AI Engineering & Digital Growth
MOMETA builds production-grade AI systems and growth strategies for businesses ready to move beyond the ordinary. Based in the UK. Serving the US, UK & Canada.
We've heard it in every discovery call. The problems are real, the stakes are high, and the market is full of vendors who overpromise. Here's where MOMETA is different.
Manual workflows eating hours daily — your team is doing tasks a machine could handle in seconds.
AI vendors who deliver demos, not systems — impressive in a call, broken in production.
No leads, weak online presence — your product is strong but nobody finds you.
Sitting on data you can't query — years of documents, records, and knowledge locked in files no one can access.
Automation pipelines built for production — monitored, documented, and handed over properly.
Research-grade engineering, commercially deployed — from peer-reviewed methodology to your production server.
Growth strategy that generates qualified leads — SEO, paid media, and funnel optimisation with measurable ROI.
Your data, finally queryable — RAG systems that make your proprietary knowledge accessible through natural language.
Most companies split AI engineering and growth marketing across two vendors. MOMETA does both — because the best AI systems need the best growth behind them.
AI systems that see and interpret the visual world — detecting defects, classifying objects, and automating visual inspection at industrial scale.
LLMs, RAG pipelines, and autonomous agents that make your data queryable, your workflows intelligent, and your operations self-improving.
Search, paid media, branding, and conversion strategy — the growth engine that turns your AI advantage into market position and qualified leads.
Every service is delivered with the same standard: production-ready, documented, and built to last beyond the engagement.
From defect detection on production lines to object tracking in logistics — custom visual AI trained on your data, deployed in your environment.
Make your proprietary knowledge queryable. We build retrieval-augmented generation systems that connect your documents to language models — with production-grade reliability.
Autonomous systems that plan, reason, and act. We design multi-step agent architectures that handle complex workflows end-to-end — with the right human oversight built in.
Search strategy, Google Ads, Meta campaigns, email automation, and conversion rate optimisation — growth that compounds, not campaigns that expire.
Not sure where AI fits in your business? We run structured discovery engagements that map your processes, identify high-ROI AI opportunities, and produce an actionable roadmap.
Identity systems and websites that reflect the quality of your product. Clean, fast, and built to convert — not to win design awards that don't pay bills.
No ambiguity, no scope creep. Each stage has a clear deliverable and a clear decision point.
We map your processes, data, and constraints. Outputs: opportunity assessment + recommended architecture.
We design the system — model selection, data pipeline, integration points, evaluation criteria.
We build, test, and iterate. Weekly check-ins, live staging environment, no surprises at handover.
We ship to production and monitor performance. Handover includes documentation and a knowledge transfer session.
Real projects, measurable outcomes. Clients are referenced by industry where confidentiality is required.
A UK rail operator needed visual QA at scale. We built a three-stream feature fusion system combining RGB imagery, texture features, and depth encoding.
Built from scratch: FAISS vector store, Sentence Transformers, multi-query retrieval with LLM-based query rewriting, and a full evaluation harness.
Full digital strategy: landing page, country-grouped event cards, email automation, and paid media — built to generate qualified attendees for investment workshops.
There are hundreds of AI vendors. Here is what separates the ones who build from the ones who promise.
MOMETA's founder brings peer-reviewed ML methodology to every engagement. Four Elsevier publications. That discipline — architecture choices, evaluation frameworks, ablation testing — is baked into every project, not just academic ones.
We own the full stack: discovery, architecture, build, testing, deployment, and documentation. No finger-pointing between vendors. No lost context at handover. One team, clear accountability.
Rare combination. We can build your AI system and then grow the business built on top of it — without coordination overhead between two agencies with misaligned incentives.
Every system we design is architected for production from day one: monitoring, error handling, scaling paths, and handover documentation. We don't build demos and call them products.
Every client relationship starts with a problem and ends with a result. Here is what that looks like.
"MOMETA took a vague brief about automating our inspection process and returned a working system in six weeks. The technical depth was unlike anything we'd seen from previous vendors — they clearly understood the engineering, not just the tooling."
"Our knowledge base was a graveyard of PDFs no one could query. Three months later, our team is asking it questions in plain English and getting cited answers. The RAG system paid for itself in the first month."
"We hired MOMETA for SEO and ended up keeping them for AI strategy. They saw connections in our data we hadn't even thought to look for. Organic traffic is up 340% — and we have a roadmap for the next two years."
Whether you have a fully defined brief or just a problem worth solving, the right next step is a conversation.
MOMETA was founded on a direct observation: most businesses deserve better AI than they are getting. Not more powerful AI. Better-built, better-deployed, better-supported AI.
The founder brings peer-reviewed research experience in computer vision, LLMs, and deep learning — combined with hands-on commercial deployment across manufacturing, enterprise SaaS, and real estate markets in the US, UK, and Canada.
We typically respond within one business day. If you have a detailed brief, the form below is the fastest route. For a 30-minute exploratory call, use the schedule button.
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