DeficitAI

A multi-tenant SaaS platform delivering automated budget intelligence for universities, municipalities, states, and federal agencies.

Core Loop

Ingest → Standardize → Classify → Benchmark → Score → Explain → Publish → Feedback

Monorepo Structure

• infra/ – Terraform, environment configs, deploy workflows
• services/ – Backend services (GraphQL BFF, microservices, workers, report renderer)
• web/ – Next.js web application
• data/ – DCM taxonomy, Dagster pipelines, Great Expectations
• ml/ – MLflow, Feast, prompts & guardrails
• observability/ – OpenTelemetry configs, dashboards
• security/ – Policies, runbooks, procedures
• qa/ – Test strategies, fixtures, golden datasets

Environments

• Dev → Staging → Prod with isolated networks and data

Getting Started (Dev)

1. Install: Terraform, Docker, Node 20, Python 3.11
2. Copy .env.example to .env where applicable
3. infra/terraform – initialize dev environment
4. services/ – run local API and BFF stubs
5. data/ – run Dagster in local mode

Governance

• SOC 2 Type II controls
• RLS for tenant isolation
• KMS-managed keys; audit logs are immutable (WORM)

License

TBD

Contributors

Thanks to all contributors!