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.
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.
The Gemini ecosystem has five surfaces. We work across all of them, from consumer Workspace rollouts to multi-agent Vertex AI systems.
Structured rollout of Gemini across Gmail, Docs, Sheets, Slides, and Meet. Built around real use cases per function, not feature checklists.
Production-grade agents built on Vertex AI Agent Builder, with grounding via Vertex AI Search and multi-agent orchestration where the workload warrants it.
Direct Gemini API integration for product teams building AI-native experiences. Multimodal, long-context, and grounded generation as standard.
The work that makes Gemini and Vertex AI safe to run at scale: data residency, CMEK, VPC Service Controls, evaluation, and monitoring.
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.
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.
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.
Sydney, London, New York — same methodology, same people, same accountability. No bait-and-switch to junior offshore teams.
Fixed phases. Fixed prices. Fixed outcomes. The kind of structure enterprise procurement actually wants.
Use-case selection, model fit assessment, data audit, success criteria. Outcome: a costed implementation plan.
Agent or RAG construction on Vertex AI. Grounding sources connected. Evaluation harness from day one.
Controlled pilot with measurement, governance overlay, and iterative refinement based on real user behaviour.
Production handover, monitoring, cost optimisation, and continuous evaluation against drift and regressions.
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.
Rolled out Gemini for Workspace to 3,400 clinicians and admin staff across an NHS Trust. UK GDPR governance, data residency in europe-west2.
Built a Vertex AI agent that ingests product photography, customer reviews, and inventory data to generate category-level merchandising insights in real time.
Sydney headquarters, London and New York delivery. Local compliance and data residency overlays included.
Sydney HQ serving Australia, New Zealand, Singapore, and India. Vertex AI workloads deployed in australia-southeast1 and asia-southeast1 for data residency.
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.
US delivery for Fortune 1000 enterprises with HIPAA, SOC 2, and state-specific governance overlays. Vertex AI deployed in us-east4 or us-central1.
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.
Next step
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.