TrueFoundry, an enterprise AI infrastructure platform, lately introduced TrueFailover, a brand new resolution designed to maintain AI-powered purposes on-line even when main suppliers expertise outages and degradation.
The announcement comes as increasingly enterprises undergo main outages, leaving hundreds of customers unable to carry out mission-critical duties and scrambling for alternate options. These downtime situations usually immediately have an effect on the enterprise and its prospects by way of misplaced income alternatives, stalled conferences, missed service-level agreements, and tickets piling up. This creates a ripple impact that may rapidly have international implications.
“Most individuals expertise these outages as an inconvenience, like not having the ability to scroll by way of their favourite social media app,” stated Nikunj Bajaj, Co-Founder and CEO of TrueFoundry. “However for groups constructing AI techniques, it’s a stark reminder that even the largest, most dependable platforms fail, and that failure can have actual enterprise penalties if there isn’t any backup plan. Resilience is just not elective anymore — it’s structure.”
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AI now sits squarely in important companies:
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Pharmacies use GenAI to refill prescriptions to keep away from delaying drug supply.
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Gross sales groups depend on AI to generate proposals and outreach.
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Builders depend on AI coding assistants to ship quicker.
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Buyer assist groups deploying new brokers danger reputational harm if brokers don’t work the primary time.
The catch: most AI purposes depend on exterior fashions and APIs (LLMs, embedding providers, vector databases, and voice and imaginative and prescient APIs) that may fail, rate-limit, or degrade in high quality with out warning. Latest incidents have proven partial LLM outages, embedding APIs slowing to a crawl, and latency spikes in voice-generation providers.
“Too many groups have architected for functionality, not continuity,” Bajaj added. “They picked the ‘finest’ mannequin, however by no means requested what occurs when it’s unavailable at 3 p.m. on a Tuesday.”
Introducing TrueFailover: outage resilience for AI, by design
TrueFailover packages TrueFoundry’s multi-model and multi-region capabilities right into a targeted outage-resilience resolution that sits on high of the corporate’s AI Gateway and globally distributed deployment layer.
When a major mannequin, area, or supplier fails, TrueFailover ensures that AI workloads transition seamlessly to wholesome alternate options — with out requiring utility groups to rewrite code or manually reroute site visitors.
Key capabilities embody:
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Multi-model failover
Outline major and fallback fashions throughout a number of suppliers (e.g., OpenAI, Anthropic, Gemini, Groq, Mistral, or self-hosted) in order that if one mannequin is unavailable, rate-limited, or degraded, site visitors transparently shifts to a different. Because of this, customer-facing and inside AI apps hold responding even when a major mannequin breaks. -
Multi-region and multi-cloud resilience
Run AI endpoints throughout areas and clouds, with health-based routing that robotically diverts site visitors away from unhealthy zones whereas sustaining low latency for international customers. Regional outages develop into invisible to customers, as a substitute of world incidents. -
Degradation-aware routing
Constantly monitor latency, error charges, and high quality indicators in order that routing choices reply not solely to laborious outages, but in addition to slowdowns and partial failures. Keep away from “gradual however technically up” failures that quietly destroy consumer expertise and SLAs. -
Well being checks, monitoring, and tracing
Constructed-in well being probes, observability, and request tracing present a transparent incident timeline: the place failures originated, how site visitors was rerouted, and which fashions carried the load. Now, Website Reliability Engineering and platform groups can diagnose points in minutes, not hours, and show how TrueFailover mitigated the influence. -
Caching and price safety
Strategic caching shields suppliers from sudden site visitors spikes and protects prospects from rate-limit cascades throughout high-traffic occasions or upstream instability. This permits techniques to trip out demand spikes and supplier limits with out sudden brownouts or throttling surprises.
With TrueFailover, finish customers and inside groups don’t see the outage — they see a system that continues to reply. The incident turns into a routing resolution, not a enterprise disaster.
From “Which mannequin is finest?” to “How will we guarantee AI doesn’t break?”
Conventional AI conversations usually concentrate on benchmark scores and mannequin leaderboards. Ahead-looking enterprises are beginning with a special query: “How will we guarantee AI doesn’t break?”
“TrueFoundry empowers us to ship and scale AI capabilities seamlessly,” stated Raghu Sethuraman, Vice President of Engineering at Automation Wherever. “AI is now a elementary requirement, and the management, availability, and resilience TrueFoundry gives allow us to confidently speed up AI adoption and deployment throughout our group.”
TrueFoundry brings hardened stability to the evolving AI stack by embedding TrueFailover on the AI Gateway Layer. This allows organizations to leverage health-based routing and sleek failover, guaranteeing AI purposes stay as resilient because the world’s most sturdy distributed techniques.
TrueFailover will likely be provided as an add-on resilience module on high of the TrueFoundry AI Gateway and platform. An early entry program for design companions will open within the coming weeks, with broader availability to comply with.
Enterprises inquisitive about taking part within the TrueFailover early entry program can contact TrueFoundry through the corporate’s web site.
TrueFoundry is an Enterprise Platform as a Service that allows firms to construct, observe, and govern Agentic AI purposes securely, scalably, and with reliability by way of its AI Gateway and Agentic Deployment platform. Main Fortune 1000 firms belief TrueFoundry to speed up innovation and ship AI at scale, with over 10 billion requests per 30 days processed through the TrueFoundry AI Gateway and greater than 1,000 clusters managed by its Agentic deployment platform. TrueFoundry’s imaginative and prescient is to develop into the central management aircraft for operating Agentic AI at scale inside enterprises, serving because the command middle for enterprise AI. Headquartered in San Francisco, TrueFoundry operates throughout North America, Europe, and Asia-Pacific, supporting enterprise AI deployments for a few of the world’s most revolutionary organizations.
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