KPMG, EY, PwC, and Deloitte have poured billions into AI across audit, tax, and advisory. The tooling is live and the efficiency gains are real. But one layer of the engagement has not been touched yet, and it is the layer clients experience the most.

87% of professional services firms are adding AI agents. Only 12% trust their own data, and 89% still verify every AI output by hand. New Kantata and HBR research shows why automation on top of unstructured external collaboration creates more work, not less, and what firms need to fix first.

PwC is cutting US entry-level hiring by a third. EY just deployed AI agents to 130,000 auditors and kept headcount flat. Two Big 4 firms, two opposite bets on what AI agents mean for people. Here's what the MIT research actually says about which approach works.

One big move from PwC, one quiet move from us. 73% of clients now expect real-time visibility into project status, while 89% of services leaders still manually verify AI outputs before sharing them. This Signal unpacks PwC's launch of PwC One, what mid-market firms should take from it, and a stat that might make you rethink how your team works with AI.

BIM solved internal model coordination. But the moment architects need something from a client, consultant, or contractor, everything reverts to email. Research confirms that poor stakeholder communication is the single biggest barrier to effective BIM adoption.

Nearly half of all accounting firms say their technology is increasing manual work, not reducing it. The problem isn't the software. It's the unstructured pipe underneath it. This article breaks down where the real bottleneck lives and what high-growth firms are doing differently.

55% of firms say client document collection is their #1 workflow challenge. New 2026 research from Thomson Reuters, McKinsey, and Wolters Kluwer shows why the gap between firms and clients keeps widening, why AI alone won't fix it, and what high-growth firms do differently.

73% of audit firms call themselves digitally transformed. Only 19% are happy with their own client-facing tools. The gap isn't about technology. It's about the behavioral patterns that keep firms locked into what they've always done. Based on the State of the Audit 2025 research by Ghent University and Alkmist.

The U.S. lost 4% of its licensed architects in one year. Burnout is climbing, turnover won't slow down, and the biggest time drain isn't design work. It's the coordination nobody sees.

Insurance brokers score lowest on cybersecurity in the entire insurance supply chain, and 59% of breaches start through a third party. Most of that risk traces back to one place: sensitive client documents moving through email. New research from SecurityScorecard and IBM shows why the inbox is the weakest link, and what needs to replace it.

Global M&A activity reached a record $4.9 trillion in 2025, yet up to 90% of deals fail to deliver value. While common explanations include overpaying or cultural mismatch, the real issue often starts earlier: broken due diligence processes. Disorganized information, scattered emails, and manual tracking create delays, errors, and lost trust between buyers and sellers.

The accounting profession's talent crisis gets all the headlines. But the real drain on your team isn't the shortage of new hires. It's the hours your best people lose every week chasing documents, sorting inboxes, and updating Excel trackers that should have been replaced years ago.

42% of companies abandoned most of their AI initiatives last year. The problem wasn't the AI. It was everything underneath it.

90% of legal spending still flows through hourly billing. AI is compressing the work those hours were based on, and clients are already asking why the price hasn't changed. The firms building for outcome-based pricing today will charge more when the dust settles. Everyone else will be explaining why they charge the same for less.

87% of firms are rushing to add AI agents. Only 12% trust their own data. This Signal breaks down why automation without structure just makes the mess bigger and what winning firms do differently. Plus: we've been building something quietly, and newsletter readers get first dips.

Professional services firms know their tools are inefficient. Most partners can point to the exact friction. Yet nothing changes. This article explores the behavioral forces that keep firms loyal to systems that no longer serve them, and what it actually takes to break the pattern.

Coordination is silently eating into professional services. Research shows up to 35% of expert time goes to follow-up emails and status updates rather than real work and clients notice. This piece explores what the psychology of memory reveals about client experience, and why the solution has nothing to do with AI.

Firms often emphasize client collaboration as a core value. But new data suggests a significant disconnect between stated priorities and the service experience clients actually receive. This article explores the root causes and offers a practical path forward.

Rolling out audit technology works best with the right champions, realistic planning, clear expectations, and intentional contributors; making adoption faster, smoother, and more effective

From the failed €76M i-Police project to why 68% of audit clients still have to re-explain themselves year after year, this Signal connects the dots. Enjoy reading 🤓

Your pizza order gets more respect than your business collaborations.

Firms pour AI into anomaly detection, generative assistants, and dashboards. But enterprise audit directors still spend hours chasing missing documentation.

Most audit teams don’t intend to over-communicate. It happens organically, one email thread at a time.

Alkmist does what Excel sheets, email threads, and makeshift portals can’t: it makes audit collaboration intuitive, seamless, and actually enjoyable.

Same choice, different emphasis, yet decisions flipped based on what had a number attached. This bias isn’t just about hotels. It affects every decision we make, including how we choose audit software. Now, think about how this plays out in audit software selection.