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Google Gemini & Vertex AI · Implementation Partner

Gemini at the scale your enterprise needs.

Fruition Services is a Google Gemini and Vertex AI consulting and implementation partner across APAC, UK, and US. We build the agents, RAG systems, and Workspace rollouts that move Gemini from a chatbot into the operating fabric.

Book a Gemini scoping call →Our capabilities

Regions Served

  • Australiaaustralia-southeast1
  • Singaporeasia-southeast1
  • IndiaEngineering pod
  • United Kingdomeurope-west2
  • United Statesus-east4 · us-central1
500+
Implementations delivered.
2M
Token context handled in production.
3
Continents · APAC · UK · US.
87%
Workloads in production at 6 months.
What we deliver

From Workspace adoption to production Vertex AI agents.

The Gemini ecosystem has five surfaces. We work across all of them, from consumer Workspace rollouts to multi-agent Vertex AI systems.

Gemini for Workspace

Workspace AI rollout

Structured rollout of Gemini across Gmail, Docs, Sheets, Slides, and Meet. Built around real use cases per function, not feature checklists.

  • Readiness and data hygiene
  • Drive permissions audit
  • Pilot cohort design
  • Adoption playbooks per function
  • Measurement and ROI tracking
Vertex AI

Custom AI agents & RAG

Production-grade agents built on Vertex AI Agent Builder, with grounding via Vertex AI Search and multi-agent orchestration where the workload warrants it.

  • Agent Builder development
  • Vertex AI Search grounding
  • Multi-agent orchestration (ADK)
  • Model selection and routing
  • Evaluation pipelines
Gemini API

Custom application development

Direct Gemini API integration for product teams building AI-native experiences. Multimodal, long-context, and grounded generation as standard.

  • Multimodal application design
  • Long-context workflow optimisation
  • Prompt and tool architecture
  • Grounding and citation systems
  • Cost and latency optimisation
Governance

Security, compliance & MLOps

The work that makes Gemini and Vertex AI safe to run at scale: data residency, CMEK, VPC Service Controls, evaluation, and monitoring.

  • VPC Service Controls setup
  • Customer-managed encryption (CMEK)
  • Model evaluation frameworks
  • Prompt versioning & governance
  • Cost monitoring and budgeting
Why Fruition

Three reasons enterprises pick us for Gemini work.

We're partnered with Google — but also Anthropic, OpenAI, Microsoft and AWS. Our Gemini recommendations are honest about where it leads and where it doesn't.

01

Model-agnostic by default

// honest recommendations

We're partnered with Google, but also Anthropic, OpenAI, Microsoft, and AWS. Our Gemini recommendations are honest about where it leads and where it doesn't.

02

Production, not demos

// real volumes

The Vertex AI agents we ship handle real volumes — hundreds of thousands of monthly interactions, grounded in real enterprise data, with real evaluation pipelines behind them.

03

Three continents, one team

// local accountability

Sydney, London, New York — same methodology, same people, same accountability. No bait-and-switch to junior offshore teams.

How we work

From use case to production agent in four phases.

Fixed phases. Fixed prices. Fixed outcomes. The kind of structure enterprise procurement actually wants.

01 / scope

Scope

Use-case selection, model fit assessment, data audit, success criteria. Outcome: a costed implementation plan.

2–3 weeks
02 / build

Build

Agent or RAG construction on Vertex AI. Grounding sources connected. Evaluation harness from day one.

4–10 weeks
03 / pilot

Pilot

Controlled pilot with measurement, governance overlay, and iterative refinement based on real user behaviour.

3–6 weeks
04 / scale

Scale

Production handover, monitoring, cost optimisation, and continuous evaluation against drift and regressions.

Ongoing
Outcomes

What Gemini and Vertex AI deliver in production.

Financial Services · APAC

Vertex AI agent for advisor research

Built a grounded Vertex AI agent serving 1,200 financial advisors, synthesising research, market data, and client portfolios. 2M-token context for full client history.

73%
Faster prep · $2.1M annual gain
Healthcare · UK

Gemini for Workspace at NHS Trust

Rolled out Gemini for Workspace to 3,400 clinicians and admin staff across an NHS Trust. UK GDPR governance, data residency in europe-west2.

5.8hr
Saved per user per week · 91% active usage
Retail · US

Multimodal product agent

Built a Vertex AI agent that ingests product photography, customer reviews, and inventory data to generate category-level merchandising insights in real time.

340K
Monthly queries · 12% margin lift
How we compare

Fruition vs Big-4 vs Google direct.

Capability
Fruition
Big-4 / Google PSO
Vertex AI Agent Builder depth
In-house, deep
Variable / deep but bounded
Model-agnostic recommendations
Yes
Sometimes / Google-only
Workspace + Vertex combined
Yes
Separate teams
Fixed-fee phases
Yes — published
Retainer-based / project-based
Evaluation pipelines
From day 1
Sometimes / yes (PSO)
Hands-on, not outsourced
Yes
Often subcontracted
APAC + UK + US local teams
Yes
Yes
Geographic coverage

Local Gemini expertise across three regions.

Sydney headquarters, London and New York delivery. Local compliance and data residency overlays included.

AU · SG · IN — Asia Pacific

Sydney HQ

Sydney HQ serving Australia, New Zealand, Singapore, and India. Vertex AI workloads deployed in australia-southeast1 and asia-southeast1 for data residency.

12/64 York Street, Sydney NSW 2000
ABN 12 667 454 006
GB — United Kingdom

London

UK delivery for FCA-regulated firms, NHS Trusts, and FTSE 100 enterprises. Vertex AI deployed in europe-west2 with UK GDPR and EU AI Act governance overlays.

London delivery centre
UK GDPR aligned · europe-west2 residency
US — North America

New York

US delivery for Fortune 1000 enterprises with HIPAA, SOC 2, and state-specific governance overlays. Vertex AI deployed in us-east4 or us-central1.

New York delivery centre
SOC 2 / HIPAA aware · FedRAMP-aware
Who leads it

Practitioners who actually ship Gemini workloads.

nameJosh Jebathilak
roleManaging Director · Fruition
priormonday.com · 6y
basedSydney · AU
entitiesAU · UK · US
statusGoogle Cloud Partner

Josh Jebathilak, Managing Director, leads enterprise Gemini and Vertex AI engagements. Six years at monday.com before founding Fruition. 500+ implementations across the major AI platforms — Google, Microsoft, OpenAI, Anthropic, and AWS.

Our Vertex AI practice combines product-engineering rigour with the governance and change-management discipline that determines whether an AI workload survives past pilot.

Google Cloud Partnermonday.com PlatinumRising Star 2026500+ implementations

Gemini and Vertex AI questions, answered.

A Gemini partner deploys Gemini for Google Workspace, builds production systems on Vertex AI, and designs multimodal AI workloads. Fruition implements Gemini and Vertex AI for organisations across Australia, the UK, the US and Asia — from Workspace enablement to production agent systems.

Next step

Ready to move from Gemini experiments to production?

Book a 30-minute scoping call. We'll size the use case, pick the right Gemini and Vertex AI surfaces, and give you a costed path to production.

Book Gemini scoping call →