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Enterprise-Ready Data and AI Products Built for Scale and Speed
Our Products
insightfactory.ai delivers the platform, tools, and automation you need to launch, scale, and operate a modern data and AI program. From the Insight Factory to the Federated Factory, agenticmigration.ai and askif.ai, our product suite transforms how you build, deploy, and manage enterprise-grade solutions. Designed for speed, scalability, and value.
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Data & AI Products That Get You to Production — and Beyond
Our Vision
At insightfactory.ai, our vision is to empower organisations with the fastest, most effective path to scalable Data & AI. Our product suite is designed to help you launch modern platforms in a day, build and deploy end-to-end solutions with speed, and scale them seamlessly across your enterprise. Whether it starts with a single Insight Factory, expands into a Federated Factory, or begins with an AgenticMigration.ai uplift to Lakehouse our product suite is built to accelerate your journey from legacy to leadership in Data & AI.
Our Product Suite
The insightfactory.ai product suite gives you everything you need to launch, scale, and sustain a modern Data & AI program fast.
At the core is the Insight Factory, a fully managed platform that lets you build, deploy, and operate production-grade solutions in your own cloud in under a day.
To scale across your organisation, the Federated Factory connects multiple InsightFactories into a secure, governed mesh, enabling decentralised teams to collaborate with speed and control.
And when you’re ready to modernise, AgenticMigration.ai uses AI-powered agents to automate your migration from legacy systems to a Lakehouse architecture cutting cost, time, and complexity.
Together, these products form a complete foundation for delivering Data & AI at scale.
Everything we build is designed to get your data and AI solutions into production faster and more effectively than anyone else. Our product suite exists to make that process fast, scalable, and sustainable.
Troy Holland - Head of Product
The Insight Factory
A fully managed Data & AI platform that lets you launch, build, deploy, and operate production-grade solutions in your own cloud
The Federated Factory
A mesh of interconnected Insight Factories that enables secure, governed data and solution sharing across business units while preserving local autonomy.
AgenticMigration.ai
An AI-powered migration framework that automates the end-to-end process of moving from legacy systems to modern Lakehouse environments faster, smarter, and at lower cost.
AskIf.AI
AskIf.AI is a secure, conversational AI solution from insightfactory.ai that transforms your organisation’s knowledge and data into accessible, actionable insights through a tailored, ChatGPT-like experience.
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AgenticMigration.AI: AI-Powered Migrations from Legacy to Lakehouse
The Insight Factory is a fully managed Data & AI platform that empowers organisations to launch, build, deploy, and operate enterprise-grade solutions all within their own cloud environment. Deployed in under a day, the Insight Factory eliminates the traditional complexity, cost, and delays of getting to production. With built-in capabilities for data pipelines, AI models, automation workflows, and performance monitoring, it provides a single, unified environment designed for speed, governance, and sustainability. Whether you’re starting your first use case or scaling up, the Insight Factory gets you to production — and keeps you there.
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Federated Factory: Enterprise-Scale Data Sharing with Decentralised Agility
The Federated Factory extends the Insight Factory model across large, distributed organisations, enabling secure, governed collaboration at scale. Each business unit or entity operates its own Insight Factory instance, maintaining full autonomy while seamlessly sharing data, models, and solutions across the federation. Built on Lakehouse principles and powered by technologies like Databricks Unity Catalog and Delta Sharing, the Federated Factory eliminates duplication, enforces governance, and allows you to scale your Data & AI program with both central consistency and local flexibility.
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AgenticMigration.AI: AI-Powered Migrations from Legacy to Lakehouse
AgenticMigration.AI redefines how organisations move from legacy systems to modern data platforms. Built on the Insight Factory our agentic framework automates the migration lifecycle, from data & code ingestion and logic mapping to transpilation, reconciliation, and optimisation. By replacing manual, error-prone processes with intelligent agents, AgenticMigration.AI drastically reduces cost, accelerates delivery, and increases confidence in every migration. Whether you’re moving off a legacy warehouse or modernising ETL, this is the future of data migrations fast, secure, and production-ready.
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AskIf.ai: Conversational AI for Enterprise Knowledge and Insights
AskIf.AI is an agentic solution from insightfactory.ai that delivers a powerful, conversational AI layer across your organisation’s knowledge and data ecosystem. Deployed through our multi-agent framework, AskIf.AI enables a ChatGPT-like experience tailored to your business. Whether it’s querying data models, interpreting policies, navigating procedures, or surfacing web content, AskIf.AI empowers users to interact naturally with organisational knowledge.
Fully integrated with the Insight Factory platform, AskIf.AI ensures secure, governed, and scalable deployment turning fragmented information into accessible insights and enabling faster, smarter decision-making across your enterprise.
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FAQs About Our Data & AI Product Suite
FAQs
Have questions about how insightfactory.ai’s product suite can transform your Data & AI capabilities?
Can I have a Federated Factory without an Insight Factory?
A Federated Factory is simply a secure, governed network of interconnected Insight Factories. There’s no distinction between the two, federation is the next step after deploying an individual Insight Factory in your organisation to enable decentralised teams to collaborate at scale.
How does pricing change between Insight Factory and Federated Factory?
The pricing model remains subscription-based, with only nominal cost increases for each additional Insight Factory added to your Federation. We avoid replicating full costs, making it commercially viable for organisations to scale. This ensures that federated deployment essential for larger or decentralised programs is simple and cost-effective to adopt.
How does AgenticMigration.ai work with the Insight Factory?
AgenticMigration.ai is built to run on top of the Insight Factory platform. Insight Factory acts as the backbone ingesting and storing both data and legacy code while the AgenticMigration.ai framework analyses the codebase, maps logic, and builds new production lines inside Insight Factory. These migration production lines can then be deployed and supported using Insight Factory’s built-in deployment and operate capabilities. In federated environments, data and outputs can be securely shared across Insight Factories using governed factory-to-factory sharing via Unity Catalog and Delta Sharing.
Does insightfactory.ai offer other products beyond the core platform?
Yes. In addition to the Insight Factory, Federated Factory, and AgenticMigration.ai, insightfactory.ai has developed a suite of specialised solutions that sit on top of the Insight Factory core. These include capabilities such as Master Data Management, Spend Insights & Modelling, Credit Golden Records & Deduplication, and more. Each solution is built to extend the core platform and deliver targeted value across common enterprise data and AI needs.