Project · Workflow intelligence
ReInvent Ops
Open-source AI workflow intelligence for small teams.
Problem
Small teams often rely on scattered documents, spreadsheets, and recurring manual reports. AI tools are common, but deployable workflow systems are still difficult.
Solution
ReInvent Ops is a reference architecture for turning operational knowledge into searchable, automated, and reportable workflows.
Modules
M/01
Document ingestion
PDF, DOCX, and text pipelines with chunking + metadata.
M/02
Spreadsheet ingestion
Tabular data parsing with type-safe schemas.
M/03
RAG search
Hybrid retrieval with reranking and grounded answers.
M/04
Workflow templates
Reusable graphs for recurring operational tasks.
M/05
Report generation
Scheduled, parameterized report builds.
M/06
Analytics dashboard
Lightweight UI for workflow runs and metrics.
M/07
Evaluation suite
Golden-set evals for retrieval and answer quality.
M/08
Deployment kit
Docker, env templates, and cloud deployment guides.