Polygent AI LabsPolygent AI Labs
PhD-LedAI Software Development

Custom AI software
built by researchers.

We combine deep AI/ML research with product-grade engineering — building bespoke software precisely tailored to your domain, data, and business goals.

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50+Scientific Publications
20+AI Applications Delivered
PhDResearch Team
100%Custom Solutions
50+Scientific Publications
20+AI Applications Delivered
PhDResearch Team
100%Custom Solutions
50+Scientific Publications
20+AI Applications Delivered
PhDResearch Team
100%Custom Solutions
50+Scientific Publications
20+AI Applications Delivered
PhDResearch Team
100%Custom Solutions
Our Services

AI solutions designed for your exact business problem

We don't sell templates. We research, design, and build custom AI-native applications — starting with a deep understanding of your problem, not a prebuilt model.

Custom AI Development

From NLP and computer vision to predictive models and autonomous agents — bespoke AI systems trained on your data and fine-tuned for your domain. Production-grade, not prototype-grade.

Research-Backed Solutions

With 50+ peer-reviewed publications, we bring state-of-the-art AI/ML methods directly into your production software. No guesswork — every architecture choice is evidence-based.

Compliance-Ready Systems

Deep experience building for regulated industries — healthcare, finance, and defense — where compliance, security, and auditability are non-negotiable requirements.

Product & Domain Consulting

We're not just developers. We act as your technical co-founders — deeply understanding your domain before writing a single line of code. Your success is our measure of success.

Our Principles

What shapes every engagement

01

Domain Before Code

We invest heavily in understanding your problem, industry, and data before designing any solution.

02

True Partnership

We act as your technical co-founders, not contractors. Your success is our measure of success.

03

Research First, Always

State-of-the-art AI/ML methods grounded in peer-reviewed research power every solution we build.

04

Production-Grade Quality

We build software that runs in real environments — including regulated and strictly compliant ones.

Our Process

How we build the right solution for you

A research-first, product-driven approach — tailored precisely to your problem and domain.

01

Problem Discovery

We start by understanding your domain, business needs, and constraints — not by assuming what you need. Your problem drives everything.

Domain deep-diveStakeholder interviewsData auditConstraint mapping
02

Research & Architecture

Our PhD researchers select, validate, and fine-tune the AI/ML methods proven to work for your specific problem and data landscape.

Literature reviewModel selectionProof of conceptArchitecture design
03

Development & Delivery

We build production-ready, scalable software and integrate it cleanly into your existing infrastructure with full documentation and handover.

Agile sprintsCI/CD pipelineTesting & QADocumentation
04

Iteration & Support

We measure real-world results, iterate on model performance, and provide ongoing support as your product and data evolve.

Performance monitoringModel retrainingContinuous improvement
Case Studies

Real projects, real impact

From research to shipped product — see how we've solved complex AI challenges across industries.

Polydome AI · Product Visualisation

AI-Powered Photorealistic Product Placement

Built a platform that generates photorealistic placements of manufacturer products on real property images — no extra design or 3D rendering needed. Sales teams use it on tablets to close deals in real-time. The platform includes semantic room transformation tools: declutter rooms, empty spaces to bare structure, and reimagine interiors — all from a single uploaded photo.

42%
Fewer purchase returns
25%
Faster sales cycles
Enterprise Client · Finance

AI-Powered Accounting Automation

Automated invoice processing, expense categorization, and financial reporting — reducing manual data entry, minimizing errors, and accelerating monthly closing cycles.

80%
Error reduction
60+
Hours saved monthly
Featured Project

Polydome AI

AI-Powered Product Visualisation Platform

Polydome AI is a B2B SaaS platform that lets manufacturers upload their product catalogue once — and instantly generate photorealistic placements on any real property image. No 3D modelling. No prompting expertise. No guesswork.

The platform also includes room transformation tools for real estate professionals: digitally declutter rooms, strip spaces to bare walls, or completely reimagine interiors — all from a single uploaded photo. Used by sales teams on tablets as a real-time visual sales closing tool.

Persistent product portfolio
Zero-prompt UI
Photorealistic output
Room transformation suite
Visit polydome.ai
Polydome Studio

Room Transformation

Select a tool to begin

Clean Up
Declutter rooms
Empty Room
Strip to bare walls
Renovate
Reimagine interiors
100+
Manufacturer catalogues
< 2m
Generation time
3hrs
Saved per listing
Capabilities

Production-ready AI that ships

Built with deep research, strong product thinking, and domain expertise — for real business problems.

Custom Knowledge Chatbots

AI assistants trained on your internal data — documents, SOPs, databases — for accurate, context-aware responses.

Semantic Search

Natural-language search across structured and unstructured data. Find exactly what you need without keywords.

Document Processing

Automated extraction, classification, and summarization of contracts, reports, invoices, and more.

AI Workflow Automation

Replace repetitive manual processes with intelligent pipelines that make decisions, trigger actions, and adapt.

Predictive Analytics

Models that anticipate trends, user behavior, and business outcomes based on your historical data.

Content Generation

Generate photorealistic scenes, produce video sequences, and adapt visuals to different styles and use cases.

Get Started

Ready to build something that truly solves your problem?

Let's talk. We understand your domain first, then build.

Book a Discovery CallContact Us