AI Integration for Existing Business Software
Tech Nova AI helps UK companies add useful AI capability to existing .NET, Python, SQL Server, cloud and API-based platforms. We focus on business outcomes: faster information retrieval, better document processing, internal AI assistants, workflow automation and smarter operational systems.
Our delivery model is B2B and engineering-led. We do not just prototype AI demos; we design, integrate and deploy maintainable solutions that can connect with current applications, databases, documents, portals and cloud services.
B2B AI Delivery
Enterprise AI & RAG
API Integration
Cloud-Ready AI
Enterprise AI Integration Services
We combine AI engineering with enterprise software delivery, helping organisations move from AI ideas to production-ready systems.
RAG & Knowledge Systems
Secure retrieval-augmented generation for documents, policies, reports and internal knowledge bases.
Document Intelligence
OCR, metadata extraction, summarisation and semantic search for PDFs, forms and archive records.
AI Assistants
Internal and customer-facing assistants connected to business data, portals, CRM and workflow tools.
Workflow Automation
AI-enabled automation for repetitive tasks, information discovery, triage and operational decisions.
AI Digital Archive and Knowledge Retrieval
We build AI-powered digital archive and knowledge retrieval platforms that turn business documents into searchable, structured and useful information. This includes OCR, metadata extraction, summarisation, semantic search, vector databases and RAG-enabled question answering.
These solutions are useful for legal, finance, operations, compliance and internal knowledge teams that need faster access to information held across PDFs, reports, forms, policies and historic records.
Document AI
Semantic Search
OCR & Extraction
RAG Knowledge Base
Intelligent Assistants for Teams and Operations
We create AI assistants that help teams find information, summarise documents, answer internal questions, support customers and automate repetitive workflows. These assistants can be connected to company data, websites, document stores, CRM systems, booking platforms and internal portals.
Our approach combines AI capability with strong software engineering, so the final solution can be maintained, monitored, deployed and integrated with existing business systems.
AI Assistants
Workflow Automation
OpenAI Integration
Secure Deployment
From AI Idea to Production Integration
We use a clear delivery approach so AI work is scoped, integrated, tested and handed over properly.
1. Discovery
We review business goals, systems, data sources, workflows and integration constraints.
2. Architecture
We design the AI workflow, retrieval strategy, API structure, cloud setup and security model.
3. Build & Integrate
We develop the AI features, connect systems, test outputs and prepare deployment pipelines.
4. Deploy & Handover
We support deployment, documentation, monitoring, training and production readiness.
AI and Software Technologies We Work With
We select the right stack for each project, with strong experience across Microsoft, Python, cloud and modern AI tooling.
B2B AI Delivery with Enterprise Engineering Depth
Many AI projects fail because they are treated as isolated experiments. We combine AI capability with full-stack engineering, cloud deployment, database design and integration experience.
B2B Delivery ModelSenior Engineering
.NET, Python, APIs, SQL, cloud, DevOps and production software experience.
Company-Led Delivery
B2B project delivery focused on scope, outcomes, milestones and technical quality.
AI + Business Systems
AI features integrated into real workflows, not disconnected proof-of-concepts.
Cloud Ready
AWS, Azure, Docker, CI/CD and scalable deployment practices for modern systems.
Common Questions About AI Integration
Can AI be added to our existing .NET or cloud system?
Yes. We can integrate AI features into existing .NET, Python, SQL Server, API-based and cloud platforms without replacing the whole system.
Do you build RAG and semantic search systems?
Yes. We design RAG pipelines, vector search, document retrieval and AI question-answering workflows for business knowledge and document collections.
Can you work with Azure OpenAI or OpenAI API?
Yes. We can work with OpenAI, Azure OpenAI and open-source LLM options depending on your security, cost and deployment requirements.
Is this suitable for B2B project delivery?
Yes. Tech Nova AI works as a UK B2B software and AI consultancy, focusing on defined outcomes, scoped delivery and production-ready implementation.
Request a Free Technical Consultation
Tell us about your AI idea, current software, document workflow or automation requirement. We will review the opportunity and respond with the next practical steps.
Your enquiry is used only to respond to your project request.