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Custom Software

AI Operations Suite

Client / ProductInternal Operations
TimelineQ1 2026 - Q2 2026
Preferred Stack
FastAPIPythonPGVectorOpenAI / Gemini APILangChain

The Challenge

Agency operations involve digesting massive amounts of raw client PDFs, spreadsheets, and technical docs to produce summaries and research briefs. Doing this manually is slow, error-prone, and runs security risks if public AI tools are used.

The Solution

We designed a private, secure AI Operations Suite. Using PGVector and LangChain, the app parses and chunks ingested files, indexes them in isolated client databases, and coordinates generative AI agents to draft reports and run semantic searches with zero leakage.

Multi-tenant file chunking and indexing scheduler
Automated summary generation and report drafts pipeline
Private vector storage with role-based document access
Custom semantic search UI querying historical client data

Key Project Outcomes

1
4hto 10m Report Output
2
100%Isolated Data Vectors
3
ZeroPublic Data Leakage
Internal Operations

Ready to engineer something significant?

We deploy senior developer squads to launch high-performance SaaS engines, Shopify app networks, and generative AI search pipelines.