product lines in the South Island had margin erosion over 4% this quarter after freight costs?' and get an instant verified chart.

Real-World New Zealand Portrayals

How 3 Different NZ Industries Apply Antigravity, AI Studio & Flows

Trades, Construction & Field Services

85-staff civil & utilities contractor across Waikato & Auckland

The Manual Bottleneck

Subcontractor dockets, traffic management plans, and daily plant sheets arrived in 15 different formats, costing 3 full-time admin staff 40+ hours a week to reconcile against job codes.

The Google AI Workflow

Engineered a Gemini API + Cloud Run pipeline built in Antigravity that ingests photographed dockets from email/Drive, enforces a strict JSON schema, validates job numbers against BigQuery, and flags exceptions in Google Chat.

Measurable Outcome

Reduced docket reconciliation from 40 hours/week to 3 hours of exception review; paid for the build in 9 weeks.

Professional Services & Consultancies

40-staff legal & patent advisory firm in Wellington

The Manual Bottleneck

Needed a private internal search assistant across 60,000 historical matter files where junior staff could never see restricted partner or M&A folders.

The Google AI Workflow

Deployed Gemini Enterprise / Vertex AI Search connected to Google Drive with native ACL inheritance, so every search result strictly respects the logged-in user's exact folder permissions.

Measurable Outcome

Instant firm-wide precedent retrieval with 100% partner permission compliance.

Wholesale, Logistics & Operations

110-staff national industrial supply & distribution business

The Manual Bottleneck

Paying $1,800/month in brittle Zapier tasks and third-party SaaS connectors that silently failed whenever a supplier changed an invoice layout.

The Google AI Workflow

Replaced the entire third-party chain with native Google Workspace Flows, Apps Script, and a self-healing Cloud Run worker monitored 24/7 by Maintain AI.

Measurable Outcome

Cut monthly software fees by 85% while achieving 99.98% pipeline reliability with automated rollback alerts.

What You Can Switch On Today vs What Maintain AI Builds

Switch On Yourself Today (DIY)
  • Open aistudio.google.com to test how Gemini Flash and Pro handle your hardest PDF or data extraction task for free.
  • Use Google Workspace Flows or a simple Gemini-assisted Apps Script macro inside Google Sheets to automate a recurring weekly email.
Maintain AI Production System Build
  • We architect, build, test, and deploy the complete production system in your Google Cloud / Workspace tenant using Antigravity and Superpowers engineering discipline.
  • Every deployment includes automated unit tests, schema validation, error alerting, rollback mechanisms, and full documentation.
  • Optional NZ$950/mo Maintain tier provides 24/7 autonomous SRE monitoring and self-healing so your team never has to debug an API change.
Honest Boundary: When Antigravity, AI Studio & Flows Is The Wrong Tool

If your workflow is a simple 2-step notification used twice a month, do not pay for a custom Cloud Run build — use a native Workspace rule or spreadsheet macro instead. We will tell you this upfront at the free assessment.

TEST THIS TOOL LIVE · NZ$495 CHALLENGE

Live AI Studio / Antigravity Extraction or Automation Prototype

What you bring: Bring the complex multi-system workflow or gnarly PDF/data extraction task your current software vendor said was 'impossible' or quoted $50,000 for.

The Written Test: In 60 minutes live in AI Studio and Antigravity, we prove the core extraction or agent logic works against your real data — or refund 100% of your NZ$495.

Frequently Asked Questions

Antigravity is Google's agentic development platform and IDE. Instead of a developer typing every line of boilerplate by hand, senior engineers orchestrate autonomous agents to build, verify, and test production code against strict specifications — cutting custom software build times dramatically.