x

    Polestar Analytics AI Lab

    The lab where enterprise AI gets engineered into reusable IP, frameworks, and accelerators built for real-world deployment.

    Take a leap here
    icon
    50+
    Pre-built agents ready to deploy
    icon
    70+
    Faster data estate creation
    icon
    100+
    Data sources connected out of the box
    icon
    $12.5M
    Raised in 2025 to deepen AI and 1Platform
    Productized Accelerators · PulseSuite
    PulseSuite: The New Product Layer of the AI Lab
    PulseSuite AI Lab
    Live
    PromoPulse

    Trade promotion ROI predicted before spend is committed.

    Live
    WealthPulse

    Wealth data intelligence across custodian, CRM, and billing.

    Live · Gartner
    ProfitPulse

    Agentic RGM unifying price, promo, MMM, and channel.

    Live
    CapitalPulse

    Working-capital intelligence for the CFO's office.

    Live
    PricePulse

    Elasticity and competitor response modeled at scale.

    MediaMixPulse
    HCPPulse
    ICPulse
    EquityPulse
    RiskPulse
    P2PPulse
    O2CPulse
    InventoryPulse
    MediaMixPulse
    HCPPulse
    ICPulse
    EquityPulse
    RiskPulse
    P2PPulse
    O2CPulse
    InventoryPulse
    FeelThePulse
    Proprietary IP
    Inside the AI Lab: The IP Behind Enterprise AI Delivery

    The AI Lab builds tested frameworks, accelerators, and solution components for repeatable enterprise AI use cases, helping teams move faster from data readiness to deployment, automation, and adoption without starting from scratch.

    Foundation
    1Platform

    The converged data and intelligence platform that everything else runs on. Governs, analyzes, and acts in one place, no tool sprawl.

    40% lower platform build cost · 70% faster data estate

    Data Accelerator
    Data Nexus

    A unified data estate that makes AI work. Low-code ETL, orchestration, and MDM across 100+ sources, with governance and lineage built in.

    100+ sources · pipelines built in minutes, not months

    ML Accelerator
    ML Orion

    A pre-loaded machine learning library covering common enterprise use cases across NLP, prediction, time-series forecasting, and computer vision.

    Skip building models from scratch. Deploy from a library.

    Agent Accelerator
    Agenthood AI

    Create, manage, and scale AI agents without code. A visual, natural-language builder with context-aware recommendations and human-in-the-loop support.

    50+ pre-configured agent templates

    Decision Accelerator
    Insights Portal

    Agent-enabled intelligence that moves past dashboards to decisions, with next-best-action suggestions powered by agents.

    One portal for insight plus the action it implies.

    Interface Accelerator
    P. AI

    Conversational intelligence in plain English, right inside Microsoft Teams. Ask questions, set triggers and reminders, get answers where work happens.

    Natural-language access, no new tool to learn.

    Integration Accelerator
    Wormhole

    The Anaplan integration utility that moves data between Anaplan and the wider data estate, so planning and operational data stay in sync.

    Connects planning in Anaplan to data in Databricks.

    Product Line
    PulseSuite

    Accelerators productized for specific decisions: pricing, promotions, working capital, profitability, and wealth. Five live, more on the roadmap.

    5 live · 7+ in build, all on the same foundation

    Alliances
    The Ecosystem Behind Our AI Innovation

    The Lab's IP is built native into the platforms enterprises already run, and recognized by the analysts buyers trust.

    Anaplan
    Trusted AI Partner

    One of only 7 trusted AI partners globally in Anaplan's Intelligence program, cleared to build AI on the planning platform across finance and supply chain.

    Microsoft
    Managed Partner · Data & AI

    Solutions Partner for Data & AI on Azure with an Analytics specialization. P. AI delivers conversational intelligence inside Microsoft Teams.

    Databricks
    Genie & Lakebase Launch Partner

    Brickbuilder Silver partner building AI-native solutions on the Lakehouse, and an Innovator Sponsor at the Databricks Data + AI Summit 2026.

    Validation
    Industry Awards & Recognition
    Chief Data & AI Officer Awards
    BusinessWorld
    Chief Data & AI Officer Awards
    Top Generative AI Services Providers
    AIM PeMa 'Leaders'Quadrant - 2026
    Top Generative AI Services Providers
    AI 75 Most Innovative Leaders
    Dallas Innovates - 2025
    AI 75 Most Innovative Leaders
    Top Data Engineering Service Providers
    AIM PeMa 'Leaders'Quadrant - 2026
    Top Data Engineering Service Providers
    Data Engineering Company of the Year
    AIM Finkelstein Awards- 2026
    Data Engineering Company of the Year
    Leading AI & Analytics Services Company
    Everest Group - 2024
    Leading AI & Analytics Services Company
    Walkthrough our AI-powered products demos
    Media Highlights
    Polestar Analytics is recognized as a 2025 AI Champion in the prestigious AI 75 list by Dallas Innovates, in partnership with the Dallas Regional Chamber
    AI 75 list by Dallas Innovates
    Polestar Analytics Named a Leader in AIM Research's Top Generative AI Service Providers PeMa Quadrant 2026
    Top Generative AI Service Providers PeMa Quadrant 2026
    Polestar Analytics Raises $12.5M to Advance AI Capabilities & 1Platform for Converged Data Ecosystem
    Advance AI Capabilities & 1Platform
    Polestar Analytics is recognized as a 2025 AI Champion in the prestigious AI 75 list by Dallas Innovates, in partnership with the Dallas Regional Chamber
    AI 75 list by Dallas Innovates
    Polestar Analytics Named a Leader in AIM Research's Top Generative AI Service Providers PeMa Quadrant 2026
    Top Generative AI Service Providers PeMa Quadrant 2026
    Polestar Analytics Raises $12.5M to Advance AI Capabilities & 1Platform for Converged Data Ecosystem
    Advance AI Capabilities & 1Platform
    Research & Thinking
    What the Lab is publishing

