The upside comes from three layers working together: steady growth in core software, better revenue quality as
hosted contracts replace upfront licenses, and selective milestone or royalty monetization from partnered programs. That mix can make the business look less like a lumpy tools vendor and more like a sticky discovery operating layer. I only underwrite partial success on new platform products and external partnering, not a heroic pipeline outcome.