What is Milky Way?

Today’s enterprises will soon need intelligent systems that proactively reason, orchestrate complex workflows, and deliver precise, actionable insights instantly.

Milky Way is an Agentic Decision System that orchestrates a constellation of specialized agents that roactively conduct hypothesis-driven deep research across enterprise data, seamlessly translating raw data into actionable, decision-ready insights. It empowers enterprises to generate high-quality, persona-tailored insights at 5X speed and 50% lower cost, reshaping customer intelligence, supply chain analytics, and beyond.

What is Milky Way?

Today’s enterprises will soon need intelligent systems that proactively reason, orchestrate complex workflows, and deliver precise, actionable insights instantly.

Milky Way is an Agentic Decision System that orchestrates a constellation of specialized agents that roactively conduct hypothesis-driven deep research across enterprise data, seamlessly translating raw data into actionable, decision-ready insights. It empowers enterprises to generate high-quality, persona-tailored insights at 5X speed and 50% lower cost, reshaping customer intelligence, supply chain analytics, and beyond.

Key features

Persona-specific Agents

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).

Technical Agents

Over 50 specialized agents enabling Text-to-SQL, Anomaly Detection, Question Clarification, Hypothesis Generation, Data Quality, Exploratory Data Analysis (EDA), Report Generation, and more.

Built-in Reasoning & Explainability

Hypothesis-driven, multi-turn logic, transparent, traceable decision pathways, dynamic clarification all leveraging Tredence’s extensive domain expertise.

Composable & Secure Deployment

Seamlessly deployable across private cloud, hybrid, or on-premises environments. Hosted and optimized for leading hyperscalers: Databricks, Google Cloud, Snowflake and Azure.

Why Milky Way?

Accelerated Insights

Real-time, actionable intelligence compressing decision cycles from weeks to minutes.

Amplified Productivity

Automates hypothesis generation and validation, dramatically enhancing analytical throughput.

Continuous Automation

Always-on autonomous agent collaboration ensuring uninterrupted, proactive analytics.

Scalable Agility

Rapid deployment and adaptability to changing business needs.

Reusable IP

Codified, monetizable workflows that scale across the enterprise.

Adaptive Learning

Continuous optimization through reinforcement learning and user feedback.

Traditional GenAI

Traditional GenAI

  • Prompt-based outputs

  • Generic conversations

  • No built-in business logic

  • Limited reasoning

  • Static answers

Milky-Way

Milky-Way

  • Workflow-aware, actionable insights

  • Tailored, role-specific intelligence

  • Embedded, domain-specific frameworks

  • Multi-turn, hypothesis-driven reasoning

  • Explainable, auditable outcomes with clear next steps

Core Capabilities

Multi-Agent Reasoning

Advanced problem decomposition, root cause identification, and statistical analyses (e.g., univariate/bivariate tests, ANOVA).

Composability

Modular architecture enabling easy customization of agents and pipelines for various use cases.

Auditability

Comprehensive logging, detailed data lineage, and visibility through intuitive user interfaces.

Secure Deployment

Robust containerization, data isolation, compliance with custom security schemas, and privacy safeguards (e.g., PII-redaction).

Semantic Integration

Seamless natural language integration with enterprise data layers and systems (AdTech, MarTech, SAP).

Personalization & Learning

Persona-specific, adaptive reinforcement learning and few-shot capabilities tailored to evolving enterprise needs.

What can Milky Way do?

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 can Milky Way do?

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.

Some Questions
Answered by Milky Way

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 happened?

  • 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

Built for Business
and Engineering

Personalization & Learning

  • Speed to insight, without technical bottlenecks

  • Transparent, role-relevant recommendations

  • Fast onboarding with proven use cases (e.g., churn diagnostics, stockout diagnosis, campaign ROI)

For Business Teams

  • Open architecture, containerized deployment/p>

  • Integration with existing data lakes, semantic layers, and cloud infra

  • Modularity for continuous improvement and RLHF loops

Recognized by industry leaders
for our path finding

Recognized by industry leaders for our path finding

Get Started Today

Milky-Way is a production-ready AI solution, engineered to scale, accelerate deployment, and deliver business impact from day one.

Milky Way by Tredence: Agentic Decision System for Enterprise Intelligence