AI Engineering Studio

From proof of concept
to production-grade AI

We partner with enterprises and growth-stage teams to design, validate, and ship AI & GenAI systems — fast, rigorously, and with domain depth.

POC Prod
End-to-end delivery
5 Domains
Deep industry expertise
Research-led
Applied & production AI
Custom ML Models RAG Architectures LLM Fine-Tuning Agent Workflows MLOps & Observability Intelligent Automation Data Pipelines GenAI Guardrails Custom ML Models RAG Architectures LLM Fine-Tuning Agent Workflows MLOps & Observability Intelligent Automation Data Pipelines GenAI Guardrails
What we do

Capabilities built for
real outcomes

We don't sell slide decks. We build working systems — scoped for your timeline, your data, and your regulatory context.

ML

AI & Machine Learning

Custom models, pipelines, and intelligent automation tailored to your operational workflows and data estate.

Gen

GenAI & LLM Systems

RAG architectures, agent workflows, fine-tuning, and guard-railed generative applications for enterprise use.

POC

POC & Use Case Validation

Rapid prototypes that de-risk investment — measurable KPIs, stakeholder demos, and clear go/no-go criteria.

POC to Production

Hardening, MLOps, observability, and scale — we take validated concepts through to reliable production systems.

R&D

Research & Innovation

Applied research engagements — literature review, experiment design, and novel approaches for competitive advantage.

EP

Embedded Partnership

We work as an extension of your team — strategy through execution, with senior engineers and domain specialists.


Where we excel

Domain expertise
that matters

AI only creates value when it understands your industry. We bring years of hands-on experience across regulated and high-stakes environments.

01

Healthcare

Clinical workflows, patient data systems, diagnostic support, and HIPAA-aware AI implementations.

02

Pharma & Life Sciences

Drug discovery acceleration, regulatory documentation, trial analytics, and scientific literature intelligence.

03

Strategy & Consulting

AI roadmaps, capability assessments, and executive-ready frameworks for digital transformation.

04

Retail & Commerce

Personalization engines, demand forecasting, supply chain optimization, and customer intelligence.

05

Finance & Banking

Risk modeling, fraud detection, document processing, and compliant GenAI for financial services.

Delivered work

Projects shipped
for clients

A selection of recent engagements. Client names are anonymized where required — details available under NDA.

GenAI POC → Production Strategy
AutoPresent
Strategy & Consulting

AutoPresent

The only AI presentation tool engineered for consulting, finance, and strategy professionals. Transforms raw ideas into executive-ready, brand-aligned decks in minutes — for strategy presentations, steering committee updates, and due-diligence deliverables.

autopresent.ing →
GenAI Data Intelligence POC → Production
ProvAI
Enterprise & Data

ProvAI

A data analytics and data intelligence platform built to chat with your data and generate data quality reports — turning raw datasets into conversational insights and actionable quality assessments for data teams and enterprises.

URL under NDA
GenAI AI POC
PitchLense
Finance & Venture

PitchLense

A comprehensive AI-powered startup analysis platform delivering detailed risk assessment and growth potential evaluation for early-stage ventures. Analyzes multiple dimensions of startup risk and provides actionable insights for investors, founders, and stakeholders.

URL under NDA
GenAI AI POC → Production
Novalad
Enterprise & Data

Novalad

An AI-powered platform that transforms chaotic, unstructured files — PDFs, PowerPoints, and more — into beautifully organized, machine-readable data. Built for developers, data teams, and enterprises using a multi-model, map-reduce approach.

novalad.ai →

How we work

Structured for speed
and rigor

Every engagement follows a proven framework — whether you're validating a single use case or building a production platform.

01

Discovery & Scoping

Understand your data, constraints, and success metrics. Define a tight scope with clear deliverables.

02

POC Build

Ship a working prototype in weeks — not months. Demo-ready, measurable, and stakeholder-validated.

03

Validation & Iteration

Test against real data and users. Iterate based on feedback until KPIs are met or scope is refined.

04

Production Hardening

MLOps, monitoring, security, and compliance — built in from the start, not bolted on later.

Get in touch

Let's scope your
next project

Whether you need a 4-week POC or a full production build, we respond within 24 hours. All conversations are confidential.

We typically respond within one business day.