SERVICE CATEGORY OVERVIEW

AI & Automation

Production LLM integrations, RAG search pipelines over enterprise data, conversational AI chatbots, and workflow automation.

Service 01Production-ready AI copilot with strict guardrails

LLM Integration

Inquire Now

Overview

Embed Large Language Models into your software products, grounded in your business logic.

We integrate LLMs into production software for smart assistants, document summarization, entity extraction, and automated decision support with guardrails and cost controls.

Fits and process

Typical fits

SaaS products embedding intelligent AI copilots and automated features

Internal enterprise productivity and knowledge management platforms

Customer support teams seeking AI-driven response drafting

How we deliver

01Identify high-value operational use cases for LLM automation

02Evaluate models (Claude, GPT, open-source) against proprietary prompts & data

03Integrate robust API wrappers with structured JSON outputs and fallback mechanisms

04Implement caching, token optimization, and cost safeguards

05Monitor response quality, latency, and drift in live production environments

Stack

ClaudeOpenAILangChainPythonNode.js

View Individual Blueprint

Service 02Accurate AI search grounded in company data

RAG (Retrieval-Augmented Generation)

Inquire Now

Overview

Ground LLM answers in your internal documents and datasets with citation accuracy.

We build vector retrieval pipelines over your internal knowledge bases, technical manuals, and policy documents so AI models answer accurately from your real data without hallucination.

Fits and process

Typical fits

Enterprise knowledge repositories and internal documentation search

Customer support helpdesks needing instant verified document retrieval

Legal, compliance, and medical policy search engines

How we deliver

01Design document parsing, chunking, and metadata tagging pipeline

02Configure vector embeddings and high-performance vector databases (pgvector/Pinecone)

03Implement hybrid lexical & vector search with reranking algorithms

04Synthesize answers with direct inline source document citations

05Evaluate retrieval precision against real employee user queries

Stack

LangChainpgvectorPineconeClaudePython

View Individual Blueprint

Service 0324/7 automated support with seamless human handoff

AI Chatbots

Inquire Now

Overview

Production chatbots connected to your enterprise databases not just generic chat widgets.

We build intelligent customer service, sales lead qualification, and internal ops chatbots connected to your live business databases with seamless human agent handoffs.

Fits and process

Typical fits

E-commerce stores automating order status and customer service inquiries

SaaS platforms automating user onboarding and technical support

Sales organizations automating lead qualification and booking workflows

How we deliver

01Map conversation flows, decision trees, and escalation triggers

02Connect chatbot logic to RAG knowledge bases and ERP/CRM APIs

03Implement safety guardrails, prompt filtering, and agent handoffs

04Deploy across Web, WhatsApp Business API, or Slack

05Track conversation analytics to continually optimize response resolution

Stack

ClaudeLangChainNode.jsWhatsApp Business API

View Individual Blueprint

Service 04Elimination of manual repetitive operational busywork

Workflow Automation

Inquire Now

Overview

Automate repetitive operational busywork across your existing software ecosystem.

We automate data synchronization, approval workflows, and transactional processing between ERPs, CRMs, e-commerce stores, and financial systems.

Fits and process

Typical fits

Operations and finance teams spending manual hours on data entry

E-commerce businesses automating order fulfillment and inventory updates

HR teams automating employee onboarding and document collection

How we deliver

01Map end-to-end operational workflow, bottlenecks, and manual touches

02Design automated trigger-action integration pipelines using custom scripts or n8n

03Integrate securely with existing APIs (ERP, Shopify, CRM, Slack)

04Build error handling, automatic retries, and failure alerts

05Monitor execution logs to ensure 100% operational throughput

Stack

PythonNode.jsn8nShopify APIsERP APIs

View Individual Blueprint

Ready to launch or modernize your AI & Automation?

Share your project requirements our engineering team will provide a complete technical proposal.

Contact Engineering Team