Discover & Design
Automat-it reviews your data sources, current pipelines, governance needs, and priority use cases, then scopes the first domain and the approval workflow your team will use.
Agents handle discovery, remediation, and analysis, with your approval. Let your platform team ship roadmaps, not maintenance.
Every change is proposed as a pull request and waits for your approval.
Schema discovery, catalog updates, and drift fixes arrive drafted by agents and reviewed as a short pull request.
Agents propose and wait for approval. There is no autonomous write path to production, and every action is recorded in CloudTrail and Git.
Data stays in Apache Iceberg on your own S3, readable by Athena, Spark, EMR, Trino, or Redshift.
Serverless-first on Glue, Athena, and Lambda means no idle clusters, and no seat-based pricing means more people can query without extra licences.
Everything runs in your AWS account and your S3 buckets, so you control security and privacy at all times.
Profiles newly landed data and proposes catalog updates before it becomes an undocumented liability.
Detects drift between source schemas and pipeline code, and proposes the specific change that absorbs it.
Answers plain-language questions from your governed serving layer and cites the data behind each answer.
Every agent proposal arrives as a pull request with a diff, owner, and audit trail. Automation stays reviewable.
For a single-domain scope, delivered inside your AWS environment.
Automat-it reviews your data sources, current pipelines, governance needs, and priority use cases, then scopes the first domain and the approval workflow your team will use.
We deploy the lakehouse in your account: Iceberg on S3 across Bronze, Silver, Golden, and Audit zones, orchestrated by Amazon MWAA, with transformations on AWS Glue and transient EMR on Spot. The three agents connect to your Git workflow.
Go live with agents proposing changes as pull requests. Onboarding a new table becomes config and SQL, not a code change, so growth stays predictable as you add sources and domains.
Book a discovery call and see how agents can take over discovery, remediation, and analysis while you keep total ownership of your data security and privacy.