Business Software · 2023
Operra.in
Business Management Software
View case studyAI integrations
AI added to the product you already have.
Assistants, smart search, and automation that plug into your existing app or website — grounded in your own data, and measured on whether they actually help.
Get a quoteWhat we do
You don't need a new product to use AI. The highest-value wins are usually small: an assistant that answers customers from your documentation, search that understands what people mean, or a step that reads incoming documents and files them correctly.
We use retrieval-augmented generation (RAG) so answers come from your own content, add guardrails and fallbacks so the system fails safely, and track quality so you can see it improve.
AI search & copilots
Semantic search and in-app assistants that help users find answers and complete tasks faster.
Customer chat assistants
Website and WhatsApp assistants that answer from your knowledge base and hand over to a human when needed.
Workflow automation
Document reading, classification, summaries, and data entry handled automatically.
Evaluation & guardrails
Test sets, monitoring, and safety checks so responses stay accurate and on-brand.
Tools we use
- OpenAI
- LangChain
- Python
- Vector DBs
- Node.js
- PostgreSQL
- REST APIs
“A few projects where we shipped ai integrations for real clients.”
Proof
Work in this area
Common questions
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Ready to talk about ai integrations?
Tell us what you're building. We'll reply with a clear scope and honest timeline within one business day.
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