AI codegen makes the v1 fast. The next three years of evals, governance, model upgrades, and CFO defensibility are what kill internal value tools.
It changes time-to-v1, not time-to-trustworthy. The expensive part of a value engineering tool isn’t writing the calculator — it’s the curated benchmark library, the eval harness that catches regressions when you upgrade models, the audit trail your CFO needs, the integrations to CRM, and the ongoing methodology updates. Concede the launch is faster than it used to be; the lifecycle is what kills internal builds.
ValueNova's blueprint system is highly configurable. Most 'unique' requirements are actually variations we can accommodate. Let's discuss your specific needs.
Your data and models are always exportable. However, most customers find that ValueNova scales with them as their needs grow.
ValueNova is SOC 2 compliant with enterprise-grade security. Many customers find our security posture exceeds what they could achieve with internal tools.
Compare ValueNova to traditional spreadsheet-based ROI calculators and business cases. See why leading sales teams are moving beyond Excel for value engineering.
Can ChatGPT, Claude, or Cursor replace a value engineering platform? An honest look at where general-purpose AI works for business cases and where it breaks down.
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