Everything is connected, measurable, and auditable.

From ingestion to inference, we map every dependency across data, models, and business impact. Teams finally understand where risk enters the stack and how to reduce it quickly.

# Orchestration blueprint
pipeline = orchestrate(
  "ingest", "transform", "train", "evaluate", "deploy" )
# Monitoring + governance hooks
monitor(pipeline, alerts="risk")

The modular stack that scales with you.

CP

Control Plane

Unified model registry, release approvals, and automated rollbacks with a full provenance graph.

GO

Governance Ops

Continuous monitoring of bias, drift, and data anomalies with executive-friendly audit exports.

OB

Observability

SLO dashboards for latency, cost, and accuracy tied to business outcomes.

WF

Workflow Studio

Drag-and-drop orchestration for RAG, fine-tuning, and evaluation workflows.

RT

Runtime Edge

Low-latency inference deployment with VPC isolation and secure secret handling.

AI

Analytics Studio

Experiment tracking, KPI mapping, and model contribution analysis in one place.

Plug into the tools you already run.

dodida.online integrates with modern data platforms, model providers, and security layers. We ship custom connectors for enterprise teams.

Data

Snowflake, Databricks, BigQuery, Redshift, Postgres

Model Providers

OpenAI, Anthropic, Azure AI, Hugging Face, Vertex

Security

Okta, HashiCorp Vault, CrowdStrike, Wiz, Snyk

Infra

AWS, GCP, Azure, Vercel, Fly.io, Terraform

Security and compliance that scale with you.

Zero-trust runtime

Every model endpoint is isolated with per-request policy checks, secret rotation, and encrypted payload handling. Nothing touches public networks by default.

Audit-grade evidence

Capture every deployment decision, evaluation outcome, and change request with immutable logs for regulatory submissions.

Compliance accelerators

Pre-built templates for GDPR, HIPAA, SOC2, and EU AI Act reporting. Export documentation in minutes.

Disaster recovery

Multi-region failover, automatic backups, and staged rollback policies ensure continuous availability for mission-critical workflows.

Want the architecture diagram?

We will send a tailored diagram and share a guided walkthrough with your team.