Enterprise teams
that run on our work
600+ people who speak both business and AI.
Our consultants know how a trade promotion, a three-way match, or a rent roll actually works. Our engineers build the data, AI and agents that act on it. One team, from the first conversation to production.
No translation layer between the business and the build.
The people who scope the problem stay close to the people who solve it. Fewer handoffs, faster decisions.
Built on the platform you already pay for.
AI is easy to demo. We make it
work by bridging the gap
between business and technology.
Most AI initiatives don't fail because the technology isn't available. They fail in the gap between knowing what to build and making it work in the real world.
The business side
Where value is decided
Which decisions are worth money, and who owns it. How the process changes once AI is in it.
The technology side
Where value is delivered
Data and agents wired into your real systems. Governance and cost controls from day 1.
AI-Ready Data
Data foundations your AI can actually trust.
02Agentic AI
AI agents built to act, not just answer.
03AI Cloud & Infra
The cloud estate AI workloads actually need.
04ML & Data Science
Models that solve real business problems and keep working after launch.
05AI Governance & FinOps
Govern AI risk, performance and cost from day one.
Domain knowledge that shows up pre-loaded.
Making AI work for Trade promotion
1Platform: a platform framework to cut your delivery timelines by half
Pre-built apps for known domains, and an engine that builds new ones. 1Platform deploys on your cloud, and your team can extend it as the AI landscape evolves.
typical data build, compressed by Foundation Studio
Pulse apps
Decision apps for 9 business processes. Each one tells the owner what to do next.
Studio apps
Build the data estate, move it, and keep the cost of running it in check.
Prism
Point it at your documents. It builds the knowledge graph and a working Pulse app for your domain, in weeks.
Rated by analysts. Chosen by platform partners.
What we're learning from AI in production.
See how enterprises are putting AI to work.
Once a month, we share what our AI experiments taught us about making AI work at enterprise scale.
AI services, answered plainly.
Straight answers to what enterprise teams ask before they hire an AI partner.
Ask an AI engineerAn AI services company designs, builds and runs AI systems inside a business. At Polestar Analytics that covers AI consulting, AI-ready data, agent engineering, MLOps and AI governance. We deliver it with pre-built domain apps that deploy on your existing cloud.
Most AI initiatives don't fail because the technology isn't available. They fail in the gap between knowing what to build and making it work in the real world: unclear ownership, data that isn't ready, and no plan to run the system after launch. One team that consults, builds and runs closes that gap.
Usually in days. After a Day 1 value workshop, the first working build lands on day 2-3, on a pre-built Pulse app or one Prism builds for your domain. We then pilot it on your stack with real users.
No. 1Platform and our Pulse apps deploy on the cloud you already pay for, including Databricks, Microsoft Fabric, Snowflake and Azure, and your team can extend them as the AI landscape evolves.
Agentic AI means AI agents that act inside your systems instead of only answering questions. It pays back first on frequent decisions worth money, such as trade promotion, pricing, working capital and risk controls.
Governance and cost controls are wired in from day one. AgentOps, MLOps and FinOps keep agents accurate, auditable and within budget once they are in production.
1Platform is our platform framework: Pulse apps for known business processes, Studio apps to build and run the data estate, and Prism, which builds new apps from your documents. It deploys on your cloud and cuts typical delivery timelines by half.
Start with the right assessment.
Tell us where you are. We'll help you understand what's ready, what's missing, and what it takes to get to production.









