AI & Digital Transformation

AI We Build. AI We Deliver With.

AI we build for clients - a fast-growing practice already in production across multiple client engagements: conversational agents, document and knowledge intelligence, predictive and detection ML, and AI workflow automation.

AI we deliver with - engineers use controlled AI tooling to ship faster and at higher quality, with zero client-IP exposure: no client code leaves the secure zone.

Production AI Capabilities

Conversational AI & intelligent agents

RAG-grounded assistants with MCP tool-calling; NLP chatbots (Rasa and modern LLMs).

Document & knowledge intelligence

OCR plus LLM/RAG extraction (for example, automated invoice parsing) and corporate knowledge management.

Predictive & detection ML

Predictive models on production data lakes; AI-based threat detection embedded in security products.

AI workflow automation

AI agents wired into ERP, bug-tracking, and operational workflows; AI voice.

Private / on-prem AI

Local LLM hosting and on-premise AI infrastructure for IP-sensitive clients.

Human in the Loop, Human in the Lead

Every AI-assisted output is reviewed and owned by an engineer (human in the loop), and people, not models, set direction and stay accountable for what ships (human in the lead). AI augments skilled engineers; it never runs unattended. We can host models privately or on-prem when your data cannot leave your environment.

The Stack

Python, PyTorch, TensorFlow; LLM / RAG / OCR pipelines; Rasa NLP; MCP agent orchestration; Databricks / PySpark; Power BI / Pentaho; private and on-prem LLM hosting.

Already In Production

A RAG-grounded conversational agent with MCP tool-calling embedded in a US real-estate platform.

An NLP chatbot plus OCR/LLM invoice parsing for a financial-management product.

Predictive ML on a production data lake for a global smart-home distributor.

AI-based threat detection inside a multi-product security suite.

LLM/RAG, MCP orchestration, and local LLM hosting are differentiators few offshore vendors can claim.