Trigent Software today announced the upcoming introduction of ArkOS, an operator-grade AI workbench engineered to help enterprises rigorously validate AI decision logic and economics prior to production deployment, with a live showcase planned at MANIFEST 2026.
Quick Intel
As AI integration deepens into pricing, planning, compliance, and operational processes, production environments frequently reveal failure modes unseen during pilots. Without pre-deployment insight into economic viability, performance characteristics, and behavioral consistency, organizations face challenges in governance, explainability, and correction after systems go live.
ArkOS was built to close this validation gap. It functions as a controlled Faraday cage for AI decision-making, allowing teams to simulate and scrutinize workflows in isolation while maintaining full ownership and security.
"Enterprises don't struggle to build AI models; they struggle to scale decisions with accountability," said Shyam Khatau, Executive Vice President, Innovation at Trigent. "ArkOS gives operators a systematic way to understand why an AI decision was made, what it will cost, and whether it's ready to run in real operations."
By enforcing early-stage validation, ArkOS helps organizations test assumptions, observe execution paths, and confirm system readiness before committing resources to large-scale rollout. This methodical approach supports greater confidence in AI-driven decisions across regulated and margin-sensitive domains.
At MANIFEST 2026, Trigent will highlight ArkOS in the context of transportation and logistics, demonstrating its application to upstream validation of critical workflows. The focus includes identifying execution risks that could impact margins, service reliability, or customer trust before they manifest in live operations.
ArkOS represents Trigent's continued emphasis on delivering practical, accountable AI solutions that bridge innovation with operational integrity for enterprise-scale deployment.
About Trigent
Trigent is a data-first, AI-driven global technology solutions provider helping organizations modernize operations and build next-generation customer engagement models that deliver measurable business outcomes and bespoke experiences. We enable customers to lead the shift in their industries with trusted, scalable solutions that help them maximize their IT investments. With decades of experience, deep domain expertise, and strong technology capabilities, Trigent has been delivering end-to-end solutions for ISVs, enterprises, and SMBs since 1995.
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