CINXE.COM
Just a moment...
<!DOCTYPE html><html lang="en-US"><head><title>Just a moment...</title><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta http-equiv="X-UA-Compatible" content="IE=Edge"><meta name="robots" content="noindex,nofollow"><meta name="viewport" content="width=device-width,initial-scale=1"><style>*{box-sizing:border-box;margin:0;padding:0}html{line-height:1.15;-webkit-text-size-adjust:100%;color:#313131;font-family:system-ui,-apple-system,BlinkMacSystemFont,Segoe UI,Roboto,Helvetica Neue,Arial,Noto Sans,sans-serif,Apple Color Emoji,Segoe UI Emoji,Segoe UI Symbol,Noto Color Emoji}body{display:flex;flex-direction:column;height:100vh;min-height:100vh}.main-content{margin:8rem auto;max-width:60rem;padding-left:1.5rem}@media (width <= 720px){.main-content{margin-top:4rem}}.h2{font-size:1.5rem;font-weight:500;line-height:2.25rem}@media (width <= 720px){.h2{font-size:1.25rem;line-height:1.5rem}}#challenge-error-text{background-image:url(data:image/svg+xml;base64,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);background-repeat:no-repeat;background-size:contain;padding-left:34px}@media (prefers-color-scheme:dark){body{background-color:#222;color:#d9d9d9}}</style><meta http-equiv="refresh" content="390"></head><body class="no-js"><div class="main-wrapper" role="main"><div class="main-content"><noscript><div class="h2"><span id="challenge-error-text">Enable JavaScript and cookies to continue</span></div></noscript></div></div><script>(function(){window._cf_chl_opt={cvId: '3',cZone: "www.caci.co.uk",cType: 'managed',cRay: '91a173b01f0c9c53',cH: 'zujLVvkcrbSgH8kzDRUFC5W4R3sCRuQoXezbY3ic7uw-1740924357-1.2.1.1-4YkWwSj2ycl4LdBanwN1JYOjw8Thi8k9NQ66EGG10fUn2HCdaTnKI1ZbRXv.rTiA',cUPMDTk: "\/insights\/opinions\/how-netdevops-transforms-network-management-for-ai-applications\/?__cf_chl_tk=d4gEt2YjgzQVsjeUy8rEf8F_0TR7VnI_53WMTRCbdCE-1740924357-1.0.1.1-k2uO4NosDcokjcHp64CfgqJ853nY3LD11hzPHTuzy7M",cFPWv: 'b',cITimeS: '1740924357',cTTimeMs: '1000',cMTimeMs: '390000',cTplC: 0,cTplV: 5,cTplB: 'cf',cK: "",fa: "\/insights\/opinions\/how-netdevops-transforms-network-management-for-ai-applications\/?