Fabrix.ai

FabrixAI is the agentic AI operational intelligence platform helping ITOps, SRE, NetOps & AIOps teams move from reactive firefighting to autonomous operations.

[Fabrix.ai @TheFabrixAI]

When a service goes down, engineers often spend the first part of an incident switching between monitoring, ticketing, cloud and network tools to piece together what happened.

An #AISRE can gather that evidence, test possible causes and execute an approved runbook. It can then check whether the service recovered and update the incident record.

That gives engineers more time for decisions that need their judgment, with permissions, approvals and escalation rules defining what the agent can do.

In our latest blog, @shail_manjrekar explains how AI SREs differ from AIOps and copilots, and how teams can prepare for this shift in reliability work.
https://t.co/W906047r9r

[Fabrix.ai @TheFabrixAI]

@TheFabrixAI is exhibiting at #GartnerIOCS 2026, Dec 8-10, Las Vegas. Visit Booth #557 to see Governed VibeOps, and join @shail_manjrekar on the @Gartner_inc Theater Stage on Dec 8. Schedule a meeting: https://t.co/1WsC4ajNhD
#GartnerIOCS26 #VibeOps #AgentOps #AgenticAI #AIAgent

[Fabrix.ai @TheFabrixAI]

Imagine asking your system: "Show me every service degraded by this change window and draft the rollback", and getting a live, custom workflow back instantly.

That's the shift from UX to Vibe-Coded Experience (VX).

Instead of hunting across dashboards, operators state their intent and get instant answers. We've seen this firsthand at @TheFabrixAI: a Fortune 500 energy customer cut their VPN root-cause analysis from hours to about 3 minutes.

The gap between understanding a problem and solving it is shrinking from months to days, but to make that kind of speed work at scale, governance can't be an afterthought.

Our CMO and AI Strategy, @shail_manjrekar, breaks down what VX means for operators and enterprise guardrails in his latest piece for @ForbesTech. Read the full article here: https://t.co/zCcwVfsV0e

[Fabrix.ai @TheFabrixAI]

Most dashboards show you what's happening. But who's actually doing the work behind them? In this demo, Rached Blili walks through “Agents with Jobs” on the @TheFabrixAI platform: #AIAgents that run real #operationaltasks behind the #dashboard. They check #networkhealth, run #vulnerabilityassessments, and return findings your team can act on. No more jumping between ten tools to work out why something looks off. The #agents do the digging, and you get the insight.

https://t.co/gWYFaIU0ov

[Fabrix.ai @TheFabrixAI]

@AWS #MSPs: ready to add #AIagents to your #managedservices?

@TheFabrixai has joined the #AWSMSP Program as an #AgenticAI Platform Tool, with adoption support available through AWS #MSPTooling Funding.

Explore the capabilities and funding details: https://t.co/epcmKJ2u6d

[Fabrix.ai @TheFabrixAI]

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: https://t.co/NevXbXmbyN

What drives your team's patching priorities: severity, exposure, or business impact? Share your thoughts in the comments below!

[Fabrix.ai @TheFabrixAI]

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: https://t.co/a2IM2ciAMJ

[Fabrix.ai @TheFabrixAI]

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: https://t.co/fP9XSjug0e

@shail_manjrekar @tprayaga @bkrishnamsetty @SplunkPartners #SplunkConf

[Fabrix.ai @TheFabrixAI]

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 https://t.co/B6NItSlmWK is bringing to .conf26 and book a meeting with our team here:
https://t.co/fP9XSjug0e @Cisco
#SplunkPartners #AgentOps #AgenticAI

[Fabrix.ai @TheFabrixAI]

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: https://t.co/fP9XSjug0e

[Fabrix.ai @TheFabrixAI]

#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.

[Fabrix.ai @TheFabrixAI]

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: https://t.co/EMEKr4hO7f

[Fabrix.ai @TheFabrixAI]

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: https://t.co/fP9XSjug0e

[Fabrix.ai @TheFabrixAI]

@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

[Fabrix.ai @TheFabrixAI]

@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: https://t.co/3yZrYpK5to

[Fabrix.ai @TheFabrixAI]

@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:
https://t.co/C6Ec6ji75w

Want to talk with our team while you're there? Book a meeting:
https://t.co/fP9XSjug0e

See you in Denver!

[Fabrix.ai @TheFabrixAI]

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: https://t.co/1WrJNnrNQs

[Fabrix.ai @TheFabrixAI]

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: https://t.co/IMgWwrvLY8

[Fabrix.ai @TheFabrixAI]

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: https://t.co/Bz2DNGPqBV

[Fabrix.ai @TheFabrixAI]

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: https://t.co/8u3fRH576I