>
Enterprise Agentic Solutions Powered by Generative AI
Agentic AI Services
insightfactory.ai delivers agentic solutions through dedicated Agent Engineers who design, deploy, and manage intelligent agents using the latest in generative AI. Built on the Insight Factory platform, every solution is secure, scalable, and built to automate complex workflows and drive measurable productivity.
>
AI Agents Driving Enterprise Efficiency and Scalable Transformation
Agentic AI Services
Agentic AI is reshaping the enterprise and insightfactory.ai is leading the charge.
At insightfactory.ai, we design, build, and operate intelligent AI agents that reason, decide, and act unlocking new levels of productivity, responsiveness, and scale. Delivered by our specialist Agent Engineers and powered by the Insight Factory platform, our solutions combine cutting-edge generative AI with enterprise-grade orchestration and governance.
Across industries, our agentic solutions are streamlining processes, augmenting teams, and transforming how work gets done.
Why insightfactory.ai?
insightfactory.ai combines expert agent engineers with a powerful Data & AI platform to build and deploy production-grade agentic solutions. We leverage the latest generative AI technologies to deliver scalable, secure, and governable agents. Built on the Insight Factory platform, our solutions offer orchestration, monitoring, and lifecycle automation. From workflow automation to decision intelligence, we help you move to real-world impact fast.
With over 20 years in data and AI, I’ve never seen a shift as powerful as agentic solutions. They’re already transforming how businesses operate and it’s only the beginning. At insightfactory.ai, we’re building the platform and services to drive this revolution over the next five years.
Peter Inge - Co-founder & CEO insightfactory.ai
Built for Production
We don’t just prototype we deliver enterprise-grade agents built to scale. From governance to monitoring, our platform ensures your solution is robust, secure, and production-ready.
Expert Agent Engineers
Our expert team specialises in agentic design and deployment using LLMs, orchestration, and multi-agent frameworks bringing deep technical expertise to every solution.
Proven in Production
insightfactory.ai has real agent solutions live in production today, delivering measurable value for clients across the globe. As one of the few providers with scaled, operational agent deployments, we bring real experience to every engagement.
Enterprise-Grade AI
We work with the latest agent frameworks, LLMs, vector stores, and RAG frameworks to build intelligent, context-aware agents tailored to enterprise environments.
Unified Platform Advantage
While we harness the latest agentic frameworks, LLMs, and RAG techniques, every solution runs on the Insight Factory platform. Beyond just building agents, Insight Factory also supports the full lifecycle: ingesting, storing, engineering, enriching, and consuming data ensuring your agentic solutions are deeply integrated, sustainable, and production-grade from day one.
Fast to Value
Leverage the latest agent frameworks and orchestration strategies to move rapidly from prototype to production. Our accelerators and proven delivery model ensure your agentic solution is fully supported, scalable, and built for long-term success.
>
Enterprise Agentic Solutions with Lean-to-Agentic Framework
Lean-to-Agentic Framework
At insightfactory.ai, our Agentic Solution Services are developed using our own Lean-to-Agentic Framework, a unique approach that fuses Lean Six Sigma discipline with data, AI, and agentic technologies. This framework identifies the right candidates for automation, eliminates waste, and optimises processes before layering in enterprise-grade agentic solutions. By thinking holistically about process and technology, we ensure every solution is production-ready, impactful, and scalable… helping organisations unlock end-to-end automation and create measurable business value.
>
whatif.ai: Conversational AI for Enterprise Knowledge and Insights
AskIf.AI: The Future of 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.
>
AI-Powered Email and Service Desk Automation for Smarter Communication Workflows
Service Desk, Email, & Communication Triage
Orchestrates responses and routing of high-volume communication.
Examples of our work:
- IT or customer service desk automation
- Email classification and ticket generation
- Response suggestion or drafting
- Meeting scheduling and follow-up automation
- inbox triage
>
Automated Document Intelligence & Processing with AI
Document Intelligence & Processing
Accelerate document-heavy processes with AI agents that extract, understand, and act on complex content.
