India Post News Service
As organizations accelerate investments in artificial intelligence and automation, many are discovering that technology alone does not guarantee results. A growing body of research suggests that most companies struggle not because of a lack of tools, but because of a lack of clarity. It is within this gap that Knovoicorb, a diagnostic consulting firm, has built its reputation.
Founded by strategist and technologist Sankalp Pala, Knovoicorb focuses on helping organizations understand what is broken before deciding what to implement. The firm specializes in operational diagnostics, AI readiness assessments, workflow analysis, and automation strategy across industries including technology, healthcare, logistics, construction, energy, advanced manufacturing and non-profit organizations.
According to a study conducted by researchers affiliated with MIT Sloan, nearly 95 percent of companies that invest in artificial intelligence fail to achieve meaningful business outcomes. The study attributes this gap not to limitations in AI itself, but to organizational issues such as unclear objectives, poor data foundations, lack of internal AI literacy, and misaligned workflows. Similar findings from McKinsey and Gartner reinforce the conclusion that technology initiatives fail most often due to strategic and operational misalignment rather than technical shortcomings.
“Most organizations are not failing at AI, they are failing at understanding their own systems,” said Pala.
Knovoicorb’s consulting model is built around structured diagnostics rather than immediate implementation. Instead of offering generic transformation packages, the firm conducts in depth assessments that map process inefficiencies, decision bottlenecks, data maturity gaps, and automation risks. These diagnostics become the basis for targeted recommendations that are realistic, measurable, and aligned with the organization’s current capabilities.
Industry observers note that this diagnostic first approach distinguishes Knovoicorb in a consulting market often dominated by solution driven sales. By emphasizing analysis before execution, the firm helps clients avoid costly missteps and technology investments that do not align with business reality.
Organizations that have engaged Knovoicorb report improved operational visibility, clearer decision pathways, and reduced implementation risk within early phases of engagement. Rather than pushing proprietary software or rigid frameworks, the firm integrates with existing systems and teams, allowing companies to modernize without disruption.
Knovoicorb also invests heavily in research and internal development. The firm is building AI assisted diagnostic frameworks designed to analyze complex operational environments at scale, combining data driven pattern recognition with human judgment and strategic oversight.
“We treat AI as an amplifier of insight, not a replacement for leadership,” Pala said. As mid market and enterprise organizations face increasing pressure to modernize responsibly, Knovoicorb’s methodical and evidence based approach is gaining traction. The firm positions itself not as a traditional consultancy, but as a strategic partner that brings clarity before complexity.
Looking ahead, Knovoicorb plans to expand its diagnostic platforms while maintaining a disciplined consulting model. Leadership emphasizes long-term partnerships, ethical use of AI, and value creation grounded in understanding rather than experimentation.
“Innovation does not begin with tools, it begins with knowing what problem you are actually solving.” Pala added.
In a technology landscape crowded with bold promises, Knovoicorb’s focus on precision, discipline, and diagnostic clarity is emerging as a credible alternative.
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