CUSTOM GPT — 2-3 WEEKS

CustomGPTKnowledgeBase

Private AI assistant trained on internal docs — with citations, permissions, and audit trails.

THE CHALLENGE

Aconsultingfirmhad5yearsofreports,playbooks,andcasestudiesburiedinshareddrives.Newhirestookmonthstogetuptospeed,andseniorconsultantswastedtimeansweringthesameinternalquestions.

THE APPROACH

Webuiltaretrieval-augmentedgeneration(RAG)systemthatindexesallinternaldocuments,respectsaccesspermissions,andprovidescitedanswerssouserscanverifythesource.

THE SOLUTION

A private GPT assistant accessible via web and Slack. It searches across documents, provides answers with page-level citations, logs every query for compliance, and respects team-level access controls.

RESULTS

New hire ramp-up time reduced from 3 months to 3 weeks

90% of internal queries answered without human help

Full audit trail for compliance and governance

Senior consultants saved 8+ hours/week

Built with

6 technologies

OpenAI API

Pinecone

Next.js

Supabase

LangChain

Slack API

OpenAI API

Pinecone

Next.js

Supabase

LangChain

Slack API

OpenAI API

Pinecone

Next.js

Supabase

LangChain

Slack API

LangChain

Supabase

Next.js

Pinecone

OpenAI API

Slack API

LangChain

Supabase

Next.js

Pinecone

OpenAI API

Slack API

LangChain

Supabase

Next.js

Pinecone

OpenAI API

OpenAI APIPineconeNext.jsSupabaseLangChainSlack APIOpenAI APIPineconeNext.jsSupabaseLangChainSlack APIOpenAI APIPineconeNext.jsSupabaseLangChainSlack API

Production ready

Next step

Let’sBuild.

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