Skip to Content

Research & Development 
Centre

A dedicated innovation engine for building next-generation software — from 
proof-of-concept to production-ready technology, powered by experienced engineers.

Where Ideas Become Production-Ready Technology

Our Research &D Centre provides businesses with a structured, dedicated environment for exploring emerging technologies, prototyping new product ideas, and building innovative software solutions that go beyond standard project delivery.

Whether you want to evaluate AI integration, build a proof-of-concept for a new product, or conduct deep technical research before committing to full development — our R&D Centre gives you the talent, infrastructure, and methodology to do it efficiently and effectively. 

20+
Years of Technology Innovation
2
R&D Centre Locations
Mumbai & Ahmedabad
AI
Machine Learning &
Gen AI Focus 
PoC
Rapid Prototype to
Production Pipeline 
ISO
9001:2015 Certified
Quality Processes

What We Do

Technology Research & Evaluation

Structured research into emerging technologies — AI, blockchain, edge computing, WebAssembly, and more — to assess feasibility, performance, and fit for your specific business context before you commit to adoption.

Feasibility Studies Technology Assessment Benchmarking

Proof of Concept Development

Rapid PoC builds that validate your product idea or technical hypothesis with minimal investment. We define, build, test, and document a working prototype — giving you concrete evidence before full-scale development begins.

Rapid Prototyping Hypothesis Testing Risk Reduction

AI & Machine Learning Research

Dedicated R&D into AI applications including large language models, retrieval-augmented generation, computer vision, predictive analytics, and intelligent automation — from research through to integration-ready solutions.

LLM Integration RAG Pipelines Predictive Models

Product Innovation Lab

A collaborative environment for designing and building new digital products from scratch — combining product thinking, UX research, technical architecture, and engineering in an agile, sprint-based innovation cycle.

Product Design UX Research Aglie Innovation

Platform & Architecture Research

Deep technical research into scalable system architectures, microservices design, cloud-native patterns, and performance engineering — building the technical foundation before production development begins.

System Architecture Scalability Design Cloud-Native Patterns

Data Research & Analytics Engineering

Research into data pipeline architectures, analytics platforms, and business intelligence solutions — including data modelling, ETL design, and evaluation of tools like Spark, dbt, and vector databases for specific use cases.

Data Pipelines Analytics Platforms Vector Databases

Current Focus Areas

Generative AI & LLM Applications

Active research into practical applications of large language models — including conversational AI agents, document intelligence, code generation assistants, and bilingual AI for Japanese–English contexts. Our AI Coach System and Nihongo Talk Session projects demonstrate this capability in production.

Financial Forecasting & Predictive Analytics

Research into machine learning models for financial market prediction, including our JPY/INR FX Forecasting Dashboard — demonstrating applied predictive analytics for exporters managing currency risk.

Cloud-Native & Serverless Architectures

Research into scalable cloud deployment patterns using AWS ECS Fargate, Lambda, and containerized microservices — reducing infrastructure costs and improving system resilience for production AI and web applications.

Security & Compliance Engineering

Research into secure software design patterns — including encrypted license key management, cybersecurity testing platforms, and data protection frameworks — as demonstrated in our Licensor and industrial cybersecurity customer portal projects.

Cross-Platform Mobile Innovation

Ongoing research into optimising mobile app performance, offline-first architectures, and cross-platform frameworks for iOS and Android — applied across our suite of bilingual newspaper and media applications.

Low-Code & No-Code Platform Research

Evaluating and building on low-code platforms — including Odoo, marketplace frameworks, and customer portal toolkits — to accelerate time-to-market for enterprise applications without sacrificing customisation depth.

​What Your R&D Engagement Includes

Dedicated R&D Team

A hand-picked team of senior engineers, data scientists, and architects assigned exclusively to your research mandate — not shared across other client projects.

Structured Research Methodology

Defined research sprints, hypothesis documentation, experiment logs, and regular review cycles — ensuring your R&D investment is disciplined and measurable, not open-ended exploration.  

Technical Research Reports

Comprehensive documentation of findings, architecture recommendations, benchmarking results, and technology evaluations — actionable outputs your engineering team can build on directly.  

Working Prototypes & PoCs

Functional proof-of-concept applications or components — not just reports. You receive working code, tested in realistic conditions, ready for stakeholder demonstration or handoff to production engineering.  

IP & Confidentiality Protection

All IP generated during your R&D engagement belongs to you. Strict NDAs, access controls, and data security protocols are enforced from day one — your research remains confidential.  

Transition to Production

Seamless pathway from R&D to full-scale development. Successful PoCs and research outputs can be escalated to our ODC or project delivery teams— preserving context and continuity.

How It Works

01

Discovery & Brief

Define the research question, goals, constraints, and success criteria

02

Team Assembly

Assign the right mix of engineers, researchers, and domain specialists

03

Research Sprints

Time-boxed investigation cycles with regular checkpoints and findings reviews

04

Poc & Validation

Build and test a working prototype to validate key hypotheses

05

Reports & Handoff

Deliver documented findings, recommendations, and production-ready code

Technology Stack We Research

Full-Spectrum Research Capability

From AI frameworks and cloud infrastructure to embedded systems and data engineering

Python / PyTorch
TensorFlow / Scikit-learn LangChain / LlamaIndex RAG Pipelines  
Vector Databases AWS ECS / Lambda Docker / Kubernetes Java / Spring Boot .NET / C#
React / Node.js React Native / Flutter PostgreSQL / pgvector
MongoDB / Redis
Apache Spark / dbt
C / C++ / Embedded
WebAssembly Teraform / IaC

Why Our R&D Centre

01

Research Grounded in Real Delivery

Our R&D is not academic — it's tied to real production systems. Every research focus area is informed by actual client challenges we've encountered and solved over 20+ years of software delivery.  

02

Senior Engineering Talent

R&D work requires deep expertise, not junior developers following templates. Our research teams are staffed with senior architects and engineers who can operate at the frontier of a technology domain.  

03

Proven AI & ML Track Record

We have built and deployed production AI systems — including multi-agent architectures, RAG pipelines, and forecasting dashboards — giving our R&D team hands-on, production-tested AI experience.

04

Structured, Not Open-Ended

R&D engagements are scoped, time-boxed, and milestone-driven. You don't get an open-ended research budget — you get defined sprints with clear outputs, so investment remains controlled and accountable.

05

Seamless Path to Production

Successful R&D outputs move directly into production-ready development via our ODC or project delivery teams — no loss of context, no restarting from scratch, no re-explaining the architecture.

06

Cost-Effective Innovation

India-based R&D gives you access to senior engineering talent and research infrastructure at a fraction of the cost of equivalent teams in the US, UK, or Japan — without compromising on output quality.

Have a Research Challenge?

Share your idea, technical question, or innovation goal — and we'll design a focused R&D engagement to explore it.