We build AI agents, retrieval systems and full software products that work in production, not only in the demo.
10+ Claude Certified Architects
More than ten of our engineers hold Anthropic’s Claude Certified Architect, Foundations credential
OpenAI Select Partner
Avesta Labs, our AI product company, is a Select Partner in the OpenAI Partner Network
Trusted by leading companies
Clients we have built for: Chairs Global, OnlyFacts, Life Insurance Direct, India Avenue, Talent Carriage, Ace Hardware, Concept, Corrtech, F&F Floor & Furnishings, Line O Matic, OM Logistics, BBF, ScaleTech.
Services
AI engineering builds the intelligence inside your product. Product development builds everything around it.
Agents, retrieval and voice, built on your data and run in production.
AI agents take real actions in your systems, not only chat.
Retrieval systems answer from your own documents and data, with the source cited.
Evaluation and guardrails keep it right after launch.
A product team that builds or rebuilds your software with you.
New products go from idea to launch on continuous delivery from the first commit.
Legacy platforms are rebuilt without stopping the business.
Your own team is coached to ship faster and safer until they run it alone.
Commitments
Every AI agency says production. These are the four things you can hold us to.
Every milestone comes with a code health score, delivery metrics and evaluation results. You see the same numbers we do.
We have built our own agent platform and our own delivery platform, so we know what it takes to run one in production. You are not paying for our learning curve.
Test driven development, small batches and continuous delivery since 2012. AI makes them faster; it does not replace them.
Discovery before code, and a written reason for every feature we kept out of version one.
Our most recent work
Talent CarriageAI engineering · HR shared services · India
Product development · Proptech · Australia
AI engineering · Life insurance · Australia
Product development · Industrial IoT · 50+ countries
OnlyFactsAI engineering · Climate data · Australia
Exam services providerProduct development · Higher education · India
AI engineering · Funds management · Australia
Exam services providerProduct development · Examination logistics · India
AI engineering · Board advisory · Australia
AI engineering · Logistics and supply chain · India
Vehicle logistics groupAI engineering · Vehicle logistics · India
How we engage
Whichever shape fits, the practices are the same and you see the same numbers at every milestone.
Team extension, time and materials, billed monthly.
Our engineers join your team on your backlog from the first week, and bring the practices with them.
Meet the engineersFixed scope, fixed price per milestone.
A defined build with a written scope: an AI pilot, an MVP, a rebuild, a migration. Discovery first, then milestones with working software and a score at each one.
Managed team, monthly retainer.
A full team that owns discovery and delivery end to end: product, engineering, design and QA. You set the outcomes and see the numbers. We run the rest.
What clients say
01 / 04
Before Metricsense, checking calls was a manual process: we selected files for review. Now the platform analyses every call, and we review by risk. It has identified customer experiences we would not have picked up before, and it lets us scale our quality assurance program without increasing headcount, with our team still the human in the loop. It helps us protect our customers, our business and our agents.
Russell Cain
Founder and CEO, Life Insurance Direct