Examples of our work:
Document ingestion & classification
Entity extraction & structuring
Natural language interpretation
Workflow automation & routing
>
How We Deliver Agentic AI Solutions for Enterprise Impact
FAQs
Got questions about agentic solutions and AI-driven automation?
Our FAQ covers what they are, how they work, and how insightfactory.ai helps bring them to life. Explore practical answers to help you understand the impact, integration, and scalability of our solutions.
What technologies do you use when building and deploying agent frameworks?
We use a modern, modular tech stack built around the latest in agentic architecture and generative AI. Our frameworks commonly include LangChain, LangGraph, and LangSmith, RAG (Retrieval-Augmented Generation), Azure OpenAI services for scalable, secure access to leading LLMs. We also leverage Databricks heavily and incorporate other open-source LLM’s and components where they add value.
With the rapid pace of innovation in this space, insightfactory.ai continuously explores and tests emerging technologies to enhance how we build, deploy, and operate agentic solutions. This ensures our clients always benefit from the best tools available.
How long does it take to get an agentic solution into production?
Timelines vary based on the complexity of the process being automated and the level of clarity around the target use case. For well-defined, high-impact processes, clients can see their first production-ready agent live in a matter of weeks.
Where processes are more complex or require deeper discovery, the timeline may extend to several months particularly if integration or orchestration requirements are significant.
If your organisation already has the Insight Factory platform deployed and integrated with your key data sources, we can move exceptionally fast from concept to production deployment in a compressed timeframe.
Our proven delivery model, reusable accelerators, and platform-native tooling allow us to scale agentic solutions quickly, securely, and with lasting value.
Can you integrate agents into our existing systems and workflows?
Yes. Our agentic solutions are designed for seamless integration with your current tech stack whether through APIs, messaging platforms, databases, or other enterprise tools.
The Insight Factory platform enables both upstream and downstream connectivity sourcing data from your systems and, where required, writing back into them.
Whether it’s using your mail graph, business databases, or third-party tools, our integrations are built to operate within your existing environment without disruption.
What sets insightfactory.ai apart is our service-led approach: our teams work closely with you to understand the process you’re targeting for automation. From there, we help design, build, deploy, and integrate your agentic solution in a way that aligns with your business goals ensuring the solution works, fits, and delivers measurable value.
How do you ensure security and governance with AI agents?
Security, governance, and observability are foundational to every solution we deliver. The Insight Factory platform is deployed directly into your organisation’s cloud environment under your control, using your approved infrastructure, and aligned to your enterprise security standards.
Our solutions operate entirely within your organisation’s cyber framework, leveraging approved architectural components, tools, and data handling practices. All data remains within your environment, governed by Insight Factory’s platform-level controls enforcing strict access control, logging, monitoring, and audit trails for both data pipelines and agent actions.
We comply with all relevant data protection regulations and corporate governance policies. Every Insight Factory implementation is reviewed by your enterprise architecture, security, and cyber teams prior to deployment, ensuring alignment with your internal standards. This is not a SaaS solution it’s a fully governed, in-environment deployment designed to meet your organisation’s security, compliance, and operational requirements from day one.
What types of problems are best suited for agentic automation?
Agentic solutions are ideal for automating high-volume, repetitive, or cognitively intensive tasks such as document processing, email triage, customer support, data remediation, and cross-system orchestration. If it’s manual, rules-based, or involves repeated decision logic, agents can often improve it at scale.
But automation alone isn’t enough. At insightfactory.ai, we don’t deviate from the fundamentals of good process design. Our team brings deep experience in Lean and Six Sigma, working to understand the end-to-end process, identify inefficiencies or waste, and define how automation should enable measurable improvement. Agentic solutions are deployed not in isolation, but as a targeted lever within an optimised and reimagined process ensuring that the automation delivers real, sustainable impact.