AI & custom software company · India
We put AI inside the software your business runs on.
Prishora designs and builds custom software, web and mobile applications, along with the AI that goes inside them. Every project is led by a senior architect with over 12 years of enterprise experience, from the first call to go-live.
- 12+ years of enterprise delivery
- Multi-agent systems · RAG · AI agents
- Azure AI Foundry · Semantic Kernel · OpenAI · .NET
- Clients across the US, UK, Europe and India
Live on this page
Try it yourself, right here.
Upload any PDF, such as a policy, a contract or a manual, and ask it a question. It runs on the same retrieval engine we build into client systems.
Your file is processed in memory and deleted straight away. We don't store it and we don't train on it. The demo is built in Python and FastAPI, with vectors held in memory for a single request, which is the same stack we would use for you.
The same engine powers the assistants we build for clients, connected to their own systems, permissions and data. Book a call →
AI built to run in production
Building an AI demo is quick. Building AI that a business can rely on every day, inside its existing systems, security and compliance rules, takes enterprise engineering.
Every AI system we deliver is designed around the three issues that cause most AI projects to fail.
01
Every answer shows its source
Our systems point to the exact document and paragraph behind each answer, so your team can check it in seconds.
02
It knows when to hand over
When there is no reliable answer, the system says so and passes the question to a person.
03
It respects your permissions
Access rules are checked every time documents are retrieved, so people only get answers from content they are allowed to see. This is what makes AI workable in regulated industries.
These standards are built into everything we deliver, from internal assistants to AI features inside customer-facing products.
A senior architect on every project
The architect who scopes your project stays on it and reviews the code every week. You always know who is responsible and how to reach them.
You own everything from day one
Your repository, your cloud account, your API keys, your data. If you stop working with us tomorrow, another team can pick it up on Monday.
Working software every two weeks
Every second Friday you get a link to the latest build and a short note on what changed. You see progress in the software itself.
AI solutions we deliver
We design, build and run AI systems like these for businesses across many industries.
| Solution | Built for | Typical impact |
|---|---|---|
| HR and policy assistant that answers staff questions with sourcesBuilt in Kiora → | HR, operations, compliance | Saves 2 to 4 hours of someone's day |
| Live machine monitoring with OEE and an AI copilotBuilt in Nisthora → | Manufacturing plants | Downtime and its causes recorded as they happen |
| Voice notes turned into structured shift reportsBuilt in ShiftNote AI → | Field, care and site teams | Saves 45 minutes per person per day |
| RFQ agent that collects and compares supplier quotesBuilt in Sourcora → | Manufacturing, procurement | Saves a full day per purchase cycle |
| Invoice, PO and form processing straight into your systems | Finance, procurement, admin | Cuts manual data entry by 60 to 80% |
| Ticket and email triage that routes work to the right person | Support, sales, admissions | Removes the first-response delay |
| Search across your documents that understands the question | Document-heavy teams | Hours of searching saved every week |
| Reply drafting with a person approving every message | Support, sales | Cuts typing time by around 70% |
| Nightly reconciliation between two systems | Finance, logistics, operations | Mismatches caught the next morning |
| Contract review that extracts obligations and key dates | Legal, procurement | First read of every contract done for you |
| CV and application screening against your criteria | HR, staffing | First-pass shortlist ready in minutes |
| Email thread summaries and automatic status updates | Managers, account teams | The Monday catch-up takes minutes |
Have a process that isn't listed? If someone reads information in one place and types it into another, we can usually automate it.
Book a free AI Opportunity Audit →We are a software company that builds AI into systems people rely on.
The difference usually shows up around month three.
A typical AI prototype works well in a demo. Then it has to connect to your ERP, handle 400 users at once, follow your permission rules and pass an audit, and that is where many of these projects stall.
Our background is in enterprise systems that have to stay up, stay secure and pass audits. We build the AI inside that kind of foundation.
We will also tell you when the answer is not AI.
About a third of the "we need AI" enquiries we receive are better solved with a well-designed form, a scheduled report or a simple set of rules. Those cost around a quarter as much and never make things up. We tell you on the first call, before you have paid anything.
Your project costs less because of how we build it
We use AI tools in our own engineering every day. It lets each engineer deliver far more, and you see that in the quote.
Where AI does the work
Boilerplate code, test generation, database migration scripts, converting old code, documentation, first-pass code review, mapping data between systems.
Where humans do the work
Architecture, security, anything touching money or personal data, the final review of every line that ships, and every conversation with you.
What that means for you
Faster first versions and fewer billable hours. Senior engineers review all of the work, so quality goes up while the cost comes down.
What it does not mean
We don't generate your product and send it over. Every change is reviewed, tested and owned by a named engineer. Production code that nobody has reviewed leads to systems nobody understands.
What we do
We build the application, the integrations and the AI inside it. Choose the parts you need.
AI Development
Assistants trained on your own documents, AI agents that finish a task end to end, document reading and extraction.
AI for Your Existing Product
Your customers are asking what your AI story is. We add it into your product, in your stack, under your brand.
Custom Software Development
Software built around how your business actually works, instead of forcing your business into someone else's product.
Web & Mobile Applications
Customer portals, internal tools, marketplaces, and iOS and Android apps, built to handle real users and real load.