__cf_chl_f_tk=d4gEt2YjgzQVsjeUy8rEf8F_0TR7VnI_53WMTRCbdCE-1740924357-1.0.1.1-k2uO4NosDcokjcHp64CfgqJ853nY3LD11hzPHTuzy7M",md: "lEfajuDrtybeS.xmn.D5M3kNFl7KunsSMBMhyI9STY0-1740924357-1.2.1.1-6tHmUbum_IUVQybxtl6CGuWYg027uCrireWcQDNumlwVrxq8cpwrZ3x1xMRcDUiXiCfpsYmtBgCnkJK.8q.TVtV.rKW79_aOBXgJG8ncMka4EGDNxZ9dHux8RHOYbgLs.X7BzB261nBvjDBTZXYxB8y9ijXJn78oPtlLyR4SHRioPmsPb9sid65AspyHHDiGloeG5im7kixTl_xKvNYGYB_vyRt8ZZqsf5uBFzXXeUU1eSo8ZjfGCsLWul9N14SzpjeMZyqzvedJKU_eXcUdCyVVjc.2Gja.tUVy870yr5fq.dPKg1roiiY6L8DnEBf6I1UUTAWfBqa4sq8RGSlv67bJLgNb1ZAEQnJ0f32ZUqfuA81pbf.3EYjTL6jw_43WkNWrcNHKqPDrpK1KmlvSpf1JTV7ION7IVXRfoPztubR8x61uJOekpjrtKejjnaHsOONKltZ1tJe_5ZUFrnfsX8A46B1inZFY_7.Lt7WfPvJp2Y0.nUQLw6LrjB541147jMZgmhV3RJnlJR6NEmzzwLfIJxf.3CBEA9MA2mOgPIGBkEmzTVi4D_fm7KOvlmlyUb3b5m9IV9HI5VgjO3c2ddXAi6k_jAFCggqP0KdKdXL8H0Yh57CPpyW4e4icBF.gGWIXqvf6Mp2xTztMKimCQHmA9wjoTGtaOm5eJmvcemrfzo03HIiEmWDQyoij9FvKAJ1.5.Y6t_sGajpNZu6qiG48PDQSzQY0p51T_CXS6Fe8rsKhoJq8HvFa8pUZcjPocmIf0q_klFSXMmyQFNM8NBAZZFlAOp2IbWxdto8YzrmGe2rCWYTuwNdnJg6ELB6Vc1O6zve4..aFpbW4_UGbYdC8o_SflnOpC5GXRqz8bIWH87jjW2Gl9ekmCnQM.YUb2UokrOq2lUeuliq03w3XTXXSh_YyrMYHXYThexBRz2k_RMt.HnlCxedU0VHWVOicYwOhnabQxtTqHIbQQ4MovXBFcSWJVITT3lLzi7b.18WVik.qjECj4rYfdkHvy6I7iQIZ4dhm8WJEfpsdDJfSz4mjBSlcu0w1SSC_pZrtwni0MIHuSrEk2Ni1L6DW2RGHTiD3k1_LkYNLo9bPO0I0VXClZDs9DC9.1yN_BoW7xtfZm.BlAEyzVP0vJNI_vioqW7Macf6soSDjltD2YDeemdeHS3.dMiEdKTEp9LU2DXS8GMFIXxIzDt1KN3Kjm.iKELT9fpH5uRFp3GkPAza6oBWr_mRu0wqAmii_9wySc8avKgpjOg6wiouDwIDwY2uEi321vsLrgCe5DHy.ONzDudOfpe9yF9RVd0NAv5.zlEfQiVIMHavkpVn7UyCGkv2G1TtYh9PNIkT1lYQsn3wui6Fof130o3OIkpEqlJnlPy6bcqTiahihuH7i7Af9gSzGhItYuWgL96.1hpMNqkdZ8kgjoRcG21bhd.b.FMKat8o",mdrd: "PYzpwbGLZGqS5CbTr4MdHSZs8VlCePwmUMqlzU.42Hc-1740924357-1.2.1.1-kLobx8XfiaNAQbafH_vqztVp_HMimmi6xgxXKAP_d7P81zptNTM2lOBcwFudi3y4ga6.DwMhti8z6K1GpdIVfTPu0hYU.bG6WUKzkQojvsicZgbuwSAWl8c4w5rACTjXUiiYeCR9X9AQlPiPbqXAZDQL8MAzcWy6SjaqDznQMTZZPu5A1ZELNF_pK9MhfEWk1tPurI.lM3kan6rDsALhzCVXLNM_XhRJH19r3Qyoj4Yf4Sd6_ym_DEwIhrdFKhvF7j_HnwiKSQW8D8x3GTzu0cHLdn9pdcQO8QhsFgvypC3St4_03Fy6zVwR1pQXG1iCG6cZd33FeEsqNlpG.RZe57GEWyraxx.Ir04m.5QLJfNWAKL00aUvkqAo.9280BsCpGRy_p3fTmhDJw5rTVdmm1Q_uSdw25lwmLh7ZHA1gVdQKYiSmqDrs.CZ1jLG.81vwcu.4UMLPKEpy6q7ooVHae9F7UvEPSLmNB5OOuJf8ag8dWLXfTnSRnbK7Ydw3iCVod3hf0sP4tjyPCpeeA5xpZY2f.nNpMsbk8x4uzMF.1RVH7.69faTVpO3iDFjVHbaS_9LMUEiBEt4QUB.meTnz9oByCtwLgLVUfs1VNX4Mhi6lhhRBA.UMcOOXGrVQIMMMJ8wu8Hj7wXsnTrNkON8.FgC0HvAo4VeKyhLROA5VGRppLG666vLgJq_BaOhVwu