Fabrix.ai✓

October is #CybersecurityAwareness Month, a reminder that effective #vulnerabilitymanagement starts with understanding exposure. 👉 Which vulnerabilities affect your assets? 👉 Can attackers reach them? 👉 What business services and sensitive data are at risk? 👉 Who owns the fix? Severity scores help, but they need context. An actively exploited vulnerability in production may need attention before a higher-scoring issue on an isolated system. Fabrix SecOps Agents bring together #CVE risk, threat intelligence, identity risk, and patch prioritization to help teams focus on exposure and business impact. Explore the #SecOps agents: What drives your team's patching priorities: severity, exposure, or business impact? Share your thoughts in the comments below!

When #AIAgents start losing track of what matters, the instinct is often to blame the #contextwindow, but in practice, the bigger problem is usually what's inside that context. As conversations grow and agents call more tools, pull larger datasets, and carry more instructions, the context can quickly become cluttered. Important signals get buried, #token usage goes up, and the quality of the agent's reasoning starts to drop. In this episode, Rached Blili explains why context purity matters more than context size, and how the @TheFabrixAI @ContextEngine keeps #agents focused by compacting conversations, caching large tool responses, and loading only the instructions and tools needed for the task at hand. Watch the full episode here:

Great energy at @splunk #conf26 in Denver. @TheFabrixAI is here as a sponsor, and our team is on the floor meeting with customers, partners, and attendees to talk about Governed #VibeOps, #AgentOps, and the future of enterprise operations. The conversations have been strong, and it's been great connecting with the #Splunk community throughout the event. If you're at .conf26, stop by Booth P17 and say hello, or book a time with our team here: @shail_manjrekar @tprayaga @bkrishnamsetty @SplunkPartners #SplunkConf

Join us for today's @Splunk Theatre session, where our very own @shail_manjrekar, will share our perspective on Governed #VibeOps, Agentic #DataFederation, #ontology-driven context, and the path toward a unified #controlplane for enterprise operations. If you're at @Splunkconf, add "OBS2042 - Multi-Vendor, Governed VibeOps: #FabrixAI + #Splunk, Powered by Argos #SLMs" to your #conf26 agenda. See what else is bringing to .conf26 and book a meeting with our team here: @Cisco #SplunkPartners #AgentOps #AgenticAI

As the countdown to Splunk #conf26 gets closer, our very own CMO & AI Strategy - @shail_manjrekar, breaks down 3 key reasons to visit us on the show floor at booth #P17: 🔹#VibeOps Capabilities: Build custom web apps, AI agents, and agentic workflows on top of #Splunk and multi-domain data sources without being locked into rigid vendor dashboards. 🔹Governed VibeOps & Domain #SLMs: Ground your AI models in customer-specific data and deployments using domain-specific #SmallLanguageModels to ensure enterprise-grade #governance. 🔹Token Maxing: Scale your #AI use cases efficiently without blowing your budget through smarter #tokenoptimization, backed by real-world enterprise, #Telco, and #SI case studies. 📅 Book a meeting with our team here:

#Security teams don't need more alerts, but they need to know what actually matters. @TheFabrixAI #SecOps Agents continuously analyze vulnerabilities, threats, user behavior, and exposure across the environment to help teams prioritize risk and respond faster. From #CVE risk analysis to #threatintelligence, identity risk, and patch prioritization, the focus stays on real exposure and business impact.

The next era of enterprise software is taking shape around #AgenticAI. For architects and technology leaders, the opportunity now is to design #agenticsystems that are flexible, governed, scalable, and secure. #Forrester's The Architect's Guide to Agentic AI offers a practical look at the eight components shaping modern agentic architecture, including runtimes, reasoning, memory, tools, guardrails, security, evaluation, and orchestration. It also explores architectural patterns for #singleagent and #multiagent systems, helping teams choose the right approach for different use cases. A valuable guide for anyone shaping their enterprise agentic #AIstrategy. Get the report here:

