AI and data consulting
Seven layers. One clear answer.
Production AI inside federal boundaries: grounded assistants, document workflows, computer vision and decision analytics.
Every engagement is a stack of seven.
Seven layers of heaven, down to the cloud: every engagement is a stack of seven, and every layer has a check and a training.
Data · source to decision
Decide
The decision, measured.
Cloud · boundary to answer
Oversee
Evaluate, monitor, review.
Training · every layer we build, we teach
AI oversight and evaluation
Data
Answer
Grounded in your documents.
Cloud
Act
Agentic workflows.
Training
Building grounded assistants
Data
Model
Tested on unseen data.
Cloud
Ground
Source passage on every answer.
Training
Machine learning in practice
Data
Understand
One definition per number.
Cloud
Reason
Models inside the boundary.
Training
Statistics for decisions
Data
Govern
Access and lineage.
Cloud
Organise
Lakehouse, index, catalog.
Training
Data engineering foundations
Data
Move
Pipelines that fail loudly.
Cloud
Run
Compute, storage, network.
Training
Python for analysts
Data
Source
Named and owned.
Cloud
Boundary
Where the data must stay.
Training
Data and AI literacy for leaders
How we work
- Stay in the boundary: data stays put.
- Ground every answer in its source.
- Measure on held-out sets before launch.
- Hand over code, standards and training.
What we build
- Grounded assistants on agency data
- Agentic document workflows (LangGraph)
- Computer vision: SeeDeep.ai analytics
- Decision analytics: Python, Plotly Dash
- Advisory: AI strategy and model risk
Founder's record
- NASA: workforce analytics, 17,800 staff
- FPS: risk scoring, ~9,000 facilities
- FAA: models for ~6,000 ATSS technicians
- Census: Data Science Training Program
- Census: SAS-to-Python production move
- DHS: analysis behind the CWMD Office
The founder's prior work through LMI, Grant Thornton, a Census contract and DHS, 2016 to 2025. Not Seven Sky past performance.
Where is your mission's knowledge stuck in documents nobody can search?
Company data
Seven Sky LLC, a Virginia limited liability company
SCC entity ID 11445985