01Start with feasibility, not a pilot nobody uses
AI consulting services here begin with AI feasibility consulting: is this a problem a language model is actually good at, and is the data in a state to support it? Then AI proof of concept development on your real data before anyone commits to a platform. As an AI development company we would rather tell you a rules engine solves it for a tenth of the cost. AI for small business and AI implementation services for larger teams follow the same rule — smallest thing that works, measured, then extended.
02LLM and generative AI integration
LLM integration services and large language model consulting across the major providers, including OpenAI API integration and ChatGPT integration for business inside your existing systems. Generative AI integration and AI content generation integration where volume is the bottleneck. Prompt engineering services and AI model fine-tuning services when off-the-shelf output is close but not reliable enough — and we will tell you which of the two your problem actually needs.
03Chatbots and assistants that do not embarrass you
Custom chatbot development and AI chatbot development services grounded in your own content, so answers are sourced rather than invented. A customer support chatbot that deflects the repetitive tickets and hands over cleanly when it should. AI virtual assistant development and conversational AI development for internal teams — the assistant that knows your process, not the internet's.
04Knowledge, search and RAG
RAG application development and retrieval augmented generation services so answers come with citations from your documents. Vector database integration, semantic search development and AI-powered search implementation to replace keyword search that never found anything. An AI knowledge base assistant over your policies, contracts or product docs — which for most companies is the highest-return AI project available and the least glamorous.
05Documents and data pipelines
AI document processing and document AI automation for invoices, forms, contracts and the PDFs somebody currently retypes. AI data extraction services with confidence scoring, so low-certainty records route to a human instead of quietly entering your database wrong. Data pipeline automation to keep the whole thing fed.
06Agents, and knowing when not to use one
AI agent development and autonomous AI agent services for multi-step work, with AI workflow orchestration underneath so runs are traceable, retryable and auditable. Agents fail badly when unsupervised, so ours validate their own output before it counts — the pattern we proved on Figma-Forge. Where a deterministic workflow would do the job, we build that instead.
07Automation without the AI, where that is the honest answer
Business process automation services, workflow automation services and intelligent automation services covering the unglamorous middle: no-code automation setup, Zapier and Make automation, API automation services, email automation setup, CRM automation services, sales process automation and marketing automation setup. A large share of what gets asked for as AI is a well-built integration that never breaks.
08How the engagement works
A fixed-fee proof of concept first, then a build once the value is demonstrated. You can hire AI developers as a dedicated AI team, or engage us as an AI automation consultant to assess what is worth doing before you spend. As an AI automation agency USA, UK and EU clients get the same engineers. Everything ships as scalable microservices with monitoring and cost controls, not fragile one-shot scripts — and we tell you the running cost per month before you commit.
