Product Case Study · Agentic Enterprise AI
Putting agentic AI to work inside the enterprise.
Kalpita Nexa is an agentic, RAG-native enterprise AI solution deployed inside the organization’s own environment — documented 30% efficiency gain via RAG chatbot, with multi-department workflows in daily production use.
30%
documented efficiency gain
14
languages, including Arabic
100%
data sovereignty
Multi
department app architecture
Overview
Six things Nexa proves about enterprise AI
Agentic enterprise AI solution running in production.
inside Kalpita and within client environments
30% efficiency gain documented in a deployed RAG chatbot engagement.
30% efficiency gain documented in a deployed RAG chatbot engagement
Multi-department app architecture: one AI capability, every team’s workflow.
Multi-department app architecture: one AI capability, every team’s workflow
RAG-native answers grounded in enterprise documents and systems — with role-based access and guardrails.
RAG-native answers grounded in enterprise documents and systems — with role-based access and guardrails
Live integration with Kalpita Recruit, answering recruiter and candidate questions in real time.
Live integration with Kalpita Recruit, answering recruiter and candidate questions in real time
14 languages including Arabic, voice-enabled queries, and built-in data visualization.
14 languages including Arabic, voice-enabled queries, and built-in data visualization
Summary
Most enterprises pilot AI chatbots. Few put one to work.
Most enterprises pilot AI chatbots; few put one to work. Kalpita Nexa was engineered for production from the start — a multi-model, RAG-native AI engine deployed on-premise or in sovereign cloud, configured to an organization’s data sources, languages, and workflows. This case study covers Nexa in daily use: as the assistant embedded in Kalpita Recruit’s hiring workflows, as an internal knowledge engine for onboarding and operations, and as the architecture behind a documented 30% efficiency gain.
Product profile
At a glance
Kalpita Nexa is an agentic, RAG-native enterprise AI solution, configured per client and deployed inside the organization’s own environment — running in production inside Kalpita and across client estates in regulated industries.
- Product name
- Kalpita Nexa
- Classification
- Solution — configured per client, deployed in the client's environment
- Architecture
- Multi-model AI engine · RAG-native · multi-department app architecture
- Deployment
- On-premise or sovereign cloud — data never leaves the environment
- Languages
- 14, including Arabic · voice-enabled queries
- Governance
- Role-based access control · safety guardrails · audit trails · admin utility
- Built by
- Kalpita Technologies — 130+ professionals, SOC 2 (AICPA) & ISO certified
Tools & technologies
The stack behind Nexa
- AI Models
- Azure OpenAI (GPT-3.5, GPT-4.0, GPT-5.0) with model-switching capability
- Backend
- Monolithic Layered architecture on Azure cloud infrastructure
- Frontend
- Angular with responsive design for web and mobile interfaces
- Data Layer
- Azure SQL, Azure Cognitive Search for RAG indexing
- Security
- Azure Active Directory integration, OAuth 2.0, SAML for SSO
- Analytics
- Power BI integration for dashboard and reporting capabilities
The challenge
The problem we solved
Enterprise knowledge lives in too many places — CRM, ERP, document stores, policy manuals, ticketing systems — and employees burn hours hunting for answers that already exist.
Scattered
knowledge spread across CRM, ERP, document stores, policy manuals and ticketing systems.
Hours lost
employees search for answers that already exist somewhere in the estate.
Pilot purgatory
most enterprise AI never leaves the proof-of-concept stage.
Sovereignty
regulated organizations cannot send proprietary data to a public model.
The solution
Agentic AI in daily production, inside your own environment.
Nexa is deployed where the data lives — on-premise or in sovereign cloud — and configured per organization, so proprietary information never leaves the estate.
Agentic workflows
multi-step tasks across departments: retrieve from CRM, query ERP, summarize documents, trigger actions
RAG-native grounding
answers from your documents and databases, not model guesswork
Document & file intelligence
upload, query, and summarize with source traceability
Data visualization
charts and tables generated from live data as part of the answer
Prompt collaboration
shared prompt libraries that compound in value with use
Multi-source querying
CRM, ERP, document management, SCADA, billing, and network data in one response
Enterprise governance
RBAC, content guardrails, audit trails, admin utility
The deployment
Where Nexa runs today
Nexa is not a demo environment. It is in daily production inside Kalpita and within client estates.
Inside Kalpita Recruit
Nexa’s RAG-based chatbot is integrated directly into Kalpita Recruit, giving recruiters and hiring managers instant, grounded answers from live recruitment data.
Knowledge management and onboarding
Deployed as an internal knowledge engine, Nexa answers questions from policy documents, process guides and operational manuals on demand.
The documented result
A Kalpita-deployed RAG chatbot delivered a measured 30% efficiency gain — the verified proof point behind the product.
Inside Kalpita Nexa
Results
What Nexa delivers, measured
One deployed engagement produced the documented number below; the rest is what production use has proven since.
Efficiency gain
30%
30% — documented
Knowledge access
Instant
Instant, grounded answers across departments
Data sovereignty
100%
100% — deployed inside the organization’s environment
Adoption flywheel
Compounding
Prompt collaboration builds internal network effects
Conclusion
This is what “AI-first” means when it ships.
Nexa demonstrates what "AI-first" means when it ships: not a pilot, not a demo — an agentic AI capability in daily production, governed, multilingual, and grounded in the organization’s own data. It’s the third stage of Kalpita’s hire-to-knowledge pipeline: Recruit sources, AI Interview verifies, Nexa onboards and answers.
FAQ
Frequently asked questions
See it live
See Nexa answer from your own data.
Request a live demo and watch an agentic assistant answer from your documents, your systems and your rules — inside your own environment.