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Get your AI & Machine Learning Solutuions to Production
AI Services
insightfactory.ai delivers enterprise-grade AI and machine learning solutions built exclusively on the Insight Factory platform. From Machine Learning to Generative AI to NLP and computer vision, we rapidly deploy and manage high-performance models that drive measurable outcomes at scale.
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AI Solutions Engineering Team at insightfactory.ai: Experts in Building, Deploying, and Scaling Enterprise AI
Expert AI Solutions Engineering Team
At insightfactory.ai, our team of expert AI solutions engineers brings deep, hands-on experience across generative AI, computer vision, machine learning, and natural language processing. With years of real-world delivery behind them, our engineers don’t just build models they deploy, operate, and support AI solutions, ensuring lasting business impact.
Whether you’re exploring AI for the first time or scaling mission-critical systems, have an insightfactory.ai expert team working alongside you—focused on delivering value from day one.
Need an AI Solution built, speak to insightfactory.ai
insightfactory.ai: AI That Makes It to Production
At insightfactory.ai, our mission is simple: get AI and ML solutions into production and keep them there. While over 90% of models across the industry fail to reach production, over 90% of our models do. Why? Because everything we do—from design to deployment—is engineered for real-world delivery, sustainability, and long-term impact.
With insightfactory.ai, you don’t just get experiment you get results, in production, at scale.
At insightfactory.ai, our core focus in AI and Machine Learning is clear, get high-quality, resilient solutions to production, fully sustained and built to last. No hype. Just real outcomes, delivered at scale.
Dr. Mauricio Soto - Head of AI
90%+ Production Success Rate
While most AI projects stall before reaching production, over 90% of models delivered by insightfactory.ai make it to production fully deployed, supported, and delivering measurable outcomes.
Global Team, Real-World Impact
Our team of AI solution engineers brings deep domain expertise and hands-on experience across industries delivering scalable, reliable AI solutions that create lasting value.
Deep Experts in the Insight Factory Ecosystem
Our team of AI solution engineers works exclusively within the Insight Factory platform and its ecosystem, making them true specialists in the tools, technologies, and frameworks we deploy. This deep focus enables us to build, deploy, and operate AI solutions significantly faster—with greater reliability and impact across industries.
Built to Build: AI-Ready from Day One
The Insight Factory platform is designed to simplify the build process for AI and ML solutions. With access to best-in-class tools, pre-configured environments, and reusable components—all through a simple, user-friendly interface—you can rapidly design and assemble everything needed for enterprise-grade AI. No heavy setup, just streamlined solution building from the start.
End-to-End Production Support
We don’t walk away after go-live. We offer ongoing support for ML and LLM workloads, including retraining, monitoring, and performance optimisation ensuring your models stay healthy and effective in production.
Simplified Solution Deployments
Our AI and ML solutions are fully integrated with the Insight Factory “Deploy” capability, enabling easy, reliable deployment through a robust, production-grade software development lifecycle. What’s often complex and brittle, we’ve made simple, so your AI projects move confidently from development to production without the friction.
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Generative AI & Agentic Frameworks: Intelligent Automation and AI-Driven Innovation
GenAI & Agents
Generative AI and agentic frameworks are transforming how organisations automate, decide, and create. At insightfactory.ai, we design, build, deploy, and operate production-grade AI solutions using large language models and intelligent agents—at scale.
Our experience includes:
- Working with LLMs and fine-tuning for domain-specific use
- Autonomous agents for workflow automation and decision support
- Conversational AI and enterprise chatbots
- Semantic search and summarisation
- AI-driven content generation
All solutions run on our proprietary Insight Factory platform secure, scalable, and built for measurable business impact.
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Machine Learning & Predictive Analytics by insightfactory.ai: Scalable AI Models That Drive Business Impact
Machine Learning
insightfactory.ai designs, builds, and operates machine learning solutions that deliver real-world impact. Deployed through our Insight Factory platform, these models are production-ready, scalable, and can be fully managed.
Our capabilities include:
- Predictive maintenance to reduce downtime
- Customer churn modelling for improved retention
- Risk modelling and scenario planning
- Demand forecasting and supply chain optimisation
- Fraud detection and anomaly analytics
- Recommendation engines for personalisation
We turn data into decisions fast, reliable, and at enterprise scale.
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Computer Vision Solutions by insightfactory.ai: Automate Visual Insight at Enterprise Scale
Computer Vision
Computer vision is enabling automation and insight in environments where visual data is critical. At insightfactory.ai, we build, deploy, and operate computer vision solutions that enhance safety, quality, and operational efficiency.
