How Big Is the Market? Deliver an Estimate You Can Interrogate
How Market Sizing fixes boundaries and units, separates facts from proxies and assumptions, and uses sensitivity to pick what to verify first.
Knowledge path
Tech
Architecture, semantics, tool use, evaluation, security, and production patterns for trustworthy Data Agents.
DataAgentX Tech explains the systems behind reliable agentic data work—from the semantic layer and execution harness to observability, evaluation, and human control.
When Metrics Drop: Reproduce the Change Before Discussing Causes and Actions
How Metric Diagnostics reproduces a change before explaining it, splits drivers by numerator, denominator, and group, then scopes the cause.
From Defining Success to Sustained Operations: The Complete KPI System Loop
How Design KPIs filters candidate metrics, layers outcomes, drivers, and guardrails, and which six definitions to lock before reporting.
Gather Enough Business Context to Continue
Use search anchors, an evidence funnel, conflict handling, and stopping rules to build a Context Note that keeps a data agent focused on the decision.
Who Routes the 15 Data Analytics Skills?
A practical reading of the Data Analytics Index: eligibility, lead-skill routing, source control, delivery routing, and the completion gate.
How to Build a Data Agent: A Working Map from 23 Articles
A practical synthesis of routes, data and semantics, execution, verification, accountability, and a task card for starting one bounded enterprise pilot.
A Data Agent Vendor Map Based on System Position, Not Labels
A two-axis framework for comparing data platforms, semantic governance, agent platforms, analytics applications, engineering tools, and delivery models.
The First Step in Enterprise Data Agent Adoption Is Not Model Selection
A staged rollout from a narrow domain and real task set through read-only POC, shadow mode, limited production, and evidence-gated scale.