Most enterprises know they run on spreadsheets. Few can actually see them.
They power financial models, actuarial calculations, and critical decisions. They also hide errors, duplicate effort, and legacy logic buried so deep no one remembers who built it. Audits drag on for months and still miss key risks. Transformation projects often stall before they even begin.
It’s not that spreadsheets are the problem. The real problem is visibility.
You can’t automate—or control—what you can’t see.
That’s why we built Coherent Insights.
It's an AI-powered solution that illuminates your Excel environment. Insights shows you the spreadsheets your business truly depends on, maps the risks and connections between them, and highlights which ones are ready for modernization.
Instead of spending months chasing answers, you start from clarity—reducing risk, accelerating audits, and building a foundation for automation at scale.
Coherent Insights is more than an inventory. It’s a new way to see your spreadsheets as an enterprise system.
By instantly scanning your entire Excel estate, Insights helps you:
With Insights, every team sees a clearer picture of the spreadsheets they rely on—what’s safe, what’s risky, and what’s ready for change.
Because most enterprises start in the dark.
Every audit, conversion, or transformation starts with the same costly question: “What’s in scope?” And answering it can take 6+ months —time lost before the real work even begins.
As one customer told us:
“Before we automate spreadsheets, we need to know what we have—and where the risks are.”
Coherent Insights changes the starting point.
It gives you an always-on view of your reporting landscape, so visibility isn’t a one-time project. It’s continuous, up to date, and ready to support every audit, compliance review, and transformation initiative.
Organizations begin from knowledge, not guesswork—making real change finally possible.
This is how we deliver what our CEO John Brisco calls “touchable ROI”.
The industry has been solving this backwards—jumping straight into automation before building visibility and governance.
At Coherent, we’ve built a platform that follows the right sequence:
Our CTO Peter Roschke explains:
“With Insights, our customers don’t just automate faster—they build trust in the data and models that matter most. It’s about turning hidden risks into actionable intelligence and laying the groundwork for transformation.”
Enterprises have tried two approaches: manual audits and simple workbook scanners. Both fall short.
Coherent Insights delivers living intelligence.
It applies AI across your entire spreadsheet environment to provide real-time visibility, risk prioritization, and a dynamic inventory you can act on—day one and every day after.
Here's how it works:
And because Insights goes deeper than audits and basic scanners, it can also:
Spreadsheets aren’t going away—and for insurers and financial services leaders, that’s not a weakness. It’s an opportunity. When you stop treating spreadsheets as liabilities and start managing them as living business logic, everything changes.
Coherent Insights turns visibility into momentum.
So audits begin with evidence, not assumptions. Compliance stops being reactive firefighting and becomes proactive control. And transformation projects build on what works instead of what holds you back.
Because once you can see your spreadsheet estate, you can finally shape it.