FLUENT AI LABS
Innovate with FluentAI
Unlocking Cutting-Edge Solutions for Your Business
About FluentAI Labs
Trusted AI Operations, Tailored for Impact
Fluent AI Labs helps organisations turn AI ambition into action.
We offer modular, ethical AI services across the full lifecycle, from strategy and compliance to build, deployment, and operations. Whether you need synthetic data for safe testing, automated workflows, annotated training sets, or trusted AI governance, we deliver real outcomes through secure, scalable solutions tailored for sectors like health, government, and SMEs.
Our head office is based in Canberra, with team members located across Australia—including Melbourne, Brisbane, and Sydney. While much of our work can be delivered remotely, we’re always happy to travel to meet our clients on-site when needed.
Our Services
Automation
We provide modular AI Workflow Automation that integrates with clients' existing systems, using low-code tools and pre-built templates to streamline tasks across the machine learning lifecycle. Offered as either a managed service or self-service tool, it’s optimised for sensitive sectors like healthcare and government.
PromptOps-as-a-Service
Our PromptOps-as-a-Service enables safe and scalable use of generative AI by providing version control, testing, and optimisation tools. With a managed prompt library, benchmarking, and health monitoring, we ensure reliable, secure integration—minimising risks like hallucinations and injection vulnerabilities.
Data Annotation & QA
We provide high-quality data annotation through a hybrid model that blends AI-assisted labelling with human-in-the-loop validation.
Using industry-specific ontologies and rigorous QA workflows, we deliver accurate, bias-aware datasets tailored to each use case—from structured text to medical imagery and natural language. Ideal for regulated and high-stakes environments.
AI Compliance & Governance
We help clients build defensible, trustworthy AI through integrated compliance and governance frameworks.
Combining proprietary tools with expert advisory, we offer model audits, risk classification, and embedded governance checkpoints—such as explainability dashboards, fairness assessments, and audit-ready documentation. Delivered via secure cloud or on-prem, our solution meets emerging ethical and regulatory standards.
AI Consulting
We provide end-to-end AI consulting, from strategy and design to implementation and scale.
Our approach is anchored in the AAA Model—Assess, Architect, and Activate—ensuring AI solutions align with business value. We also deliver AI education and change programs to build internal capability, and support clients in launching or optimising AI SaaS products with modular, future-ready architectures.
AI Build & Deployment
We design, build, and deploy production-ready AI systems tailored to real-world environments.
From model development to MLOps pipelines, we ensure scalable, secure, and maintainable deployments across cloud, on-prem, or hybrid infrastructure. Our delivery includes CI/CD for models, containerisation, monitoring, and rollback strategies—enabling seamless integration with enterprise workflows.
Synthetic Data Engineering
We generate safe, realistic synthetic datasets that retain statistical integrity while removing sensitive information.
Our solution supports use cases like secure testing, class balancing, and edge case augmentation, and can be delivered standalone or integrated into existing AI pipelines. Designed for sectors like health and government, it meets data sovereignty and ethical AI standards.
The Philosophy
Our Core Values
At Fluent AI Labs, we believe in the power of ethical innovation, strategic collaboration, and measurable outcomes.
We’re committed to helping organisations solve real problems with AI—safely, scalably, and responsibly. Our work is driven by quality, transparency, and a deep focus on customer impact.
With a client-first mindset and a passion for purposeful AI, we aim to exceed expectations and set new benchmarks for ethical, scalable innovation.
We’re not just building technology—we’re enabling better decisions, smarter systems, and more trusted outcomes.
Contact Us
Get in touch with us to discover how Agire can elevate your business. We're here to answer your inquiries and discuss your tech needs.