Generative AI & LLM Systems

Domain-trained copilots, assistants and workflows powered by large language models — embedded directly inside your ERP, HRMS, CRM and operational systems.

Most enterprises don’t need a generic chatbot — they need AI that understands their data, processes, terminology and governance model. That’s where APPHOX Generative AI and LLM systems come in.

We design and deploy LLM-powered assistants that sit on top of your ERP, HRMS, POS, warehousing, finance and industry platforms — answering questions, drafting documents, and orchestrating multi-step actions across systems.

From equine and agriculture to manufacturing, BFSI, healthcare and shared services, we build AI layers that respect permissions, log every action and turn your operational stack into a conversational, action-ready interface.

Key Capabilities

Domain-Trained LLM Assistants
Assistants that speak your industry language — equine, agro, poultry, retail, logistics, BFSI, healthcare and more — not generic tech jargon.
RAG (Retrieval-Augmented Generation)
LLMs answer using your documents, records, tickets, SOPs and policies with full citations and safety filters.
Embedded Copilots in Existing Apps
Side-panel copilots inside ERP, HRMS, POS or back-office apps that guide users, draft content and trigger workflows.
Multi-Step AI Agents
Agents that can read, reason, call APIs, update records and create tasks instead of just responding with text.
Governed & Auditable
Role-based access, safety guardrails, logging and audit trails at every step so your AI layer is compliant, not chaotic.

What We Design & Deliver

LLM-based knowledge assistants (Policies, SOPs, Contracts, FAQs)

AI copilots embedded in ERP / HRMS / CRM / Contact Center tools

RAG pipelines over documents, tickets, logs and transactional data

AI agents for repetitive back-office workflows

Answer bots for customers, employees and partners

Template-based generators (emails, proposals, reports, SOP drafts)

Meeting & call summarisation with action extraction

Industry-specific assistants (Equine, Agro, Poultry, BFSI, Healthcare, Retail)

Multilingual support for workforce and customer-facing use cases

Analytics & observability for AI usage, quality and guardrails

Technology Stack

• OpenAI, Azure OpenAI, Anthropic, open-source LLMs
• Vector databases: Pinecone, Qdrant, Weaviate
• RAG frameworks & orchestration: LangChain, Semantic Kernel, custom pipelines
• API layer: Node.js / .NET Core microservices
• Observability: logging, tracing & feedback loops
• Role & policy engine integrated with existing IAM / SSO
• Secure connectors to ERP, HRMS, CRM and data warehouses

Integrations & APIs

• Prime360 ERP & vertical ERP suites (Equidae360, AgroNova360, Poultrix360)
• Cortex360 HRMS & talent platforms
• Retail POS & F&B systems
• Contact center & helpdesk platforms
• SharePoint, Google Drive, Confluence, document repositories
• Data warehouses & BI platforms
• Custom line-of-business applications

Business Impact

• Faster answers for employees, customers and partners
• Lower support and back-office load without compromising quality
• Higher adoption of ERP / HRMS by making systems conversational
• Reduced training time for new staff — AI explains your own processes
• Better governance with AI that cites sources and respects roles
• Ability to experiment and scale AI use-cases on a single, governed platform
• Strategic advantage vs. competitors still stuck in manual workflows

Design Your Enterprise LLM Layer

Work with APPHOX to build domain-trained AI assistants that sit on top of your real systems — not just in a lab.

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