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Decision Automation

8 articles · Page 1 of 1
DataFunSummit
DataFunSummit
Aug 29, 2026 · Industry Insights

Why Palantir’s Ontology and AIP Form Its Real Moat in 2026

The article analyzes Palantir’s 2026 product roadmap—highlighting Ontology, AIP Analyst, Global Branching, and Pro‑code Agent updates—to show how the company is shifting AI budgets from pure model capability to engineered decision‑process automation, and why this matters for Chinese enterprises seeking control of the decision layer.

AIP AnalystAgent EngineeringChinese Market
0 likes · 16 min read
Why Palantir’s Ontology and AIP Form Its Real Moat in 2026
Su San Talks Tech
Su San Talks Tech
Jun 29, 2026 · Artificial Intelligence

How Enterprise AI Is Moving From Reports to Real‑World Action

The article analyzes how enterprise AI has shifted from generating answers and reports toward agents that can understand business goals, integrate with organizational processes, and drive concrete decisions, emphasizing the need for synchronized technical and organizational systems to turn insights into actions.

AI AgentsAI strategyDecision Automation
0 likes · 9 min read
How Enterprise AI Is Moving From Reports to Real‑World Action
DataFunTalk
DataFunTalk
Jun 27, 2026 · Industry Insights

How Ontology Turns Data Platforms into Decision Engines

The article examines why costly data middle platforms often become "data swamps," cites real‑world failures, and shows how Palantir's ontology‑driven three‑layer architecture (semantic, dynamics, decision) can transform read‑only data warehouses into automated decision engines delivering triple‑digit ROI.

Decision AutomationDigital TwinPalantir
0 likes · 4 min read
How Ontology Turns Data Platforms into Decision Engines
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Jun 4, 2026 · Artificial Intelligence

How Data Agents Transform Data Querying: Semantic Layer Integration and Decision‑Making (Part 1)

This article details the engineering journey of building enterprise‑grade Data Agents, covering the semantic‑layer integration that resolves NL‑to‑SQL inconsistencies, the skill‑based architecture that enables query, attribution, forecasting and cash‑flow actions, and the final multiplication formula that defines success in deep‑water AI‑driven decision making.

AI agentData AgentDecision Automation
0 likes · 22 min read
How Data Agents Transform Data Querying: Semantic Layer Integration and Decision‑Making (Part 1)
Smart Workplace Lab
Smart Workplace Lab
May 30, 2026 · Artificial Intelligence

Why Too Many AI “Perfect” Options Paralyze Decisions—and a 3‑Step Constraint Framework to Fix It

The article explains how an overload of AI‑generated options overwhelms human working memory, then presents a three‑step framework—hard‑constraint prompts, decision‑protection checklist, and overdue‑circuit‑breaker routing—that narrows choices, speeds decisions from days to hours, and improves execution certainty.

AI decision-makingDecision AutomationLLM
0 likes · 6 min read
Why Too Many AI “Perfect” Options Paralyze Decisions—and a 3‑Step Constraint Framework to Fix It
DataFunSummit
DataFunSummit
Mar 26, 2026 · Industry Insights

Why Traditional Data Platforms Fail and How Ontology Drives Triple‑Digit ROI

The article analyzes costly data‑platform failures—such as a $40 million school‑district payroll system and a collapsed Healthcare.gov launch—identifies the root cause as ineffective data middle platforms, and explains how Palantir’s ontology‑based three‑layer architecture (semantic, dynamics, decision) transforms raw data into automated business actions, delivering measurable ROI across multiple industries.

Decision AutomationDigital TwinPalantir
0 likes · 5 min read
Why Traditional Data Platforms Fail and How Ontology Drives Triple‑Digit ROI
Fighter's World
Fighter's World
Jan 2, 2026 · Artificial Intelligence

How AI Agents Are Redefining Systems of Record into Decision‑Making Engines

The article argues that AI agents will transform traditional Systems of Record, which only store outcomes, into next‑generation decision‑capturing Systems of Action by introducing event‑driven Context Graphs, addressing blind spots, technical challenges, and outlining strategic business paths for this paradigm shift.

AI AgentsAI InfrastructureDecision Automation
0 likes · 30 min read
How AI Agents Are Redefining Systems of Record into Decision‑Making Engines