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Generative AI builds systems that produce text, images, code or structured output rather than only classifying data. We build these on foundation models from Anthropic, OpenAI and Google, tuned to your brand voice and grounded in your own content so the output is usable rather than generic.
Build with the most powerful creative AI — tuned to your brand and data.
LLM fine-tuning and prompt engineering
Custom AI content generation pipelines
Multi-modal generation (text, image, code)
Brand-safe output guardrails and moderation
Automated report and proposal generation
Product description writing at e-commerce scale
Internal code generation assistants
Personalized marketing content at scale
Traditional machine learning predicts a value or a label: will this customer churn, is this transaction fraudulent. Generative AI produces new content, such as a draft, a summary, an image or a block of code. They solve different problems, and most production systems end up using both together.
Not if it is built correctly. Enterprise API tiers from the major providers contractually exclude your data from model training. For stricter requirements we deploy open-weight models inside your own network so no data leaves your infrastructure at all. Access control belongs in the retrieval layer, so the system cannot surface a document to someone not entitled to read it.
Ground it in retrieval so answers are conditioned on your actual documents, constrain output with structured schemas, and cite the source passage for every claim so a reader can verify it. Then measure it: we build an evaluation harness with reference question and answer pairs and track groundedness continuously rather than eyeballing samples.
It depends on the task, your latency budget and your data residency rules. We benchmark two or three candidates against your actual workload during scoping rather than starting from a favourite. Systems are built so the underlying model can be swapped without rewriting the application.
Tell us about your project and we'll put together a tailored approach.
Book a Free ConsultationFrom a first conversation to a production deployment — we work alongside your team to build AI solutions that create measurable ROI from day one.