AI that reaches production. Software that stays there.
We build AI systems for healthcare, fintech and B2B SaaS — LLM applications, agents, and open-weight models running on your own infrastructure. We have shipped production software since 2013, and we stay on after launch.
IRA Softwares is an AI engineering and software product engineering company based in Indore, India, founded in 2013. We design, build and operate production AI systems, B2B SaaS platforms and complex web applications for clients worldwide.
The problem
Most AI projects never leave the pilot.
The models are a commodity now. What separates a demo from a system your team actually uses is the unglamorous part: the data plumbing, the retrieval that returns the right document, the evaluations that catch a regression before a customer does, the deployment that holds up under concurrent load.
We have shipped production software into healthcare under HIPAA, platforms moving real money, and government ERP. We apply the same discipline to AI.
How we work
Assess, build, operate.
Assess
We start with your workflow, your data and your constraints — not with a model choice. Two to four weeks. You leave with an architecture, a scope, a cost and latency envelope, and an honest answer on whether the thing is worth building at all.
Build
A small senior team works inside your process, not alongside it. Environments, CI/CD, evaluations and security are set up in the first week rather than bolted on before launch.
Operate
We stay on after go-live — scaling, new features, model and dependency updates, incident response. Most of our engagements are measured in years.
Selected work
Work that carries real consequences.
Customer Onboarding and Prioritization Platform
MVP to production platform for enterprise SaaS onboarding: cross-functional collaboration, use-case management, RAG status reporting and JIRA integration.
Instant Virtual Primary Care
A virtual primary care station combining WebRTC consultations with remotely connected medical devices, on a full CI/CD pipeline.
Serving a 72B Open-Source Model Under Concurrent Load
Deploying Qwen 2.5 72B in-house with concurrent API request handling, serving architecture and performance stability under load.
What we do
Six services, one through-line.
AI Product Engineering
LLM applications, retrieval-augmented generation, computer vision, and the evaluation harness that tells you when any of it stops working.
02AI Agents & Workflow Automation
Agents whose tools are your real systems — ticketing, CRM, ERP, billing, commerce — with scoped permissions and a full trace of every run.
03Private & Self-Hosted AI
Open-weight models deployed on infrastructure you control. Inference tuning, fine-tuning, data residency and the arithmetic on whether it is worth it.
04AI-Native SaaS Product Engineering
Multi-tenant architecture with tenant-isolated retrieval, token metering and usage-based billing. From MVP through to scale, with the same team.
05AI-Enabled Web & Real-Time Applications
WebRTC, VOIP, connected hardware and compliance-bound builds — with transcription, summarisation and triage layered on carefully.
06AI Strategy & Readiness
AI readiness assessment, use case prioritisation, architecture review, modernisation roadmaps and technical due diligence.
In their words
Clients who came back.
“I've had the pleasure of knowing IRA Softwares for 9 months, during the development of custom modules for E-CIDADE, an ERP software for Government. Above all, I was impressed with Nittile's ability to manage the core team of developers. Nittile would be a true asset for any position requiring team management, and comes with my heartfelt recommendation.”Project Leadere-cidade
“This was a very difficult C++ and C# project of taking multiple SDK projects and remotely viewing the data. IRA Softwares’ team did exceptional work with this and will be hired for many more projects to come. This was a new type of programming for the team. They did exceptionally well and overcame a huge hurdle.”Chief Technology OfficerOnMed, MD-PLUS Inc
“It was a pleasure working with IRA Softwares on some projects where we had to complete the projects efficiently with good quality. Over the years, Nittile has built a team of very professional and talented developers serving international clients — strongly recommended!”Founder & CEOCogniSaaS
Technologies we work with
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Anthropic -
Mistral AI -
Qwen -
DeepSeek -
NVIDIA -
Hugging Face -
vLLM -
Docker -
Kubernetes
Insights
Notes from the field.
Agent projects fail on the tools, not on the loop
Every framework gives you the same agent loop. What decides whether an agent works is the twelve integrations underneath it — and those are an old problem, not a new one.
Drawing the approval boundary for an AI agent
Which actions an agent may take alone is a business decision, not a framework setting. Here is how we work it out before a line of agent code is written.
What an AI readiness assessment actually covers
Four weeks, six questions, and one honest answer about whether to build at all.
Recognition
Business of the YearGoing Global Awards 2019, Chicago, USA
50 Most Promising BrandsMumbai, India
Ready to talk about what you are building?
Tell us the problem rather than the solution. We reply within one working day, and it is an engineer who answers.