Resources
Start with the question you need to answer about Spotonix.
Learn the product, inspect the technical boundary, compare alternatives, prepare a proof, or read the field notes behind the thesis.
Learn the product
From public behavior to technical mechanism.
Product
Ask, Show, and Remember
See the product boundary, recurring workflow, and what a buyer can inspect and test today.
Walkthrough
How Spotonix works
Follow a question through clarification, plan, execution, answer evidence, and workspace context.
Technical
Documentation
Start with concepts, architecture, integrations, security, and current documentation boundaries.
Mechanism
Intent Algebra
See how selected meaning, scope, filters, grain, and ambiguity become a visible analytical plan.
Evaluate the workflow
Make the proof and comparison bounded.
Evidence
Two paths, one rubric
Compare the current path and Spotonix using the same questions, retries, interventions, failures, and evidence requirements.
Two-week Pilot
Book Demo
Define the data slice, reviewers, boundaries, and evidence needed for a bounded evaluation.
Compare
Evaluate real alternatives
Use neutral rubrics for general LLMs, text-to-SQL, semantic layers, and Power BI Copilot.
Adoption
Coexistence before migration
Keep the current workflow intact while deciding whether Spotonix earns a broader next step.
Field notes
Ideas from building the interpretation layer.
Essays are arguments and observations, not product substantiation. Product and evidence claims live on their dedicated pages.
September 2, 2026
How to Evaluate an AI Analyst Before It Touches Production
A buyer-ready evaluation for ambiguity handling, visible interpretation, refusal behavior, semantic checks, query inspection, and provenance.
August 26, 2026
The Meaning Hiding Inside ‘Growing’
A governed metric is only part of an analytical question. Words such as growing, declining, and churning can still hide choices about population, period, comparison, and scope.
August 19, 2026
Self-Service Gave Us Access, Not Agreement
Self-service BI expanded access to data. It did not settle which definition, report, or interpretation a business question should use.
August 12, 2026
Why Direct Text-to-SQL Hits a Governance Wall
Direct text-to-SQL can generate excellent code. The governance problem begins when the business interpretation exists only inside that generation step.
A useful next step
Bring the 10 questions these resources helped you identify.
Use them to test interpretation, evidence, expert interventions, failure handling, and what the workflow should remember.
Book DemoSee how it works