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Practical AI That Works: High-ROI Use Cases & Guardrails from Poseidon AI Lab - Altum
There is no shortage of enthusiasm about AI in the enterprise. There is, however, a growing shortage of results. Across the market, organizations are spending aggressively on AI initiatives — but industry-wide, many of those projects are stalling, caught in the gap between what leadership expects AI to deliver and what it can actually do today. Bridging that gap is the central mission of Poseidon, Altum Strategy Group’s AI Lab. “When we launched Poseidon in 2024, the goal was to help organizations move from theoretical AI concepts to meaningful day-to-day execution,” says Matthew Gantner, Founder and CEO of Altum Strategy Group. “Two years in, that mission hasn’t changed — but the technology has advanced significantly. We’ve implemented our five-step governance framework with clients, and we’re now in a position to deliver practical AI solutions that generate real, measurable ROI. The challenge for the broader market is translating excitement into implementation.” What “practical” actually means The word “practical” is doing important work in Poseidon’s positioning, and Andy Pojuner, Managing Director of Intelligence, Data & Technology at Altum, is precise about what it means. “Practical AI should function as a deterministic tool, not a purely probabilistic one,” Pojuner explains. “The most valuable […]
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June 22, 2026 at 1:00 PM
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