From brief to integrated AI, designed for stability and scale
Growcreate designs and develops intelligent features and automation that fit seamlessly into your .NET and Azure ecosystem. We aim to modernise your digital estate without rebuilding your existing platforms.
We focus on the value you can measure and improvements your teams can trust. We design every solution around GDPR, ISO27001, Azure OpenAI, and Microsoft governance frameworks and secure engineering patterns that support long-term change.
We work across sectors, specifically with organisations in finance, membership, healthcare, and professional services, where data protection, compliance, and reliability matter. The experience shapes how we approach AI, so it feels familiar yet creates meaningful improvements across your operations.
Business outcomes of modern AI development
AI development is about creating long-term momentum across your organisation.
According to McKinsey, organisations that integrate AI into existing systems—not standalone pilots—achieve up to 3× higher productivity impact.
Growcreate helps you start building intelligent systems that deliver value today and evolve for tomorrow.
Accelerate delivery of intelligent features
Introduce AI assistants, search and workflow automation that improve user experience and internal efficiency.
Preserve data integrity and governance
Azure governance, audit trails and permission-aware retrieval protect your information and maintain compliance.
Reduce operational load
Automate predictable tasks, remove bottlenecks and streamline complex workflows across teams.
Improve performance and reliability
Modern Azure architectures enhance speed, stability and service quality under real-world conditions.
Strengthen security and compliance
Solutions engineered to ISO 27001, GDPR, FCA and Microsoft security standards support responsible AI adoption.
Enable continuous innovation
Flexible architecture and lifecycle support keep your AI systems ready for new capabilities and evolving goals.
AI solutions we we focus on for Microsoft and .NET teams
AI Agents & Agentic Automation
Intelligent agents that can be designed to execute tasks, manage workflows and interact with your systems using Azure-native security.
- Can automate document, data and approval workflows
- Can run multi-step business processes with guardrails
- Designed to integrate with internal APIs, CRMs and .NET apps
Document Intelligence & Content Automation
AI designed to read, extract and transform documents inside your .NET environment.
- Can generate automated summaries, translations and rewrites
- Can support policy, contract and case-file comparison
- Email/document classification with optional OCR extraction
AI Chatbots & Virtual Assistants
Conversational assistants powered by Azure OpenAI, which can be deployed across portals, apps and customer-facing systems.
- Can support customer, member and patient support bots
- Internal help desk and operational assistants that streamline common requests
- Secure identity-aware chat aligned with Azure AD
AI Workflow Automation
AI enabled workflows designed to automate repetitive tasks and operational processes using Azure Functions, Logic Apps and .NET orchestration.
- Can support event-driven workflows and approvals
- Intelligent data validation and enrichment powered by AI
- CRM/ERP process automation with optional AI routing
Natural Language & Semantic Search
Modern search designed to understand intent, context and permissions—built on Azure AI Search.
- Natural language search across your systems and content
- Vector and semantic search using embeddings
- Permission-aware retrieval aligned with Azure AD
LLM Fine-Tuning & Model Optimisation
Custom GPT models that can be tuned to your domain, with full governance and lifecycle control.
- Ability to fine-tune models on private datasets
- Support for evaluation, monitoring and versioning models in Azure ML
- Design of guardrails, safety layers and prompt controls
RAG Pipelines & Knowledge Systems
End-to-end RAG (Retrieval-Augmented Generation) architectures designed to deliver reliable, contextual answers from multiple data sources.
- Content ingestion, chunking and embedding pipelines built on Azure
- Secure vector search with metadata optimisation
- Multi-source knowledge orchestration mapped to your digital estate
AI Proof-of-Concept (PoC) Development
Rapid experimentation designed to help validate AI before scaling, built on Microsoft’s Responsible AI framework.
- Feasibility & use-case assessment to guide early decision making
- Prototype retrieval and orchestration pipelines
- Clear go/no-go guidance supported by ROI indicators
Why Microsoft and .NET teams exploring AI work with Growcreate
Modern AI development requires a partnership built on trust and proof.
Growcreate combines deep Microsoft engineering with a practical, people-first approach that keeps AI adoption clear and dependable.
Azure-first AI engineering
We plan and implement AI solutions around Azure OpenAI, Azure AI Search, Azure Functions, and Microsoft governance frameworks.
RAG and vector search capability
We design intelligent search powered by modern RAG pipelines, embeddings and structured content ingestion.
.NET and Microsoft expertise
Drawing on our .NET expertise we integrate AI into new and legacy .NET systems, CMS platforms and complex digital estates.
High-trust delivery
Our work supports financial services, wealth management, membership organisations and healthcare providers.
Secure, compliant and auditable solutions
Permission-aware design, encrypted data paths and clear audit trails support high-trust environments.
Support. Enhance. Evolve. for long-term success
Your AI systems continue to improve through a structured care programme that maintains high performance and tight security.
