AI is only valuable once it’s in production, solving a real business problem. We design, train and deploy machine learning systems that automate decisions, surface insight and create new products — with the monitoring and governance needed to trust them.

What’s Included

We cover the full ML lifecycle, from identifying the right use case to running models reliably in production:

  • LLM Integration & Fine-Tuning — Assistants, copilots and retrieval-augmented generation (RAG) built on leading models, fine-tuned on your data where it adds value.
  • Predictive Analytics — Forecasting, churn prediction, lead scoring and demand planning models that plug directly into your workflows.
  • Computer Vision Systems — Image and video models for inspection, detection, classification and document processing.
  • NLP Pipelines — Classification, entity extraction, summarisation and search across large volumes of unstructured text.
  • MLOps & Deployment — Versioned models, automated retraining, scalable inference APIs and drift monitoring on your cloud of choice.
  • Responsible AI & Evaluation — Rigorous evaluation sets, bias checks, guardrails and clear documentation so stakeholders can trust the outputs.

Our Process

We follow a tight, battle-tested process that eliminates surprises and keeps every stakeholder aligned — from kick-off through to production sign-off.

  1. Use-Case Discovery (1–2 weeks) — We identify where AI will move the needle, assess data readiness and define measurable success criteria.
  2. Proof of Concept (3–6 weeks) — A focused prototype on your real data proves feasibility and expected ROI before you commit to a full build.
  3. Production Build (6–12 weeks) — We harden the model, build the surrounding application and integrations, and set up MLOps pipelines.
  4. Monitor & Improve — Continuous evaluation, retraining and performance reporting keep your models accurate as your data changes.

“The forecasting model DevAria built cut our inventory overstock by 23% in the first quarter. It paid for the whole project in under six months.”

Priya Nair — COO, Verdant Retail Group