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New companies entering the artificial intelligence arena face an uphill battle against established, well-funded giants. However, industry experts speaking at a recent conference outlined several key approaches to overcome this challenge and disrupt the status quo. These include a strong emphasis on innovative solutions, forging strategic alliances to expand reach and resources, and targeting specialized niche applications where agility and focused expertise can provide a competitive edge.