Platform Components (Karsa, Ava, Sutra, Astra, Netra)

The AVO platform runs across five named engines: Karsa (measurement — AS, pAS, ASg, VS, Focus, PB, Probe, PI), Ava (intelligence — Cards, Account Insights, Content Engine, IKL), Sutra (data proxy — mediates between the client portal and the engines, handling access control, billing, and multi-tenancy), Astra (the client portal — the interface partners deploy for their clients), and Netra (the Pixel tracking engine). Two internal consoles also exist: Artha (ops console for the Avonetiq team) and Shastra (engineer console for calibration and diagnostics). Samhita handles data acquisition — seeding industry domains and running synthetic probes to build IKL coverage.

Platform AVO berjalan di atas lima engine bernama: Karsa (pengukuran — AS, pAS, ASg, VS, Focus, PB, Probe, PI), Ava (kecerdasan — Cards, Account Insights, Content Engine, IKL), Sutra (proxy data — menjadi perantara antara portal klien dan engine-engine, menangani kontrol akses, penagihan, dan multi-tenancy), Astra (portal klien — antarmuka yang di-deploy oleh mitra untuk klien mereka), dan Netra (engine pelacakan Pixel). Dua konsol internal juga tersedia: Artha (konsol operasional untuk tim Avonetiq) dan Shastra (konsol engineer untuk kalibrasi dan diagnostik). Samhita menangani akuisisi data — menyemai domain industri dan menjalankan probe sintetis untuk membangun cakupan IKL.