[DATA ECOSYSTEM]
Make your data
ready
for AI.
Seven Data + AI products that work with the platforms you already run. They get your data ready for people and AI agents to trust, sooner. Follow the journey, or start where your gap is.
7
Data + AI
products
Consultants in the USA,
India & Germany
years in data and AI
Transformation projects
[WHERE IS YOUR GAP?]
Each product covers one step. Start with the one you need most.
[Step 1 · Assess]
Know how ready your data is before you build on it.
Data profiling
Quality checks
Metadata and lineage
01 Scan
Profiles every table and column.
02 Score
Rates quality, metadata and lineage.
03 Enrich
Fills metadata gaps, with a human in the loop.
04 Deliver
Re-scores as data changes.
[Step 2 · Build]
One trusted business view, built once and reused by every team.
Gold layer
Data products
Governed by design
01 Discover
Reads business intent and your Silver data, then proposes gold tables.
02 Validate
Quality checks, SQL validation and risk signals come with every proposal.
03 Publish
Publishes to your data catalog with schema checks.
04 Learn
Approved designs are reused across domains.
[Step 3 · Define]
One definition for every metric, read the same by people and AI.
Semantic layer
Metric governance
BI & AI
01 Discover
Finds every version of each KPI in your models.
02 Define
Proposes one definition per metric.
03 Certify
A named business owner approves each definition.
04 Serve
Dashboards, apps and AI agents read the same metric.
[Step 4 · Ground]
Ground your AI agents in your own documents.
Unstructured data
RAG ingestion
Governed answers
01 Ingest
Takes in manuals, PDFs and images at scale.
02 Prepare
Splits and indexes each document for fast retrieval.
03 Ground
Agents retrieve the right passage for each question.
04 Govern
Agents read only what each user may see.
[Step 5 · Connect]
Query across your systems without a migration project.
Federated query
No data movement
Governed access
01 Connect
Links databases, warehouses and NoSQL platforms where they sit.
02 Map
Aligns keys and entities across systems.
03 Query
One query reaches several platforms at once.
04 Govern
The same access rules apply to every source.
[Step 6 · Ask]
Ask your data in plain English and get answers you can audit.
Natural language to SQL
Governed self-service
Multi-database
01 Ask
A plain-English question becomes reviewable SQL.
02 Connect
Works across databases, files and data catalogs.
03 Reuse
Questions become shared views and queries.
04 Govern
Role-based access and a full audit trail.
[Any stage]
Production-grade test data from a plain-language prompt.
Synthetic data
Simulation
Test data
01 Prompt
Describe fields, rules and constraints in plain language.
02 Plan
AI compiles a validated data blueprint.
03 Generate
Builds realistic distributions and edge cases.
04 Deliver
To your data platform or an API, in batch or live.
[DEMOS]
Short walkthroughs of the demos we ran at Booth 01, Databricks Data+AI World Tour Dallas.
