AI, LLMs & Automation
Custom AI assistants, document search, and automated workflows built into the tools your business already uses.
Python
OpenAI
LangChain
- Pinecone

What’s included
in AI, LLMs & Automation.
AI assistants for websites, apps, and internal teams
Document search with source-linked answers (RAG)
LLM integrations for drafting, summarizing, and classification
Document extraction with review and approval workflows
CRM, helpdesk, and business system integrations
Evaluation, access controls, usage monitoring, and cost limits
Teams we build
this for.
- Retail
- Hospitality
- Education
- Professional services
- Software
- 01
Support teams: draft answers and route complex questions to a person
- 02
Sales teams: summarize inquiries and prepare follow-ups for review
- 03
Operations teams: extract document fields and reduce repetitive entry
- 04
Knowledge teams: find answers across approved business documents
- 05
Product teams: add AI search, copilots, and writing tools to existing apps
The first conversations.
Before any estimate, we work through these with you, so the scope reflects your actual situation.
Pick one useful task
Choose a repetitive task with clear inputs, an owner, and a way to review the result.
Ground answers in trusted sources
Decide which approved documents or systems an assistant may use and cite.
Keep people in control
Set review, escalation, data access, and usage limits before expanding a pilot.
After that, you choose a fixed-scope project with milestones, or ongoing development if your priorities will keep moving.