At @splunk @Splunkconf, our CMO, AI Strategy, @shail_manjrekar, will explore what it takes to move beyond siloed observability and disconnected agentic layers toward a more unified approach to enterprise operations in his session, "Multi-Vendor, Governed VibeOps: #Fabrixai + #Splunk, Powered by #Argos #SLMs [OBS2042]." The session will dig into #federation vs. #orchestration, the barriers to building a unified #controlplane, why #ontology matters beyond the #CMDB, and how Governed #VibeOps can help teams turn operational context into #apps, #agents, #workflows, and action. See what @TheFabrixAI is bringing to Splunk #conf26 and register for a meeting here:

@TheFabrixAI helps enterprises turn fragmented, manual operations into #agent-driven workflows that deliver measurable outcomes. In this clip, Greg Kiser shares what that looks like from a customer and field perspective. For years, even a 2–3% improvement in operational KPIs was worth celebrating. With the right #AgenticAI approach, organizations are now seeing the potential for much bigger gains: faster recovery, fewer outages, quicker upgrades, less noise, and significantly higher productivity. The challenge isn't that enterprises lack tools or expertise; it's that people still spend too much time chasing #data across siloed systems, reconciling information, and manually following complex procedures. @TheFabrixAI brings the #operationalintelligence and #agenticautomation needed to connect those systems, capture domain expertise, and automate the work between them. @shail_manjrekar @Carahsoft

@TheFabrixAI is excited to share some major announcements during our upcoming VB(@VentureBeat) Spotlight on September 9. We’ll be unveiling new additions to our agentic platform, including: 🔶 Governed #VibeOps: Build, deploy, govern, and observe #agentic apps, agents, and dashboards with enterprise #guardrails, from idea to impact in hours. 🔶 Fabrix Family of #SLMs: Secure, sovereign, specialized models designed for mission-critical enterprise operations. 🔶 #FinOps & #Tokenomics: Granular visibility and built-in controls to make #AIeconomics measurable and sustainable. 🔶 Plus, we’ll share a Fortune 100 customer success story showing what this looks like in the real world. Register for the event here:

@TheFabrixAI is heading to Denver for @Splunk .conf26. And we're bringing a question with us: What happens when every vendor adds #AIagents, but none of them share the same #context? That's what we'll dig into in our .conf26 session: Multi-Vendor, Governed VibeOps: Splunk + Fabrix, Powered by Triton #SLMs We'll talk about what it actually takes to make agentic operations work across a multi-vendor enterprise: federation, orchestration, shared context, governance, and safe action. Including: → #Federation vs. #orchestration vs. #dashboards → The four barriers to a #unifiedcontrolplane → #MTTR → #MTTI → #MTTP → Why we say "#Ontology, not #CMDB” → Governed #VibeOps across #Splunk and the rest of the #ITstack Going to #conf26? Add our session to your agenda: Want to talk with our team while you're there? Book a meeting: See you in Denver!

Stop blaming #LLM when your #EnterpriseAI #agent fails in production. If your #AIAgents is hallucinating, it’s usually because it's working with fragmented, stale #data. Grounding is a #datalayer problem, not a #prompt problem. Find out why "agent-ready data" is the actual key to rescuing stalled #AIPilots:

Every #AI tool can generate a vibe-coded app, but what happens after you hit deploy? Standalone #vibecoding often leaves enterprises with blind spots: no #SSO, no #observability, and no #datagovernance. At @TheFabrixAI, we believe the generation layer is commoditized, but the platform underneath isn’t, which is why we’re moving from #uX to #vX (#VibeCoded #UserXperience). The #FabrixAI #AgenticPlatform enforces #governance at the architectural level, from the least-#agency principle to full #auditability and human #agentcollaboration, which gives your #agents a safe, scalable foundation. Dive into the full architectural breakdown on our CMO & AI Strategy - @shail_manjrekar's blog:

Many vendors promise #AIAgents, but they simply bolt them onto #siloed systems or demand that you re-ingest massive amounts of expensive data into a single platform. At @TheFabrixAI, we take a fundamentally different approach, keeping data where it resides and deploying federation #agents across existing stacks to build true cross-domain autonomy. Our CEO, @rdatla, has shared his insights on the architectural blueprint desired by enterprise leaders, along with the #FabrixAI approach and case study here:

