{"id":80954,"date":"2026-06-09T19:05:38","date_gmt":"2026-06-09T13:35:38","guid":{"rendered":"https:\/\/matribhumisamachar.com\/en\/?p=80954"},"modified":"2026-06-09T19:05:38","modified_gmt":"2026-06-09T13:35:38","slug":"pega-eliminates-ai-token-tax-with-more-efficient-way-to-build-and-run-agentic-workflows","status":"publish","type":"post","link":"https:\/\/matribhumisamachar.com\/en\/2026\/06\/09\/pega-eliminates-ai-token-tax-with-more-efficient-way-to-build-and-run-agentic-workflows\/","title":{"rendered":"Pega Eliminates \u2018AI Token Tax\u2019 With More Efficient Way to Build and Run Agentic Workflows"},"content":{"rendered":"<p style=\"font-weight: 400; text-align: justify;\"><strong>Pega Infinity 26\u00a0provides predictable agent outcomes with\u00a0predictable cost and\u00a0<em>no metered token charges<\/em><\/strong><\/p>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>\u00a0<\/strong><\/p>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>Hyderabad, June\u00a0<\/strong><strong>9, 2026: Pegasystems Inc<\/strong>. (NASDAQ: PEGA), the enterprise AI software company for mission-critical work, today at\u00a0<a href=\"https:\/\/www.pega.com\/events\/pegaworld\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/www.pega.com\/events\/pegaworld&amp;source=gmail&amp;ust=1781097949409000&amp;usg=AOvVaw2yucPQ1b0a2dFyFDaIKmPw\">PegaWorld<\/a><sup>\u00ae\u00a0<\/sup>announced clients can now design, build, and run their agentic workflows across Pega Infinity<sup>TM\u00a0<\/sup>26\u00a0<a href=\"https:\/\/www.pega.com\/dontpayfortokens\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/www.pega.com\/dontpayfortokens&amp;source=gmail&amp;ust=1781097949409000&amp;usg=AOvVaw3BNATmO8ohlpcnEyaC1xrK\">without paying per token<\/a>. The\u00a0<a href=\"https:\/\/www.pega.com\/about\/news\/press-releases\/new-pega-predictable-ai-agents-combine-power-reasoning-predictability\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/www.pega.com\/about\/news\/press-releases\/new-pega-predictable-ai-agents-combine-power-reasoning-predictability&amp;source=gmail&amp;ust=1781097949409000&amp;usg=AOvVaw3q_L8Xds9zNRb60tFFrny1\">Pega Predictable AI<\/a>\u2122 architecture shifts the heavy AI reasoning to design time, so runtime agents are fast, reliable, and dramatically cheaper to run. This directly addresses two of the most pressing obstacles for enterprises trying to scale their use of AI agents: escalating token costs and unreliable outcomes.<\/p>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>\u00a0<\/strong><\/p>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>Market Context: The bill comes due on AI experimentation<\/strong><\/p>\n<p style=\"font-weight: 400; text-align: justify;\">Token bills are arriving, and they are shocking enterprise leaders. As organizations look to scale agent experiments to production, LLM providers are converting flat rate subscriptions to more expensive token-metered pricing \u2013 while quietly running up expensive\u00a0<em>reasoning\u00a0<\/em>tokens behind the scenes. The more complex the request, the more reasoning steps are required \u2013 and the more likely it generates an inadequate and inconsistent answer.<\/p>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>\u00a0<\/strong><\/p>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>A Closer Look: The Pega AI architectural difference\u00a0<\/strong><\/p>\n<p style=\"font-weight: 400; text-align: justify;\">Pega applies AI reasoning at\u00a0<em>design time<\/em>, when its creative power delivers the most value for reimagining outdated processes and systems. With\u00a0<a href=\"https:\/\/www.pega.com\/blueprint\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/www.pega.com\/blueprint&amp;source=gmail&amp;ust=1781097949409000&amp;usg=AOvVaw2JyDLwDgQqWjLkKW08ToDd\">Pega Blueprint AI<\/a>\u2122 and the new\u00a0<a href=\"https:\/\/www.pega.com\/products\/platform\/build-with-ai\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/www.pega.com\/products\/platform\/build-with-ai&amp;source=gmail&amp;ust=1781097949409000&amp;usg=AOvVaw3chXhj76lTTfxCoU7mv6ty\">Pega Infinity Studio<\/a>\u2122, Pega\u2019s design agents help teams design and build the optimal agentic workflows for their mission-critical business processes. Common examples include servicing a customer request, approving a loan, underwriting a claim, or optimizing a patient experience.