26SG.IWDugU1zX35IhGGKp_G197NypODDJFMNF6N7fTh_T9RtVv.Cv5G9rO0RMQPbAm1xL2LnJY2w.D9Ufn51xmt1.daXbNIkpymfwxCEPX2kQ.kSbMVtnqWstbsJx4aJ6UqjoKxX.TaH4r0Hkx9KCw11G73FgOS8_Lq7NZF6ej9t7s51HcXQKKHdJy2In51GDXcLHM4CVQgr37UuGgIy85M8VA7cm8rjknCWj2ahdCyn1ecUkiqB_YeAkH4Lx8d9ohDH.UF4tf21L5pAVPXtVuj1_u7GdUHD.EDN8R2W75IubylOnOew97wvleQ2spWLK..v2NwQB_uZQbhT6Cr.2sG17OzT1TEhZ31BXBUZqrjEp8It8I.X5TMAKyBB7uaieNl0ApZy0q6F5kWqWFryTRyJ28W0de0qHAkawZiAx69M1_tHBbITY3_l4dGRl8VPMnAb_j1PsDUWDSEvA9CBkVkDFAM7KlKGdeN4_T1YcpnMBFi7CS1TzHybLIT9zdsSUCvn6Yfi1q4hapMXzZ0N.yzXei6b0smLD0ekdX5l5jq4ePvRo9f2SGZPBymbklzcGDs3O83GJ2oHU6L9uuzTbOs5KEGeC_xdzY9BLfRfCZBq0I8ngxT51S0plROYDUS05K4mcI0IaZ6OIBL87S8_xyJheYUVlj5MzAZns.b6aoQycpZaUKf9f1qN7QCMdiAcLcdajz8ZcaV_LDgOJGmSde3yFCmjwrtZG6RXP9f4RFY1DZobQkdUynfihdGaFqN2xDT1C0zerloI8J4yu_AFVYhCaxN0EZKXdfs7s2MnV0VRz0gfnuXq_QaqyHQbIL0P5yzJ5W0eQlhEf34NSRnLZ.ezURIbppr_rK36c_q6WrWE.zwXNKAsnOoo.cW0NT6LxCScjRWrFhvlG7AQIixXFC.exOudtn4ppghb7Gx0Ztpm.FqmyG.EfTXNosqJs7AGCxmHk.3cmUziyLBPpqQxxMuMJHnE.UfB1moX3nYikEyoD3RT4X6ERS7cNP41Kft9PPDmwrlTobhxu_l3a355jspqRFWW5BA3sJDih7OiewRvvdKSSPaiyblx4NmPjwx6f_Vv95dNREUE174AeSgJVNhs0z58doZ7A6cWEREQxIkxCIuAf5kbeOG7sDz7FfaCqcyh9EPn2znU31tokUS6qTuGAG3eEj.Bus5uBvMhR447OtZ0i29rYL4bmAm2HMg0HfuIKLriHMvr2fhNwHW7gNk0bTIscZJ_4ffKwb..6_lN2MzaP5OJz5AyEPW7vbmY"};var cpo = document.createElement('script');cpo.src = '/cdn-cgi/challenge-platform/h/b/orchestrate/chl_page/v1?ray=91a173b01f0c9c53';window._cf_chl_opt.cOgUHash = location.hash === '' && location.href.indexOf('#') !== -1 ? '#' : location.hash;window._cf_chl_opt.cOgUQuery = location.search === '' && location.href.slice(0, location.href.length - window._cf_chl_opt.cOgUHash.length).indexOf('?') !== -1 ? '?' : location.search;if (window.history && window.history.replaceState) {var ogU = location.pathname + window._cf_chl_opt.cOgUQuery + window._cf_chl_opt.cOgUHash;history.replaceState(null, null, "\/insights\/opinions\/how-netdevops-transforms-network-management-for-ai-applications\/?__cf_chl_rt_tk=d4gEt2YjgzQVsjeUy8rEf8F_0TR7VnI_53WMTRCbdCE-1740924357-1.0.1.1-k2uO4NosDcokjcHp64CfgqJ853nY3LD11hzPHTuzy7M" + window._cf_chl_opt.cOgUHash);cpo.onload = function() {history.replaceState(null, null, ogU);}}document.getElementsByTagName('head')[0].appendChild(cpo);}());</script></body></html>