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Enterprise / Cross-industry

Internal AI assistants for corporate teams

AI Chatbot · Internal Tooling · Automation

The client

Enterprise and cross-industry teams managing large volumes of internal documentation, policies, SOPs and knowledge across tools like Confluence, Notion and Slack.

Challenge

Employees spent significant time searching for information, answering repetitive questions and onboarding new team members. Knowledge was fragmented across systems, slowing access to critical information and producing inconsistent answers between teams.

Scope & features

  • Internal AI chatbots
  • Enterprise knowledge search
  • Natural-language Q&A
  • RAG-based document retrieval
  • Source-linked answers
  • Slack bot integration
  • Web-based AI assistants
  • Employee onboarding support
  • Internal process automation

Solution

Built AI assistants connected to internal company knowledge, so employees ask questions and get instant, context-aware answers with source references.

Outcome

Internal knowledge-search time dropped by ~50%, onboarding sped up, and information became consistent across teams.

Tech stack

  • Node.js
  • React
  • OpenAI API
  • LangChain
  • Pinecone
  • Slack API

~50%

less time on internal knowledge search

Start with an AI audit

A focused review of your operations, data and automation — and a prioritized roadmap with ROI estimates. The same entry point our long-term partners started from.

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