LLM & AI Integration

Embed intelligent assistants, search, and automation safely with robust guardrails and monitoring.

What We Deliver

Production-ready LLM experiences tailored to your data and users.

Chatbots & Copilots

Conversational assistants that understand your domain, processes, and tone.

  • Multichannel bots
  • Voice/text support
  • Workflow triggers
  • Brand-aligned tone

RAG & Retrieval

Ground responses in your data with retrieval pipelines and vector search.

  • Document ingestion
  • Vector stores
  • Chunking & metadata
  • Search ranking

API Integrations

Connect LLMs to your systems for actions, insights, and automation.

  • Function calling
  • CRM/ERP hooks
  • Ticketing automation
  • Orchestration

Guardrails & Safety

Control outputs with policies, filters, and monitoring for safety and compliance.

  • Policy enforcement
  • Content filtering
  • Prompt injection defenses
  • Audit logs

Evaluation & Monitoring

Measure quality, latency, and cost to keep experiences reliable and efficient.

  • Eval pipelines
  • Latency/cost budgets
  • Feedback loops
  • Drift detection

Platforms & Stack

Provider-agnostic with focus on safety and performance.

Models

OpenAI, Anthropic, Vertex AI, Azure OpenAI, open-source models where appropriate.

Data & Retrieval

Vector stores (Pinecone, Weaviate), embeddings, chunking strategies, and metadata.

Safety

Moderation, red-teaming, prompt hardening, and content filters.

Ops & Monitoring

Tracing, logging, evaluation pipelines, latency/cost budgets, and dashboards.

Delivery Process

Ship safely with clear checkpoints.

01

Use Case Definition

Define users, tasks, success metrics, and data sources.

02

Prototype & Evaluate

Rapid prototyping with evaluation harnesses to validate quality and safety.

03

Build & Integrate

Implement retrieval, function calling, guardrails, and observability.

04

Launch & Monitor

Rollout with cost/latency budgets, feedback loops, and ongoing evaluation.

Frequently Asked Questions

How we keep LLM integrations reliable and safe.

Can you work with private data?

Yes—we use retrieval, data access controls, and provider choices that align with your privacy requirements.

How do you handle safety?

Safety is built in: prompt hardening, content filtering, policy checks, and human-in-the-loop where needed.

Which models do you recommend?

We’re provider-agnostic and pick models based on quality, latency, cost, and compliance for your use case.

Can you measure quality?

Yes—automatic evals, human reviews, and feedback loops to track relevance, safety, latency, and cost.

Let's Build Something Amazing Together

Ready to transform your business with cutting-edge technology? Our team is here to help you navigate the digital landscape and achieve your goals.

info@axortech.com

Kathmandu, Bagmati, Nepal, 44600

--:--:--
--