We are excited to be featured in @zkerravala's latest piece on @thecubetv, which covers @TheFabrixAI's demonstration of our production-grade #AgenticOperations (#AgenticOps) platform at @CiscoLive! Here are a few interesting takeaways from the article on how #Fabrixai is helping enterprises turn the autonomy dial: 🔶 No Rip-and-Replace: Our Robotic Data Automation Fabric (RDAF) sits seamlessly on top of your existing software estate, connecting over 1,900 data sources. It creates a unified, hallucination-resistant semantic data layer for autonomous #agents. 🔶 #CollabOps: Bring Fabrix ambient voice agents directly into your #Webex, #Teams, #Zoom, or #Slack meetings. Engineers can simply ask the #agent to run a live #rootcauseanalysis during an #incidentbridge and drop the #diagnostics right into the chat. 🔶 Certified #SovereignAI: Highly regulated? No problem. Fabrix is now a certified #ISV for the #Cisco #SecureAIFactory. You can run our platform entirely on-premises on #CiscoAIPODs, keeping your data strictly local while cutting #TCO by 30- 40%. 🔶 Proven #ROI in Production: From reducing #Telco and #FinTech #NOC/#SOC #alertnoise by 85–90% to cutting energy sector IT/OT downtime by 35% without a single human ticket opened! Read the full article here:

Great to see our CMO, @shail_manjrekar, representing @TheFabrixAI at @Splunk's #Partner Virtual Training in Lisbon. Events like these matter as they're where #partnerships deepen and where the future of #EnterpriseAI operations gets shaped. #FabrixAI is proud to be a #strategicpartner across #Splunk, #Cisco, and the broader #AIOps ecosystem, delivering #AgenticAI that powers autonomous #ITOps, #NOCOps, and #SecOps for the #enterprise.

@TheFabrixAI is featured in @forrester's The #AIOps Platforms Landscape, Q2 2026, an overview of 26 vendors. Recognized as an #AgenticAI Operational Intelligence Platform for enterprise #IT, #NOC, #SecOps, and #Telco Read the report here: #AgentOps #ITOps

Who oversees your AI #Agents and makes sure your #AI agents don’t go wild? @TheFabrixAI Observability Agents read massive real-time #telemetry, flag anomalies as they emerge, and track exactly what your agents cost by user, persona, and model. Three agents, each with a clear job: ✅ Insights Agent: tracks cost, tokens, and spend against your allocation so usage never surprises you ✅ #AIObservability Agent: shows how your autonomous agents are behaving and performing in production. ✅ Summary & Reporting Agent: delivers scheduled and on-demand reports by email, CSV, and dashboard. See it in action by requesting a demo with the @TheFabrixAI team.

Production AI agents don't fail because the models are weak. They fail because there's no shared layer underneath them, no governance, no observability, and no control over costs or data access. That's the gap @TheFabrixAI closes. One platform, three planes: → #AgentPlane: Use out-of-the-box agents, customize them, or build your own → Agent #ControlPlane: Observability, spend controls, multi-LLM, security guardrails, audit & explainability → Agent #Orchestrator: Context/memory, dynamic tooling, and live data federation Users can leverage existing #agents, customize for your workflows, or build from scratch, all on shared #governance, #observability, and #enterprisedata. Explore the platform powering production #AIAgents here:

The real challenge in enterprise operations today isn’t a lack of tools but the lack of connection between them. @TheFabrixAI + @Splunk ITSI brings the full @Cisco ecosystem together into a single AI-managed operational layer across @meraki, Catalyst Center, ACI, SD-WAN, @thousandeyes, Intersight, @VMware, @AppDynamics, and more. From infrastructure telemetry to customer experience, teams get a single, intelligent operational view across every domain and customer touchpoint. What makes this powerful is not just observability, but the ability to move from insight to action through AI-driven service assurance, low-code automation, conversational AI agents, and MCP-connected tooling. This is what the Cisco One vision looks like in practice. #CiscoPartners #SplunkPartners #Cisco #Splunk #AgentOps #AgenticOps