184 hours back every week — without losing the human touch

Ocrolus builds AI-powered workflow and analytics software for lenders. Its account management team is deliberately high-touch: every client has a dedicated AM, and the north star is simple — retention, expansion, and advocacy.

For a while, that model worked without dedicated tooling. The team was small enough, and leadership close enough to each client, that spreadsheets and tribal knowledge were enough to stay on top of things.

Then Ocrolus hit a growth inflection. They added verticals, split the team by segment, and brought in new leadership layers. What had worked at one scale stopped working at the next.

The problem wasn't a catastrophic churn event. There was no missed renewal that forced a reckoning — Mike's team saw the cracks forming before anything broke. But AMs were jumping between five or six tools just to prep for a single client meeting: Salesforce for revenue, Gong for calls, Zendesk for tickets, spreadsheets for health. Each prep session burned 20 minutes or more. Across a full team, across a full week, that was hours lost to information-gathering instead of the relationship itself.

The deeper issue was trust in the data. Health scores built on spreadsheets have a way of drifting toward feelings. A tenured AM knows a client is in good shape, so the score reflects that — even when the data might tell a different story.

Ocrolus didn't need another point solution to bolt onto the stack. They needed consolidation — and health scores they could actually trust.

Mike's evaluation criteria were clear: the tool had to fit the way Ocrolus runs account management, not the other way around. Most platforms are built around a support-desk or high-volume, low-touch model. Ocrolus operates differently, and needed a vendor that understood the distinction.

What stood out about Sonora was the willingness to work within Ocrolus's process rather than override it. The teams calibrated health-score weights against a cross-section of accounts — from top revenue producers down to smaller clients — and validated them against what the team already knew to be true. When the scores matched the team's ground-truth read, it created the confidence to trust the model across the entire book.

Sonora also pulled in the signals that actually matter for a high-touch AM: meeting cadence, volume trends, customer sentiment from calls, support-ticket history, renewal dates. Everything in one place, surfaced with enough context to make prep faster and sharper.

The time savings were immediate. Prep dropped by 10–20 minutes per client meeting, and every account manager reclaims roughly four hours a week — time that now goes back into client conversations instead of data archaeology.

Then it compounds. Four hours per account manager, across the whole account management team, adds up to 184 hours handed back every single week. The individual win is real; the cumulative one changes how the entire team spends its time.

More importantly, the team shifted from reactive to genuinely proactive. Leadership uses Sonora's health scores and sentiment signals to spot accounts that need attention before the situation escalates — to catch the smoke before the building is on fire, and have the harder conversation early, while there's still room to course-correct.