Aashvi Oy folded A monogram
SuomiStart a conversation

02 / 05 — Services

AI & Intelligent Automation

Practical applied AI that respects data boundaries, evaluation and long-term operability.

  • Python
  • TypeScript
  • LLM APIs
  • Vector search
  • PostgreSQL
Documents feed a retrieval lattice where only relevant items light up, forming one grounded answer with citations

Overview

We help organisations adopt AI where it creates durable value—retrieval, workflow automation and decision support—without sacrificing security or clarity.

Retrieval-augmented generation diagram: ingestion, access-aware retrieval, grounded answers with citations and an evaluation loop
Fig. 01Illustrative retrieval-augmented generation flow with a quality loop.Open full size

Client challenges

  1. Proof-of-concepts that never become operable products.
  2. Unclear data rights, evaluation criteria or failure modes.
  3. Automation that creates more operational risk than it removes.

Our approach

We ground AI work in measurable tasks, governed data access and human-centred workflows. Models are an implementation detail; reliability is the product.

Capabilities

  • Applied AI roadmaps
  • RAG and integration patterns
  • Evaluation design
  • Workflow automation
  • Responsible AI practices

Technologies

  • Python
  • TypeScript
  • LLM APIs
  • Vector search
  • PostgreSQL

Tell us what you are building.

Share the constraint, the timeline and the outcome you need. We will respond with clear next steps.

Start a conversation