    The thinking behind the accelerators, in the open. Playbooks and breakdowns on agentic AI, data readiness, and the platforms the Lab builds on.

    Are You Agent Ready? From Data Chaos to Intelligent Action
    E-book
    Are You Agent Ready? From Data Chaos to Intelligent Action
    Read more
    Agentic AI: Types, Use Cases, and Workflows
    Ebook
    Agentic AI: Types, Use Cases, and Workflows
    Read more
    Databricks Lakebase Explained: The Database Built for Real-Time AI
    Blog - Databricks
    Databricks Lakebase Explained: The Database Built for Real-Time AI
    Read more
    AI Leaders Playbook: The Agentic AI Implementation Guide
    Ebook
    AI Leaders Playbook: The Agentic AI Implementation Guide
    Read more
    Use Cases for the Databricks Data Intelligence Platform
    Blog - Databricks
    Use Cases for the Databricks Data Intelligence Platform
    Read more
    1Platform - Bridging data and AI for success: Why it matters for business
    Blog - 1Platform
    1Platform - Bridging data and AI for success: Why it matters for business
    Read more
    Responsible AI
    Is the Lab's AI safe to deploy at enterprise scale?

    Trust is engineered into the foundation, not bolted on after. Governance, lineage, and human oversight ship with every accelerator.

    Responsible AI
    Governance by default
    In-built governance and master data management, so every model and agent runs on controlled, consistent data.
    Responsible AI
    Full data lineage
    Lineage tracking across pipelines, so any output traces back to its source for audit.
    Responsible AI
    Human in the loop
    Agents built with HITL support. People stay in control of the decisions that matter.
    Responsible AI
    Your stack, your data
    Native to Azure, Databricks, and Anaplan. Data stays in environments you already govern.
    Meet our AI experts
    Sid Poddar
    Sid Poddar

    Chief Product Officer

    Ankit Rana
    Ankit Rana

    Chief Innovation Officer

    Ashwin Kalra
    Ashwin Kalra

    Product Presales Head

    Indrajit Mitra
    Indrajit Mitra

    Data Science Head

    Sid Poddar
    Sid Poddar

    Chief Product Officer

    Ankit Rana
    Ankit Rana

    Chief Innovation Officer

    Ashwin Kalra
    Ashwin Kalra

    Product Presales Head

    Indrajit Mitra
    Indrajit Mitra

    Data Science Head

    FAQ
    Questions buyers and AI engines ask about the Lab

    The Polestar Analytics AI Lab is where the company builds proprietary frameworks and accelerators that turn enterprise data into production AI. Its output includes 1Platform (the converged foundation), accelerators like Data Nexus, ML Orion, Agenthood AI, Insights Portal, P. AI, and Wormhole, and the PulseSuite product line. The point is reusable IP: solve a problem once, ship it faster everywhere

    The core accelerators are Data Nexus (data ingestion and MDM across 100+ sources), ML Orion (a pre-built ML model library), Agenthood AI (no-code agent builder with 50+ templates), Insights Portal (agent-enabled decisions), P. AI (conversational intelligence in Teams), and Wormhole (Anaplan integration). Together they form 1Platform.

    By reusing engineered IP instead of starting from scratch. 1Platform reports 40% lower platform build cost and 70% faster data-estate creation, with 50+ pre-built agents ready to deploy. Projects start from a working foundation, not a blank page.

    Polestar Analytics is one of only 7 Anaplan trusted AI partners globally, a Microsoft Managed Partner for Data & AI, and a Databricks Genie and Lakebase launch partner. Analyst recognition includes Leader in the AIM PeMa Quadrant 2026 and citation in Gartner's RGM Market Guide 2024.

    Yes. Every accelerator ships with governance and master data management, full data lineage, and human-in-the-loop support, running native to the customer's own Azure, Databricks, and Anaplan environments.

    Put the Lab's accelerators on your data

    Bring a decision you want AI to run. We'll show you which accelerators apply and what it takes to ship.

    What best describes your industry?
    Talk to the Lab Explore 1Platform