The Age tic Se vi g Pla e sits betwee e te p ise data platfo ms a d the applicatio s, a alytics expe ie ces a d age ts that co sume them. It p ovides wo kload se vi g, busi ess sema tics, co textual g ou di g, access co t ol, a d AI executio se vices th ough a commo gove ed laye .
The cu e t e te p ise data i f ast uctu e was desig ed p ima ily fo huma s: occasio al que ies, p edictable wo kloads, a d access by k ow use s. AI age ts ope ate diffe e tly. A si gle busi ess task ca ge e ate te s o hu d eds of sho t-lived data ope atio s as a age t i vestigates, easo s, a d decides what to ask ext. Whe ma y age ts ope ate simulta eously, i te mitte t huma que yi g becomes co ti uous, high-co cu e cy age tic dema d.
Age ts also eed mo e tha aw data. They eed busi ess defi itio s, elatio ships, pe missio s, policies, a d task-specific co text o eve y equest.
At the same time, the e te p ise data stack is becomi g mo e f agme ted. Cloud wa ehouses a d lakehouse platfo ms i c easi gly p ovide thei ow compute, sema tic a d AI capabilities, while e te p ises typically ope ate ac oss multiple data platfo ms, applicatio s a d a alytical e vi o me ts.
Fo yea s, the ma ket judged BI by the dashboa d. U de eath it, GoodData.AI was buildi g a gove ed system fo se vi g data to applicatio s: sema tics, ce tified met ics, que y pla i g, cachi g, pe missio s, a d te a t isolatio . With AI, those capabilities become the p oduct.
Roma Sta ek, CEO a d Fou de , GoodData.AI
The Age tic Se vi g Pla e suppo ts the diffe e t ways people a d systems co sume e te p ise data, f om dashboa ds a d embedded applicatio s to assista ts, copilots a d auto omous age ts.
E te p ises ca use the same gove ed fou datio to build i te al a alytics, ope atio al AI applicatio s, custome -faci g data p oducts a d p emium AI-powe ed se vices.
Age ts ca b i g a alysis di ectly i to ope atio al wo kflows, i vestigate busi ess co ditio s ac oss multiple steps, a d i c easi gly automate follow-up actio s. Applicatio s a d a alytical expe ie ces ca euse the same busi ess defi itio s, pe missio s, a d executio se vices.
Because each ew applicatio o age t uses the same u de lyi g se vi g, sema tic, co textual, a d gove a ce capabilities, teams do ot have to ebuild the data fou datio fo eve y use case. This ca sho te developme t cycles, educe duplicated i f ast uctu e, a d give e te p ise IT a commo co t ol laye ac oss a alytical a d AI wo kloads.
The Age tic Se vi g Pla e is desig ed to wo k with the data i f ast uctu e e te p ises al eady ope ate.
Usi g ope tech ologies, i cludi g
Co side a age t i vestigati g a decli e i eve ue. It may fi st compa e egio s, the exami e p oduct li es, the ide tify i dividual accou ts, with each esult dete mi i g the ext que y.
The Age tic Se vi g Pla e ma ages that seque ce as a gove ed wo kload. It applies the app op iate busi ess defi itio s a d access policies to eve y equest, isolates age t t affic f om othe wo kloads, a d is desig ed to mai tai co siste t se vi g pe fo ma ce as machi e-ge e ated que y volume i c eases.
Ga t e amed GoodData.AI a Visio a y i the
GoodData.AI is also addi g
The a chitectu e is desig ed to educe late cy a d exte al i fe e ce cost while keepi g AI executio closely alig ed with custome -co t olled busi ess defi itio s, pe missio s a d data co text.
A pe so ope s a dashboa d a d picks a filte . A age t keeps aski g u til the task is do e, a d its autho ity may eed to be a owe tha that of the pe so who i itiated it. Whe a questio ca ot be a swe ed withi the available sema tic, policy o data bou da y, the system should say so athe tha p oduce a plausible umbe .
O d ej Macek, VP of P oduct, GoodData.AI
Sta ek desc ibes the st ategy behi d the Age tic Se vi g Pla e i his blog post,
GoodData.AI is a ope age tic a alytics platfo m that helps e te p ises put AI to wo k o thei data while mai tai i g co t ol ove busi ess defi itio s, pe missio s a d executio co text.
Its age ts ca follow th ough o multi-step busi ess p ocesses athe tha a swe i g a si gle questio a d stoppi g. Thei a alysis a d actio s a e g ou ded i custome -defi ed sema tics, policies a d co text so that o ga izatio s etai co t ol ove how e te p ise data is i te p eted a d used.
GoodData.AI’s Age tic Se vi g Pla e p ovides a gove ed executio laye betwee e te p ise data a d the dashboa ds, applicatio s, assista ts a d age ts that co sume it. E te p ises ca use the same fou datio to suppo t multiple a alytical a d AI expe ie ces without ebuildi g gove a ce fo each o e.
The platfo m suppo ts custome -co t olled i f ast uctu e, b i g-you -ow -LLM flexibility, MCP a d A2A i teg atio , a d ope developme t th ough APIs a d SDKs.
Headqua te ed i Sa F a cisco with e gi ee i g based i P ague, GoodData.AI se ves e te p ises a d softwa e compa ies wo ldwide.
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