Enterprise AI orchestration has become the defining challenge of the agentic era \u2014 not because the models aren\u2019t ready, but because most enterprises aren\u2019t.<\/p>\n
The whole software stack is being reimagined for an agentic world, and the companies that win will be those that build the right controls. That scaffolding must combine process orchestration<\/a>, a governed data context layer and application intelligence that humans can trust and control, according to Michael Beckley<\/a> (pictured), co-founder and chief technology officer of Appian Corp.<\/p>\n \u201cThere\u2019s a great mystery about how to make AI useful for more than just prototyping. How do you actually trust it? How do you make it reliable and repeatable and deterministic so that you can trust it for missions that matter?\u201d Beckley said. \u201cBuilding that harness around AI \u2014 that\u2019s what companies like Appian are doing, and it\u2019s really remarkable the value that we\u2019re able to unlock.\u201d<\/p>\n Beckley spoke with theCUBE\u2019s Dave Vellante<\/a> and Alison Kosik<\/a> at Appian World 2026<\/a>, during an exclusive broadcast on theCUBE, SiliconANGLE Media\u2019s livestreaming studio. They discussed enterprise AI orchestration, Appian\u2019s data fabric strategy and which architectural choices will define AI leaders over the next two years. (* Disclosure below.)<\/p>\n Enterprise AI orchestration hinges on process and data context<\/p>\n There\u2019s an unmistakable reality to process-centric AI deployments<\/a>: Orchestration alone is not sufficient if the underlying data is siloed, ungoverned or inaccessible to agents. Appian built its data fabric not originally for AI, but to unify enterprise data sources into a virtual, read-write layer \u2014 and that investment is now bearing out as agent deployments scale, Beckley noted.<\/p>\n \u201cThe value moves to the harness \u2014 how do you orchestrate different AI agents, how do you ensure that the data they have access to is correct and accurate and is in the right context \u2014 and so it\u2019s not just the orchestration,\u201d he said. \u201cIt\u2019s also the context layer beneath the orchestration that the value moves into.\u201d<\/p>\n Drawing a parallel to the iPhone, no single capability creates a breakthrough \u2014 it is the combination of process orchestration, data context and application awareness working together that determines success<\/a>, according to Beckley. Among the announcements at Appian World 2026 is a new partnership with Snowflake Inc. that extends the data fabric\u2019s reach by connecting directly to Snowflake Cortex AI<\/a>, dramatically expanding the pool of enterprise data available to Appian-orchestrated agents.<\/p>\n \u201cWhen you\u2019re building on Appian, that process core keeps working \u2014 it\u2019s our responsibility to make sure that underneath the covers, it\u2019s still being prompted in an optimal way and that the model\u2019s giving you the best answers,\u201d Beckley said. \u201cYou want to have the right mix of intelligence and determinism.\u201d<\/p>\n That mix demands more than good architecture, instead requiring continuous visibility into whether processes are actually delivering the outcomes enterprises expect, Beckley explained. As AI operates at a speed and scale that outpaces human oversight, real-time telemetry mapped to business KPIs becomes the difference between a deployment that holds and one that quietly drifts.<\/p>\n \u201cIt\u2019s very important that you\u2019re able to map out a process end to end, measure it and monitor to always know you\u2019re getting the results you expect, especially at AI velocity,\u201d Beckley said. \u201cIt\u2019s very hard for humans to keep up.\u201d<\/p>\n Here\u2019s the complete video interview, part of SiliconANGLE\u2019s and theCUBE\u2019s coverage of Appian World 2026<\/a>:<\/p>\n (* Disclosure: TheCUBE is a paid media partner for Appian World. Sponsors of theCUBE\u2019s event coverage do not have editorial control over content on theCUBE or SiliconANGLE.)<\/p>\n Photo: SiliconANGLE<\/p>\n Support our mission to keep content open and free by engaging with theCUBE community. Join theCUBE\u2019s Alumni Trust Network, where technology leaders connect, share intelligence and create opportunities.<\/p>\n 15M+ viewers of theCUBE videos, powering conversations across AI, cloud, cybersecurity and more About SiliconANGLE Media<\/p>\n SiliconANGLE Media is a recognized leader in digital media innovation, uniting breakthrough technology, strategic insights and real-time audience engagement. As the parent company of SiliconANGLE<\/a>, theCUBE Network<\/a>, theCUBE Research<\/a>, CUBE365<\/a>, theCUBE AI<\/a> and theCUBE SuperStudios \u2014 with flagship locations in Silicon Valley and the New York Stock Exchange \u2014 SiliconANGLE Media operates at the intersection of media, technology and AI.<\/p>\n Founded by tech visionaries John Furrier and Dave Vellante, SiliconANGLE Media has built a dynamic ecosystem of industry-leading digital media brands that reach 15+ million elite tech professionals. Our new proprietary theCUBE AI Video Cloud is breaking ground in audience interaction, leveraging theCUBEai.com neural network to help technology companies make data-driven decisions and stay at the forefront of industry conversations.<\/p>\n","protected":false},"excerpt":{"rendered":"Enterprise AI orchestration has become the defining challenge of the agentic era \u2014 not because the models aren\u2019t…\n","protected":false},"author":2,"featured_media":20062,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[24,25,4808,14214,396],"class_list":{"0":"post-20061","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai","8":"tag-ai","9":"tag-artificial-intelligence","10":"tag-kelly-knight","11":"tag-process-orchestration-has-become-the-critical-mandate-for-enterprise-ai","12":"tag-siliconangle"},"_links":{"self":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts\/20061","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/comments?post=20061"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts\/20061\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/media\/20062"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/media?parent=20061"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/categories?post=20061"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/tags?post=20061"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\n11.4k+ theCUBE alumni \u2014 Connect with more than 11,400 tech and business leaders shaping the future through a unique trusted-based network.<\/p>\n