Cloud, DevOps & Support
Move to Azure or AWS, reduce your hosting bill, and set up monitoring that warns you before your customers notice a problem.
Dedicated Teams & White-Label
Senior developers who join your team on a monthly basis. Agencies can also use them under their own brand.
Need something that isn't listed? Ask us. If it isn't something we do well, we will tell you and suggest someone who does.
From fast-growing startups to global enterprises
Startups and growing businesses
You have a product idea to launch, or a business that has outgrown spreadsheets, manual work and off-the-shelf tools.
We help you decide what to build first, launch a strong first version quickly and scale it as you grow, with senior engineers from day one.
Typical work: MVPs and new products, customer portals, booking and scheduling platforms, marketplaces, internal operations systems, AI assistants.
Book a free call →Enterprises
You need to modernise core systems, connect platforms across the business or put AI into production safely, at scale and under audit.
We bring architecture leadership, governance and delivery teams that work within your security, compliance and procurement processes.
Typical work: legacy modernisation, identity and access, API and integration platforms, cloud migration, enterprise AI assistants and agents, industrial IoT.
Talk to an architect →Software companies and agencies
You already sell software and need extra capacity, or a client wants AI, .NET, Azure or mobile expertise your team doesn't cover.
We work behind your brand, in your repositories and your process, and never contact your client unless you ask us to.
Typical work: overflow capacity, fixed-scope modules, AI features in existing products, full white-label delivery.
See how partnering works →What we have built
Kiora: An HR assistant that cannot leak your salary data
Kiora uses three separate agents. One knows company policy, one can look up an employee's own records, and an orchestrator decides which of them may answer. The policy agent has never had access to personal data, so the design itself makes a leak impossible.
.NET · pgvector · OpenAI · React
Nisthora: Live OEE from the machines a plant already has
An IIoT platform for manufacturers. An edge agent in the plant reads the machines over OPC UA, Modbus, Siemens S7, EtherNet/IP or MQTT, and Nisthora shows live OEE for every machine, line and plant. Operators log each stop with one tap as it happens, so the recorded reason is accurate.
Python · FastAPI · TimescaleDB · OPC UA · Modbus · MQTT · React · React Native
ShiftNote AI: An hour of paperwork turned into two minutes
A care worker speaks for sixty seconds at the end of a visit, and the app returns a structured, compliant record stamped with time and location. It works without signal and syncs later, since care workers are often in places with no coverage.
React Native · Python · Speech-to-text · GPS
Sourcora: The buying job nobody wants to do
Sourcora sends an RFQ to every supplier on the list, reads the replies in whatever format they arrive, and puts price, lead time and terms side by side in one table. Anything it is unsure about is flagged for a person to check.
Python · LLM extraction · PostgreSQL
How a project works with us
- 1
Free 30-minute call
You explain the problem and we ask questions. You leave with a rough idea of scope, timeline and cost, whether or not you hire us.
- 2
Proposal within 48 hours
A written scope, a fixed price or monthly rate, a delivery date and a clear list of what is not included. It's usually two pages, in plain English.
- 3
Two-week pilot
We build the first real piece of the system, so after two weeks you have working software and a clear basis for the full engagement.
- 4
Build, with a release every two weeks
You get working software every second Friday, a short written update and a shared board you can check at any time.
- 5
Launch and after
We deploy the system, monitor it and fix anything that breaks. After that you choose a full handover or a monthly support plan, agreed in writing before we start.
Three promises we put in the contract
Evidence before commitment
Every engagement starts with a two-week pilot on real requirements. You keep everything built, and commit to the full programme with working software in hand.
Your code, your accounts, your keys
Everything is built in your GitHub and deployed to your cloud with your credentials, so you are never locked in to us.
Fixed price means fixed price
If we quote a fixed scope and our estimate turns out to be wrong, we absorb the difference. Scope changes are quoted separately, and you approve them before we start.
The tools we work with every day
- AI
- Azure AI FoundrySemantic KernelOpenAILangChainRAG & embeddingspgvectorOpen-weight models
- Backend
- .NET Core / C#PythonFastAPINode.js
- Frontend
- AngularReactVueNext.jsTypeScript
- Mobile
- React NativeFlutter
- Cloud
- Microsoft AzureAWSDockerKubernetesNginx
- Data
- PostgreSQLSQL ServerMongoDBRedisPower BI
- Practice
- CI/CDAutomated testingGrafanaPrometheusLoki
Common questions
How is a project priced?
Every engagement is priced on its scope. After a 30-minute call you receive a written proposal within 48 hours, with a fixed price or monthly rate, a timeline and a clear list of what is included.
Where are you, and does the time zone matter?
We are based in India and work 9:00 to 19:00 IST, which covers UK mornings and most of the European day. For US clients we keep a fixed window from 18:30 to 20:30 IST, which is 9:00 to 11:00 in New York.
How fast can you start?
Usually within a week, and sometimes the next day if the scope is clear.
Will I be talking to a salesperson?
No. Your first call is with a senior architect who would lead your project.
What if I don't know what I need yet?
That is the most common reason people call us. Working out what to build is half of a good project, so bring the problem and we will help shape the spec.
Not sure yet what you need?
Book a 30-minute call with a senior architect and tell us about the problem. We will explain what it would take to build, roughly what it would cost and whether custom software is the right answer at all.