Boutique AI & technology consultancy
Amestris works with organisations that want the benefits of AI, modern architecture and digital platforms—without the noise. Strategy, architecture and execution, delivered by a single boutique partner.
Specialising in AI strategy and governance, generative AI and agents, enterprise architecture, data platforms and e-commerce.
Selected capabilities
Products led by Amestris
Amestris combines strategic advisory with hands-on architecture and delivery. The focus is on a small number of clients at any time, ensuring depth of attention and continuity.
Independent guidance on where and how to apply AI, and how to govern it responsibly across the organisation.
Design and delivery of LLM-enabled products and internal tools, aligned with your security and compliance requirements.
Architect and implement agent-based and workflow solutions that automate complex, multi-step processes.
Leverage DocoCheck-style document intelligence to streamline document-heavy, regulated workflows.
Application of IngredEye-style computer vision to products, ingredients and physical environments.
Clear, pragmatic architecture guidance for AI-ready application and integration landscapes.
Foundations for running AI and advanced analytics reliably, observably and at appropriate cost.
Architecture and delivery support for e-commerce and digital platforms where AI plays a central role.
Independent, vendor-neutral views on architecture, platforms and major technology decisions.
Many AI initiatives fail not because the models are weak, but because architecture, governance and change are an afterthought. Amestris approaches AI as part of the broader enterprise system: people, process, data and technology.
Clarity on why, not just how
Collaborative framing of objectives, constraints and risks so that stakeholders share a realistic view of what AI can and should do.
Architecture-led design
Solutions that are designed around existing processes, data and systems, minimising disruption while enabling future evolution.
Measured delivery and scaling
Focused pilots with clear evaluation criteria, followed by deliberate scaling once benefits and implications are understood.
Typical questions Amestris helps answer
Engagement styles
Amestris is not tied to particular vendors or platforms. Recommendations are based on suitability for your context, not sales quotas.
Advice is grounded in delivery experience across AI, enterprise systems and e-commerce, avoiding unrealistic designs that cannot be executed.
As a boutique firm, Amestris takes on a limited number of engagements, ensuring senior attention throughout the relationship.
Amestris also leads the design and development of AI-native products, informed by the same principles applied in consulting work.
AI-enabled document intelligence and verification, designed for regulated and document-intensive processes.
Supporting onboarding, compliance, risk and operations teams with faster, more accurate checks.
Computer vision for ingredients and products, enabling richer insights from images in food and FMCG contexts.
From packaging and labelling to quality and safety considerations.
Bespoke AI platforms, data foundations and digital experiences designed and delivered with clients.
Typically spanning AI-enabled workflows, analytics, integration and experience design.
Amestris Pty Ltd is a boutique technology consultancy focused on AI, architecture and digital platforms. The firm works with organisations that value independent thinking, technical depth and measured execution.
Experience spans AI and data, enterprise and solution architecture, e-commerce, and the creation of AI-native products such as DocoCheck and IngredEye.
Engagements range from concise architecture and strategy reviews through to advisory retainers and the end-to-end delivery of key initiatives.
Articles on AI, architecture, governance and digital platforms. Written in executive, technical, practical and thought-leadership styles.
AI Governance
How organisations mature their oversight, risk controls and decision-making for enterprise-scale AI.
Generative AI
The retrieval patterns that actually work — and how to implement them reliably.
AI Governance
A pragmatic way to track risk, value and readiness across AI initiatives without slowing teams.
AI Agents
How to run agent pilots with the right guardrails, observability and business ownership.
Generative AI
Setting up continuous evals that reflect your domain, tone and safety requirements.
If you would like to explore whether Amestris is the right partner for an AI, architecture or platform initiative, a short initial conversation is a good starting point.
Please include a brief description of your organisation, the problem or opportunity you are considering, and any relevant timeframes.