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Insights, updates, and practical AI perspectives from the Sonique team.

Queued work packets converging on a narrow validation gate on a black-and-white conveyor line
Mar 2, 2026
AI Strategy
AI Governance

The 2026 AI Bottleneck Is Operational, Not Model Quality

Recent February releases on adoption measurement, safety governance, and deployment all point to the same constraint: operations.

7 min read
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Industrial routing manifold with visible override control and supervised workflow channels in black and white
Feb 17, 2026
AI Agents
Pilot AI Builds

Better Models Now Make Workflow Agents Practical

February 2026 model releases suggest that more workflow agents now clear the bar for real pilot deployment, not just demos.

7 min read
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Wide horizontal forensic light table showing governed data paths and source traceability in black and white
Feb 2, 2026
Data & Platforms
Automation & Integration

Grounded AI Wins When Enterprise Data Stays Governed

The OpenAI-Snowflake partnership reinforces a key 2026 reality: AI value compounds when models meet governed enterprise data.

7 min read
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Open security cabinet with incident materials, evidence pouch, and stop-work controls in black and white
Jan 15, 2026
Security
AI Governance

AI Security Now Requires Program-Level Ownership

NIST's late-2025 Cyber AI Profile draft makes a broader point for 2026: AI security can no longer sit off to the side.

7 min read
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