by iqentity | May 12, 2025 | Business Strategy
Vendor promises and operational reality diverge most sharply at the integration point. The AI model works. The integration with existing systems, workflows, and data pipelines does not. Integration is where 60 percent of the budget goes and 80 percent of the delays...
by iqentity | May 9, 2025 | Business Strategy
The enterprise AI adoption curve has followed a predictable pattern: enthusiastic pilots, difficult scaling, and eventual rationalization. The pilots work because they have executive attention, dedicated resources, and forgiveness for imperfection. The scaling fails...
by iqentity | May 2, 2025 | Business Strategy
Vendor promises and operational reality diverge most sharply at the integration point. The AI model works. The integration with existing systems, workflows, and data pipelines does not. Integration is where 60 percent of the budget goes and 80 percent of the delays...
by iqentity | Apr 14, 2025 | Business Strategy
The enterprise AI adoption curve has followed a predictable pattern: enthusiastic pilots, difficult scaling, and eventual rationalization. The pilots work because they have executive attention, dedicated resources, and forgiveness for imperfection. The scaling fails...
by iqentity | Apr 7, 2025 | Business Strategy
The data quality problem is perennial and under-addressed. Organizations that would never make a strategic decision based on a bad spreadsheet routinely feed bad data into AI systems and expect good outputs. The principle is the same. The scale is different. Most...
by iqentity | Mar 14, 2025 | Business Strategy
The ROI conversation for AI is fundamentally different from traditional technology ROI because the value creation mechanism is different. Traditional software automates tasks. AI augments judgment. You can measure task automation in hours saved. Measuring judgment...
