Enterprise analytics is entering a new era of intelligence. Traditionally, dashboards and predictive models offered functional insights, but the current pace of business demands more: decision systems that are not only responsive, but also contextual, forward-looking, and inherently adaptive.This shift is about more than efficiency; it is about enabling a new mode of enterprise cognition.
Milky Way is a constellation of specialized agents that simulates and scales the work of expert analysts. Milky Way helps orchestrate a decision intelligence ecosystem that don’t just assist, but learn, reason, and evolve with the business function they support.
Today’s enterprises require intelligent systems capable of proactive reasoning, orchestrating complex workflows, and delivering instant, actionable insights. Milky Way is a constellation of specialized agents that simulates and scales the work of expert analysts. Milky Way helps orchestrate a decision intelligence ecosystem that don’t just assist, but learn, reason, and evolve with the business function they support.
15+ prebuilt agents tailored across critical business roles including sales, marketing, customer experience, finance, and supply chain(e.g., Customer Analyst, Supply Chain Analyst, Financial & Wealth Analyst).
Over 50 specialized agents enabling Text-to-SQL, Anomaly Detection, Question Clarification, Hypothesis Generation, Data Quality, Exploratory Data Analysis (EDA), Report Generation, and more.
Hypothesis-driven, multi-turn logic, transparent, traceable decision pathways, dynamic clarification all leveraging Tredence’s extensive domain expertise.
Seamlessly deployable across private cloud, hybrid, or on-premises environments. Hosted and optimized for leading hyperscalor’s: Databricks, Google Cloud, Snowflake and Azure.
15+ prebuilt agents tailored across critical business roles including sales, marketing, customer experience, finance, and supply chain(e.g., Customer Analyst, Supply Chain Analyst, Financial & Wealth Analyst).
Over 50 specialized agents enabling Text-to-SQL, Anomaly Detection, Question Clarification, Hypothesis Generation, Data Quality, Exploratory Data Analysis (EDA), Report Generation, and more.
Hypothesis-driven, multi-turn logic, transparent, traceable decision pathways, dynamic clarification all leveraging Tredence’s extensive domain expertise.
Seamlessly deployable across private cloud, hybrid, or on-premises environments. Hosted and optimized for leading hyperscalor’s: Databricks, Google Cloud, Snowflake and Azure.
Real-time, actionable intelligence compressing decision cycles from weeks to minutes.
Automates hypothesis generation and validation, dramatically enhancing analytical throughput.
Always-on autonomous agent collaboration ensuring uninterrupted, proactive analytics.
Rapid deployment and adaptability to changing business needs.
Codified, monetizable workflows that scale across the enterprise.
Continuous optimization through reinforcement learning and user feedback.
Real-time, actionable intelligence compressing decision cycles from weeks to minutes.
Automates hypothesis generation and validation, dramatically enhancing analytical throughput.
Always-on autonomous agent collaboration ensuring uninterrupted, proactive analytics.
Rapid deployment and adaptability to changing business needs.
Codified, monetizable workflows that scale across the enterprise.
Continuous optimization through reinforcement learning and user feedback.
Advanced problem decomposition, root cause identification, and statistical analyses (e.g., univariate/bivariate tests, ANOVA).
Modular architecture enabling easy customization of agents and pipelines for various use cases.
Comprehensive logging, detailed data lineage, and visibility through intuitive user interfaces.
Robust containerization, data isolation, compliance with custom security schemas, and privacy safeguards (e.g., PII-redaction).
Seamless natural language integration with enterprise data layers and systems (AdTech, MarTech, SAP).
Persona-specific, adaptive reinforcement learning and few-shot capabilities tailored to evolving enterprise needs.
Advanced problem decomposition, root cause identification, and statistical analyses (e.g., univariate/bivariate tests, ANOVA).
Modular architecture enabling easy customization of agents and pipelines for various use cases.
Comprehensive logging, detailed data lineage, and visibility through intuitive user interfaces.
Robust containerization, data isolation, compliance with custom security schemas, and privacy safeguards (e.g., PII-redaction).
Seamless natural language integration with enterprise data layers and systems (AdTech, MarTech, SAP).
Persona-specific, adaptive reinforcement learning and few-shot capabilities tailored to evolving enterprise needs.
Milky Way agentic decision system are pre-built, persona-specific agents tuned on Tredence’s
proprietary frameworks, tested across industries, and easily configurable for your environment.
Milky Way agentic decision system are pre-built, persona-specific agents tuned on Tredence’s
proprietary frameworks, tested across industries, and easily configurable for your environment.
What happened?
Snapshot KPIs, trend lines, variance vs. plan.
Sample Q: “What were Q2 net sales by region vs. plan?”
User‑initiated questions
Static dashboards
Why did it happen?
Drill into drivers, cohorts, and causal factors.
Sample Q: “Why did average basket size dip 8 % in Midwest stores last week?”
Hypothesis‑guided clarifying questions
Multi‑turn agent workflows
What’s emerging next?
Surface anomalies, latent segments, and revenue‑at‑risk—without being asked.
Sample trigger: “Alert me when churn risk rises above 15 % in any loyalty segment.”
Always‑on signal mining & alerting
Push‑based insight cards & next‑best actions
What happened?
Snapshot KPIs, trend lines, variance vs. plan.
Sample Q: “What were Q2 net sales by region vs. plan?”
User‑initiated questions
Static dashboards
Why did it happen?
Drill into drivers, cohorts, and causal factors.
Sample Q: “Why did average basket size dip 8 % in Midwest stores last week?”
Hypothesis‑guided clarifying questions
Multi‑turn agent workflows
What’s emerging next?
Surface anomalies, latent segments, and revenue‑at‑risk—without being asked.
Sample trigger: “Alert me when churn risk rises above 15 % in any loyalty segment.”
Always‑on signal mining & alerting
Push‑based insight cards & next‑best actions
Milky Way is a production-ready AI solution,engineered to scale,
accelerate deployment, and deliver business impact from day one.