Our work includes:
- Real-time object detection and tracking
- Video analytics for compliance and monitoring
- Image classification and auto-tagging
- Defect detection and visual anomaly recognition
All solutions are delivered through our Insight Factory platform scalable, secure, and ready for enterprise deployment.
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Natural Language Processing by insightfactory.ai: Extract Insights and Automate Understanding
Natural Language Processing
At insightfactory.ai, we design, deploy, and operate NLP solutions that extract meaning, automate tasks, and drive smarter decisions from unstructured text.
Our capabilities include:
- Sentiment analysis and customer insight extraction
- Intelligent document processing and data extraction
- Topic modelling and text classification
- Conversational interfaces and virtual assistants
All solutions are powered by our Insight Factory platform secure, scalable, and built for enterprise-grade performance.
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FAQs About AI Services from insightfactory.ai
FAQs
Have questions about how insightfactory.ai delivers AI and machine learning solutions? Explore answers to common queries about our platform, process, and real-world results. We’re here to help you move from experimentation to production with confidence.
What makes insightfactory.ai different from other AI Solution providers?
Unlike typical vendors that focus on experimentation or body-shop delivery models, insightfactory.ai is a product-enabled organisation. Our AI solutions are built, deployed, and operated exclusively on the Insight Factory platform a secure, scalable environment with everything needed for real-world AI & Machine Learning: integrated LLM/MLOps frameworks, deployment pipelines, monitoring, support, and governance.
Our team of AI solution engineers only works on the Insight Factory, making them true experts in the platform and toolset. This tight integration means we move faster, deliver more reliably, and support solutions over the long term.
We take a production-first approach to every project. Our goal isn’t proof-of-concept it’s value in production, and our track record proves it: 90%+ of our AI and ML models make it to production, fully supported and delivering lasting business impact.
How do I work with insightfactory.ai to build an AI-enabled solution?
Working with insightfactory.ai means partnering with a team that brings a robust, end-to-end delivery framework that is purpose-built to take your AI or ML initiative from initial concept to production-ready solution.
It starts with our analytic translators, who work closely with you to deeply understand your business problem and translate it into a clear, technically actionable AI use case. From there, our data engineers, AI solution engineers, and front-end specialists collaborate to design, build, and deploy the right solution whether it’s a predictive model, a generative AI assistant, or an intelligent automation workflow.
Our team operates entirely within the Insight Factory platform, and our delivery process is underpinned by a proven framework that covers every step: scoping, prototyping, validation, testing, deployment, and long-term support. Whatever your use case, we guide you from idea to fully operational, production-grade AI solution secure, scalable, and built to deliver real business value.
Do you offer custom AI solutions for our industry?
Absolutely. At insightfactory.ai, we’ve delivered a wide range of AI and machine learning-enabled solutions across diverse industries, including mining, engineering, utilities, government, healthcare, finance, and more. Our team has deep cross-sector experience, and we understand the unique challenges and opportunities each domain presents.
We don’t believe in one-size-fits-all. Our approach is to understand the business problem first, then assess and recommend the most appropriate modelling techniques or AI architecture whether that’s machine learning, natural language processing, computer vision, or generative AI.
Every solution is tailored to your context, integrated with your existing systems and workflows, and built to meet your goals around performance, compliance, scalability, and long-term sustainability. We work closely with your team to ensure the solution we deliver is the right one—and that it delivers real, measurable value.
What’s included in your production support services?
Our production support includes ongoing monitoring, retraining, performance tuning, issue resolution, and governance of ML and LLM workloads. We ensure your models remain accurate, secure, and effective over time. Our MLOps and LLMOps experts act as an extension of your team, keeping your AI investments stable and future-proof.
How fast can we get an AI solution live?
Thanks to our Insight Factory platform and pre-built delivery accelerators like FactoryML, we can move from design to deployment quickly, depending on complexity.
Our blueprints, pipelines, and infrastructure automation drastically reduce setup time and technical risk, getting you to value faster.
Can InsightFactory support both LLMs and traditional ML models?
Yes. We work across the full spectrum of AI, including generative AI with large language models (LLMs), traditional machine learning, computer vision, and NLP. Whether you need a conversational agent, a predictive model, or a custom vision pipeline, we design, build, and operate solutions tailored to your goals all delivered through the Insight Factory platform.
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Insight Factory News
Thought Leadership from insightfactory.ai
Engage with the latest insights, updates and news from insightfactory.ai.
