Beetll.ai
Services

End-to-end AI, from framing to production.

We work in small, senior teams — data scientists partnering with a principal AI architect — across the full arc of an AI system.

01

Agentic AI Systems

Multi-step agents that reason, plan and call tools across your stack. Research copilots, ops automation, autonomous workflows — with guardrails and evaluation baked in.

  • Tool-using agents
  • Planner / executor architectures
  • Human-in-the-loop review
  • Evaluation harnesses
02

Machine Learning Engineering

Classical and modern ML for forecasting, ranking, recommendation, anomaly detection and personalisation — with the plumbing to keep it healthy in production.

  • Feature pipelines
  • Model training & tuning
  • Drift & performance monitoring
  • MLOps foundations
03

NLP & Large Language Models

Retrieval-augmented generation, extraction, summarisation, classification and reasoning built on modern LLMs — grounded in your data, evaluated against your tasks.

  • RAG architectures
  • Structured extraction
  • Fine-tuning & distillation
  • Evals & guardrails
04

Deep Learning

Vision, sequence and multimodal models — from research prototypes to hardened, observable services. We work across PyTorch, JAX and modern serving stacks.

  • Computer vision
  • Time-series & sequence models
  • Multimodal systems
  • Model serving & optimisation
05

AI Strategy & Architecture

Sit with our Principal AI Architect to frame the right problem, choose the right approach and design a system your team can actually operate.

  • Opportunity mapping
  • Reference architectures
  • Build vs. buy analysis
  • Risk & governance
06

AI Product Support

Already have AI in production? We audit, tune and stabilise — improving quality, cost and latency, and building the evaluation muscle your team needs.

  • System audits
  • Quality & cost optimisation
  • Evaluation programmes
  • On-call support
Engagements

Retainers, discovery sprints or full builds.

Discuss your project