How Growcreate compares
Choosing the right partner matters. Many providers can experiment with AI. Our focus is on integrating it responsibly into complex Microsoft environments.
| Criteria | Growcreate | Typical AI Provider |
|---|---|---|
| Scope | AI development, integration and automation focused on .NET and Azure | General AI consulting without platform depth |
| Engineering | C#, .NET 8, Azure Functions, Azure OpenAI, Azure AI Search | React, Python and assorted tools with limited Microsoft expertise |
| Governance | Azure governance, audit trails, permission-aware retrieval | Generic model integration without compliance focus |
| Security | ISO 27001 and GDPR inform our approach at every stage | Basic security patterns and limited auditability |
| Delivery | Structured, low-disruption integration into existing systems | Isolated prototypes that rarely reach production |
| Future roadmap | Support, Enhance and Evolve for AI lifecycle | Project ends at delivery with no long-term plan |
With Growcreate, AI development becomes a stable engine for performance, governance and long-term value.
"By understanding how your people and systems operate, we design AI that removes friction, releases new opportunities and gives your team the confidence to move forward."
Jeroen Wijdeven, CTO, Growcreate
Problems we solve
AI should remove friction, strengthen operations and make information easier to access. Many organisations face challenges that slow delivery and limit impact.
- Manual processes overwhelm teams
- Data lives in disconnected systems
- Legacy .NET platforms block AI innovation
- Security and compliance concerns slow projects
- Applications struggle under load
- Lack of long-term planning increases risk
What’s included in AI development
Each project includes clear, predictable and secure delivery attributes.
Project cost
Transparent pricing and tracking give you predictable budgets and measurable ROI from day one.
Secure Azure deployment
We implement Azure governance, identity and content filtering to maintain trust and compliance.
Governance and auditability
Clear decision trails and safety controls help you maintain oversight.
AI model selection and architecture
We define the right model, retrieval pattern and orchestration strategy based on your goals and data readiness.
Long-term support
Our Support, Enhance and Evolve programme keeps your AI systems secure and performing well.
Data ingestion and readiness
Structured ingestion, transformation and validation ensure your information is accurate and secure.
Integration with .NET systems
Design features to fit naturally into your existing architecture without disruption.
A Lifecycle Model Built for Azure & .NET AI
Support.
Keep your AI systems secure, stable and monitored.
Enhance.
Add new features, workflows and improvements as you scale.
Evolve.
Future-proof your AI estate with a long-term roadmap and model upgrades.
Related AI development services
AI software and platform development
Create intelligent features that slot naturally into your .NET applications.
We design and develop AI assistants, generators, classifiers and automated logic that improve user experience and streamline work across your organisation.
What we deliver
- C#, .NET 8 and Azure Functions engineering
- AI assistants and conversational interfaces
- AI-driven content generation and classification
- End-to-end delivery from discovery to deployment
- Scalable performance under enterprise load
- Secure model integration with auditability
- Cross-platform compatibility across web and mobile
- Lifecycle management and structured updates
AI integration for Microsoft and .NET systems
Add responsible, secure and scalable AI to your existing digital platforms.
We integrate Azure OpenAI, Azure AI Search, and automation into your existing systems without requiring a rebuild.
What we deliver
- Platform-native Azure and .NET integration
- AI enablement for ERP, CRM, Umbraco and custom systems
- Azure governance, identity control and compliance
- Low-disruption deployment inside live environments
- API federation and orchestration across services
- Support for high-trust and regulated sectors
- Safety layers, guardrails and permission controls
- Upgrade paths for future AI capability
AI search, knowledge and workflow automation
Enhance access to information and alleviate operational burdens across teams.
We build retrieval augmented generation (RAG), vector search and workflow automation that help teams work faster and make better decisions.
What we deliver
- RAG pipelines with vector search and embeddings
- Knowledge architecture and ingestion across sources
- Semantic search powered by Azure AI Search
- Workflow automation using Azure Functions and Logic Apps
- Multi-source data synthesis with contextual answers
- Auditability and transparent decision trails
- Task automation agents for routine processes
- Efficiency improvements across operations
Related case studies
AI-driven translation and localisation across global markets
Pioneering multilingual content automation using Azure AI.
- AI Translation – Automated localisation tuned for specialist automotive language
- Workflow Intelligence – Hybrid AI + human editing for precision and tone
- Scalable Delivery – Unified translation process for faster global publishing
Faster localisation, consistent brand voice, and lower operational overhead.
Smarter editing with AI in Umbraco
Embedding Azure-powered intelligence into the editorial workflow.
- AI Toolkit for Umbraco – Content and metadata generation built into your CMS
- Azure AI Foundry Integration – Secure, configurable, and production-ready
- Editorial Empowerment – Maintain tone, quality, and consistency across languages
Faster publishing, consistent tone, and accessible content all within Umbraco.
AI development FAQs
It means integrating AI into your existing systems with transparent governance, secure patterns and predictable behaviour.
Yes. We specialise in AI integration for .NET 8, Azure and enterprise Microsoft platforms.
We design permission-aware retrieval, encrypted pipelines and controlled ingestion workflows.
Azure OpenAI, Azure AI Search, Azure Functions, .NET 8, C#, embeddings, vector search and Logic Apps.
Your systems evolve through our Support. Enhance. Evolve. programme.
We’re a Microsoft and .NET engineering partner that’s expanding into AI development and integration. Our strength lies in combining our existing expertise in Azure, .NET and digital platforms with responsible AI practices, so we can move at a pace that matches your risk profile.
Support. Enhance. Evolve.
Your AI systems should move as fast as your business. Growcreate keeps them secure, scalable and ready for the future.
