❖ Capability

LLM Applications & Copilots

AI features your users actually use.

We design and build LLM-powered product features and internal copilots: drafting, summarising, extracting, classifying and conversing, with the UX, streaming, feedback loops and cost profile that make them work at scale.

Typical use cases

Challenge. Users struggle with complex workflows in your software.

What we build. A context-aware copilot that explains, fills forms and performs actions inside your app, with undo and clear previews.

Challenge. Invoices, forms and emails are keyed in manually.

What we build. LLM extraction into validated JSON schemas with confidence scores and human review for edge cases.

Challenge. Teams produce the same proposals and product copy over and over.

What we build. Brand-aligned generation grounded in your product data, with approval workflow and tone controls.

Examples

Use cases with LLM Apps & Copilots.

Finance & Insurance KYC / AML analyst copilot Speed up customer due diligence while keeping every decision explainable. LLM Apps & CopilotsRAG & SearchEU AI Act & Governance Open → Healthcare & Life Sciences Clinical documentation assistant Turn doctor–patient conversations into structured notes. Voice AILLM Apps & CopilotsEvals & Guardrails Open → Retail & E-commerce Conversational shopping assistant Help shoppers find the right product in natural language, on site and in AI assistants. RAG & SearchLLM Apps & CopilotsMCP Servers Open → Retail & E-commerce Product content & imagery at scale Generate descriptions, attributes and lifestyle images for thousands of SKUs. Image & VisionFine-tuningLLM Apps & Copilots Open → Manufacturing & Logistics Shipping document automation Process CMRs, invoices and customs documents automatically. LLM Apps & CopilotsImage & VisionAI Agents Open → Retail & E-commerce Microsoft Fabric analytics + Copilot for retail One platform for sales analytics, demand forecasting and natural-language reporting. Data & AI PlatformsData for AILLM Apps & Copilots Open →

Next step

Let's talk about your AI system.

A free 30-minute call with an Engagement Lead or AI Architect. You'll leave with a clearer view of options, risks and cost, whether or not we work together. Your case doesn't need to fit any box on this site; just tell us what you're facing.

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