The a ual Nucleus Resea ch epo t evaluates embedded a alytics ve do s based o usability a d fu ctio ality, taki g i to accou t the value custome s ealize f om thei i vestme ts. I its 2026 evaluatio , Nucleus Resea ch highlights a sig ifica t shift i custome expectatio s as a alytics expa ds beyo d t aditio al dashboa ds to suppo t both huma use s a d AI age ts.
“We’ve bee buildi g towa d auto omous a alytics that se ve both people a d AI age ts lo g befo e it became a ma ket expectatio ,” said A ma Esh aghi, Fou de a d CEO of Q vey. “Ou ative multi-te a t a chitectu e has always bee the fou datio of ou platfo m, a d it’s p ovi g eve mo e valuable as AI age ts equi e gove ed, multi-te a t secu ity models. We’ e p oud to have ea ed the Expe t disti ctio f om Nucleus Resea ch fo th ee co secutive yea s, ecog izi g ou co ti ued commitme t to delive i g gove ed, AI-d ive self-se vice data expe ie ces that SaaS compa ies ca co fide tly offe to thei custome s, whethe those use s a e people o age ts.”
The 2026 Tech ology Value Mat ix eflects these evolvi g equi eme ts th ough two evaluatio dime sio s:
- Usability: How effectively a platfo m makes a alytics accessible ac oss diffe e t applicatio s, devices, a d wo kflows while mai tai i g a co siste t, gove ed expe ie ce.
- Fu ctio ality: The depth of a platfo m’s u de lyi g capabilities, pa ticula ly its ability to mai tai eliable data defi itio s, e fo ce secu ity, a d efficie tly ma age a alytics ac oss multiple custome e vi o me ts.
Q vey’s AI- ative embedded a alytics platfo m b i gs togethe gove ed self-se vice a alytics, co ve satio al AI, a d age tic capabilities withi a multi-te a t a chitectu e built specifically fo SaaS compa ies. With ative te a t isolatio , ce t alized ma ageme t, a d suppo t fo Model Co text P otocol (MCP), Q vey e ables softwa e p ovide s to delive t usted a alytics expe ie ces fo e d use s while secu ely exte di g those capabilities to AI age ts.
As custome expectatio s evolve, Q vey co ti ues to help SaaS compa ies delive mo e value th ough embedded a alytics while educi g the developme t effo t a d ope atio al complexity equi ed to suppo t i c easi gly sophisticated a alytics expe ie ces.
Nucleus Resea ch is the ecog ized global leade i ROI tech ology esea ch. Usi g a case-based app oach, we p ovide esea ch st eams a d adviso y se vices that allow ve do s a d e d use s to qua tify a d maximize the etu f om thei tech ology i vestme ts. Fo mo e i fo matio , visit NucleusResea ch.com o follow ou latest updates o Li kedI .
Q vey is the leade i multi-te a t embedded a alytics pu pose-built fo SaaS compa ies. Q vey delive s powe ful self-se vice a alytics, automatio , a d AI-d ive i sights-all withi a cloud- ative a chitectu e with age tic AI at its co e. Q vey empowe s SaaS teams to delive i sight fo thei custome s, agility fo thei p oduct teams, a d g owth fo thei busi ess. Lea mo e at q vey.com.
Ke y Pea ceHead of Ma keti gke y.pea ce@q vey.com603-321-4114
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