Generative AI apps in Amazon Bedrock
Build chat agents on Bedrock models, grounded in a knowledge base, with guardrails and functions that update systems such as your CRM.
Work management
CRM & customer
AI platforms
Automation
Work management
CRM & customer
AI platforms
Automation
Ready to scale your workflows?
Fruition Services is an AWS Partner across APAC, UK, and US. We design landing zones, migrate workloads, build Amazon Bedrock and SageMaker AI, and run Well-Architected reviews for enterprises that need AWS to do the heavy lifting.
Four things teams use AWS for every day.
Build chat agents on Bedrock models, grounded in a knowledge base, with guardrails and functions that update systems such as your CRM.
SageMaker Unified Studio notebooks where an agent writes and explains the code, here for a customer churn model.
Ask Amazon Q how to change a service and it answers with the console steps and the CLI command.
Spend by service and by month, with a breakdown table to find what is driving the bill.
Aligned to AWS Migration Acceleration Program (MAP) and the Well-Architected Framework. Each phase has defined exit criteria.
Workload inventory, dependency mapping, migration suitability, TCO modelling, Well-Architected baseline.
Landing Zone, Control Tower, IAM Identity Center, networking, security baselines deployed via IaC.
Wave-based workload migration. MGN for lift-and-shift, refactoring to managed services where it pays back.
Observability, SRE, FinOps, security operations. Handover or ongoing managed service.
Book a complimentary 30-minute audit with a Fruition consultant: we will map your workflows, spot the automation wins and show you what the build looks like.
Six capability areas. Delivered as standalone engagements, or as the components of an enterprise AWS transformation.
Production Bedrock workloads (Claude, Llama, Nova, Mistral) with Bedrock Agents, Knowledge Bases, Guardrails, and full IAM and VPC isolation.
Multi-account AWS Organizations setup, Control Tower, IAM Identity Center, SCPs, networking, security baselines. Built on AWS best practices.
Custom ML on SageMaker, MLOps pipelines, and data platforms on Redshift, S3, Glue, and Lake Formation with governance.
Wave-based migration from on-premise or other clouds. MAP-funded where eligible. Lift-and-shift, replatform, refactor: chosen per workload.
Security posture management, IAM hardening, KMS, GuardDuty, Security Hub, Config rules, and audit overlays for HIPAA, PCI, IRAP, FedRAMP.
Average 37% spend reduction in 90 days. Savings Plans, RI optimisation, EC2 and RDS rightsizing, S3 storage class tiering, chargeback dashboards.
Published case studies, with the hours each client saved.
HVAC, built on monday.com and live in 4 weeks.
Promotify, built on monday.com and live in 3 weeks.
Tourism NT, built on monday.com and live in 9 weeks.
Josh Jebathilak, Managing Director, leads enterprise AWS engagements personally. Six years at monday.com before founding Fruition. 900+ implementations across the major cloud and AI platforms: AWS, Google, Microsoft, OpenAI, Anthropic.
Our AWS practice combines deep platform engineering with the migration, security, and FinOps discipline that determines whether a cloud investment actually delivers the business case.
Operations and IT leaders on what changed after we mapped the process first.
“We are now utilising monday.com to its full potential, from lead through design and production teams - everyone knows what stage our projects are in, what's next and what our process is.”
“monday.com has given us the visibility we need to get everyone on the same page and keep track of all the moving parts.”
“What a pleasant and wonderful experience it was to be dealing with Josh and the fruition team. It made it a smooth and easy process for us and our team. They were all very professional and great to speak with. Looking forward to working again with you in the future.”
“We found Monday to be more customisable and transparent for both internal and external stakeholders. It reduced double handling of issues, as the Monday boards provide clear, accessible information, eliminating the need to email around for updates.”
“The monday.com mobile app gives our technicians on raw construction sites instant access to the project information they need and makes connecting with the team at HQ easy.”
“Process automation across campaign management, budget management and project approvals has saved significant amounts of time for staff globally and also improved collaboration across global teams.”
“This system will save hundreds of thousands of dollars a year guaranteed.”
“A big thanks to Josh - spent a couple of hours working through ways to get our Event Project Plan on Monday into good shape. We know have a much more user friendly and useful Project Plan and we have made use of a variety of different automations to streamline processes. When our NFP is ready to undertake more complex Monday activities I will definitely be looking to Fruition for support.”
“Fruition have been instrumental in moving us to a 'single source of truth' system for managing sales and projects.”
“Since implementing monday.com, CLSQ has experienced a significant transformation in operational efficiency.”
“We are very Happy Little Campers, and our system is easy to use, portable, flexible and very informative and gives us a great insight to ALL facets of the business and where our communication and marketing efforts are best targeted to maximize our returns for effort. I would highly recommend you have an initial chat with these guys. They know their stuff.”
“Zach provided excellent training on Monday.com and he included some great insights on how we can best use the project management features. Thank you!”