<\/p>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>\u00a0<\/strong><\/p>\n<p style=\"font-weight: 400; text-align: justify;\">Once the workflows are designed and deployed, Pega shifts to a lighter weight semantic<em>\u00a0<\/em>mode of AI better suited for\u00a0<em>runtime<\/em>, when agents are called on to process millions of user requests efficiently and consistently. Instead of re-reasoning each new workflow, agents use a lightweight AI query to understand the user intent, find the best Pega workflow for the job, and then follow it step-by-step to complete the work. If a specific step needs deeper LLM use (e.g., to parse a document or summarize previous interactions), the step provides specific and bounded instructions to ensure predictability.<\/p>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>\u00a0<\/strong><\/p>\n<p style=\"font-weight: 400; text-align: justify;\">This approach delivers two critical benefits:<\/p>\n<ul style=\"text-align: justify;\">\n<li style=\"font-weight: 400;\"><strong>Predictable outcomes<\/strong>: Re-reasoning each workflow leads to inconsistent and unpredictable outcomes. Instead, agents connected to Pega follow pre-approved workflows consistently, which is critical for regulated industries &#8211; and smart for everybody.<\/li>\n<\/ul>\n<p style=\"font-weight: 400; text-align: justify;\">\n<ul style=\"text-align: justify;\">\n<li style=\"font-weight: 400;\"><strong>Predictable costs<\/strong>: Pega\u2019s approach uses AI reasoning\u00a0<em>once\u00a0<\/em>at design time, rather than inefficiently re-reasoning repeatedly at runtime, making it dramatically more efficient and affordable for agents to drive the processes that do the most work in a business.<\/li>\n<\/ul>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>\u00a0<\/strong><\/p>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>Interactive Token Calculator: How much are you wasting on inefficient AI agents?<\/strong><\/p>\n<p style=\"font-weight: 400; text-align: justify;\">To help enterprises quantify the benefits of this approach, Pega introduced the AI Token Cost Calculator. The interactive tool estimates possible savings by comparing Pega AI with token-metered alternatives based on users\u2019 workflow volumes. Many clients can realize a savings of more than 20x depending on workflow complexity and scale. Visit\u00a0<a href=\"http:\/\/www.pega.com\/ai-token-calculator\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=http:\/\/www.pega.com\/ai-token-calculator&amp;source=gmail&amp;ust=1781097949409000&amp;usg=AOvVaw0oYXubJ9h-TNFFqYIdPeOJ\">www.pega.com\/ai-token-calculator<\/a>.<\/p>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>Availability: Pay for the work being done, not thinking about what to do\u00a0<\/strong>Pega\u2019s outcomes-based approach charges per completed\u00a0<em>\u201ccase\u201d\u00a0<\/em>\u2013 a task executed from start to finish \u2013 not per seat or per token. For example, when a customer uses an AI agent to change an existing order, that completed interaction is recorded as a single case.<\/p>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>\u00a0<\/strong><\/p>\n<p style=\"font-weight: 400; text-align: justify;\">Available in Q3 this year, Pega Infinity 26 clients pay a single, flat price per completed case, regardless of how much Pega AI is used behind the scenes. This aligns cost directly to business value. For more information, visit\u00a0<a href=\"http:\/\/www.pega.com\/dontpayfortokens\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=http:\/\/www.pega.com\/dontpayfortokens&amp;source=gmail&amp;ust=1781097949410000&amp;usg=AOvVaw29rcLYjqbtG0jn8VCsqzHt\">www.pega.com\/dontpayfortokens<\/a><\/p>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>\u00a0<\/strong><\/p>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>Quotes &amp; Commentary<\/strong><\/p>\n<p style=\"font-weight: 400; text-align: justify;\">\u201cEnterprises are quickly waking up to the fact that tokenmaxxing is ridiculous: it can only lead to unsustainable costs and unpredictable results,\u201d said Alan Trefler, founder and CEO, Pega. \u201cAI best creates value when it delivers reliable outcomes at scale. That\u2019s why we don\u2019t charge clients based on how many tokens they use, but by the meaningful work they accomplish. Combined with an architecture built for governed execution, Pega now gives organizations unrivaled freedom to use AI agents.\u201d<\/p>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>\u00a0<\/strong><\/p>\n<p style=\"font-weight: 400; text-align: justify;\">\u201cWe have hit a point in the AI hype cycle where value and accountability have entered the conversation in meaningful ways, \u201csaid Liz Miller, vice president and principal analyst, Constellation Research. \u201cAI outputs have been confused with business outcomes, driving some to blindly support tokenmaxxing as if it was a measure of agentic success. LLM providers and business users must now show a return on their investments, their utilization, and their rising invoices. Solutions that consume tokens with high efficiency and intention will provide organizations with a key competitive advantage, allowing enterprises to continue to scale their agentic ambitions.\u201d<\/p>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>\u00a0<\/strong><\/p>\n<p style=\"font-weight: 400; text-align: justify;\"><strong>About Pega<\/strong><\/p>\n<p style=\"font-weight: 400; text-align: justify;\">Pega delivers the platform to reimagine, run, and evolve the processes and decisions an enterprise can&#8217;t afford to get wrong. We combine AI with proven architecture to keep mission-critical operations governed, scalable, and continuously adaptable. Since 1983, the world&#8217;s largest organizations have trusted Pega to turn transformation ambition into durable results. Learn more at\u00a0\u00a0<a href=\"http:\/\/pega.com\/\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=http:\/\/pega.com&amp;source=gmail&amp;ust=1781097949410000&amp;usg=AOvVaw0JF6_BRw94E-cLnYicIthW\">pega.com<\/a>.<\/p>\n<p>Featured Article<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Pega Infinity 26\u00a0provides predictable agent outcomes with\u00a0predictable cost and\u00a0no metered token charges \u00a0 Hyderabad, June\u00a09, 2026: Pegasystems Inc. (NASDAQ: PEGA), the enterprise AI software company for mission-critical work, today at\u00a0PegaWorld\u00ae\u00a0announced clients can now design, build, and run their agentic workflows across Pega InfinityTM\u00a026\u00a0without paying per token. The\u00a0Pega Predictable AI\u2122 architecture shifts the heavy AI reasoning &hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32016],"tags":[34883,30802],"class_list":["post-80954","post","type-post","status-publish","format-standard","","category-press-releases","tag-ai-token-tax","tag-pegasystems-inc"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.8.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Pega Eliminates \u2018AI Token Tax\u2019 With More Efficient Way to Build and Run Agentic Workflows - Matribhumi Samachar English<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/matribhumisamachar.com\/en\/2026\/06\/09\/pega-eliminates-ai-token-tax-with-more-efficient-way-to-build-and-run-agentic-workflows\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pega Eliminates \u2018AI Token Tax\u2019 With More Efficient Way to Build and Run Agentic Workflows - Matribhumi Samachar English\" \/>\n<meta property=\"og:description\" content=\"Pega Infinity 26\u00a0provides predictable agent outcomes with\u00a0predictable cost and\u00a0no metered token charges \u00a0 Hyderabad, June\u00a09, 2026: Pegasystems Inc. 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