AskEffi says AI is shifting IT delivery bottlenecks to executives

AskEffi says interviews with more than 60 delivery leaders show AI is speeding execution in complex IT projects while making executive oversight the new constraint. The company also says a customer case study cut reporting overhead by 86% and improved risk visibility for enterprise implementations.

Why it matters: - AI is speeding up delivery teams on ERP rollouts and platform migrations, but executive decision-making is not keeping pace. - That creates a new risk point for system integrators and consulting firms running outcome-based contracts. - Late risk detection can hit delivery margins instead of client budgets. - Better visibility at the accountable-leader level is becoming a financial protection issue, not just an operational one.

What happened: - AskEffi published a customer case study on Aug. 11, 2026, after interviewing more than 60 delivery leaders. - The interviews focused on how AI is changing complex IT delivery and where bottlenecks are shifting. - AskEffi describes itself as an intelligence layer for project delivery leaders that surfaces status and risk from project emails, meetings and documents. - The company says the case study points to a remedy for the visibility gap at the executive level.

The details: - A McKinsey and University of Oxford study of 5,400 large IT projects found average overruns of 45%. - PMI says ineffective communications put $75 million at risk for every $1 billion spent on projects. - AskEffi founder Guy Levit said leaders can hear about problems from a team, a client or a boss, and hearing from a boss is the worst-case scenario because the clock is already ticking. - Levit said leaders are pressured to pursue new business while still investing enough in existing work to avoid escalations. - AskEffi says AI agents now help with technical tasks such as requirement gathering and data migrations, which makes decisions more frequent and more time-sensitive. - AskEffi says leaders at the second or third line of escalation often are not on the key threads and meetings where risk details appear. - The company says Effi reads existing project communications, including email, meeting notes and documents, and answers plain-language questions about status, decisions and risk. - Effi can also surface questions, gaps, risks and upcoming decisions proactively. - Effi works alongside existing project-management and professional-services-automation systems rather than replacing them. - Mkenga Na Namwaka, a Chicago firm running multiple enterprise implementations at once, adopted AskEffi after founder Elsante Mnzava said he lacked a reliable way to track progress. - Mnzava said his team could describe what had been done, but he had no way to verify whether the work met project standards. - AskEffi says the firm cut reporting overhead by 86% and freed roughly 10% of capacity for delivery work. - Mnzava estimated client engagement roughly tripled as clients responded more often to weekly updates and raised risks earlier. - In one case, AskEffi flagged a missing integration requirement the team had not raised. - Mnzava said the platform lets him finish a five-minute review knowing what needs attention and what has not fallen through the cracks. - AskEffi says its full case study is available at the company’s case study page.

Between the lines: - The core problem is not more data; it is turning scattered project signals into decisions fast enough for executives accountable for margin and delivery. - As AI automates more execution work, oversight becomes more valuable because the pace of change increases faster than human review cycles. - The shift toward outcome-based pricing raises the cost of missed issues and gives delivery leaders a direct incentive to shorten escalation time.

What's next: - AskEffi is positioning Effi as a layer that can sit on top of existing project tools and improve visibility without replacing current workflows. - The company is betting that more firms will need executive-level decision support as AI speeds up professional services delivery. - The broader market may keep moving toward tools that reduce reporting burden and surface risks before they become margin hits.

The bottom line: - AskEffi’s pitch is that AI is no longer just speeding delivery; it is also forcing executives to make faster, better-informed calls or risk becoming the new bottleneck.