“The Fruition team helped me get the most out of monday.com. They provided me with in depth instruction, custom templates and helped me solve problems unique to our early stage company's needs.”
“Josh and the Fruition team were an absolute pleasure to work with. They were professional, knowledgeable, and made the whole process smooth and straightforward. I would highly recommend them to anyone looking for quality software solutions.”
“Josh and his team were excellent from start to finish on building our monday.com integrations and automations. Very happy with them.”
“Having experienced working with Josh directly at monday.com, I'd have no hesitation recommending Josh in any consulting engagement.”
“Couldn't be more happier. Thank you Josh for your hard work and commitment. Highly recommend!”
“Josh & the Fruition team were great to deal with and very thorough. would highly recommend!”
30 minutes. No obligation. Speak to a consultant, not a salesperson.
An AWS Partner helps enterprises plan, migrate, build, and operate workloads on Amazon Web Services. Services include cloud strategy, AWS Landing Zone and Control Tower setup, migration (lift-and-shift, replatforming, refactoring), Amazon Bedrock and SageMaker AI workloads, security and IAM, Well-Architected reviews, and FinOps. Fruition is an AWS Partner delivering across APAC, UK, and US.
Amazon Bedrock is AWS's managed service for foundation models. It provides access to Claude (Anthropic), Llama (Meta), Mistral, Cohere, Amazon Nova, and Stable Diffusion through a single API, with enterprise features like Bedrock Agents, Knowledge Bases, Guardrails, and fine-tuning. Most enterprises use Bedrock when they want model choice, AWS-native security, and integration with their existing AWS data and workloads.
Bedrock is the right choice when you need AWS-native security (IAM, VPC endpoints, CloudTrail logging), data residency in AWS regions, integration with S3, RDS, and other AWS data sources, and model choice in one API. Going direct to OpenAI or Claude is better for fastest access to the latest models and the richest first-party tooling. Fruition recommends per workload based on these trade-offs.
A single workload migration typically takes 6 to 12 weeks. A complete data platform migration to Redshift, S3, and AWS Glue takes 4 to 9 months. A full enterprise multi-workload migration takes 12 to 30 months, delivered in waves. Fruition uses AWS’s Migration Acceleration Program (MAP) and a wave-based delivery model with defined cutover gates.
The AWS Well-Architected Framework is AWS's set of design principles and best practices across six pillars: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimisation, and Sustainability. A Well-Architected Review is a structured assessment of a workload against these pillars. Fruition delivers Well-Architected Reviews as part of every implementation and as standalone engagements.
Yes. AWS FinOps engagements typically reduce cloud spend by 25 to 45% within 90 days. Our approach combines Savings Plans and Reserved Instance optimisation, idle resource elimination, EC2 and RDS rightsizing, S3 storage class optimisation, and chargeback dashboards via AWS Cost Explorer and Cost Categories. We work as a one-off engagement or as an ongoing optimisation partner.
Yes. AWS holds SOC 1/2/3, ISO 27001, HIPAA, PCI DSS, FedRAMP High, IRAP (Australia), and FCA-aligned compliance, with data residency available across all our regions including ap-southeast-2 (Sydney), eu-west-2 (London), and us-east-1 (N. Virginia). Fruition has delivered AWS implementations for financial services, healthcare, government, and defence clients across APAC, UK, and US.
SageMaker is the right choice for custom model training, traditional machine learning (XGBoost, deep learning, classical ML), MLOps pipelines, and when you need full control over training infrastructure. Bedrock is the right choice for using foundation models via API. Most enterprises use both: Bedrock for generative AI, SageMaker for predictive ML and custom models.
Amazon Q is AWS's generative AI assistant family. Q Developer helps engineers write, review, and modernise code (similar to GitHub Copilot, but AWS-native and deeply integrated with AWS services). Q Business is an enterprise AI assistant that connects to corporate data sources (SharePoint, Salesforce, S3, Confluence) for grounded answers. Fruition implements both, often alongside Bedrock for custom applications.
Fruition engagements start at AUD $35,000 for a Well-Architected Review or Landing Zone foundation. Mid-scope projects (migrations, Bedrock implementations, data platforms) typically range from AUD $80,000 to $450,000. Enterprise transformations are scoped phase by phase with fixed pricing per phase. AWS Migration Acceleration Program (MAP) funding may offset early-stage costs, we’ll flag eligibility.
A ChatGPT partner deploys ChatGPT Enterprise, builds custom GPTs and Assistants API systems, and integrates OpenAI models into your workflows. Fruition implements OpenAI technology for organisations across Australia, the UK, the US and Asia, with governance and evaluation built in.
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.
Production agent builds with Fruition typically run AUD $35,000 to $150,000 per phase depending on integration depth, grounding sources, and volume requirements. A scoping call produces a fixed quote.
Book a 30-minute scoping call. We'll size your migration, Bedrock workload, or modernisation play and give you a costed roadmap with MAP funding routes where eligible.