Forward Networks has officially entered the next phase of AI-driven network operations with the launch of its Forward Networks agentic AI, a system built on the company’s mathematically accurate network digital twin.
Unlike many AI tools that simply add a conversational layer on top of existing platforms, Forward Networks agentic AI is designed to plan, reason, and execute multi-step workflows across hybrid and multi-cloud environments—while maintaining deterministic verification of every outcome.
From AI Assist to True Agentic AI
Forward Networks first introduced AI capabilities in 2024 with AI Assist, a feature that translated natural language questions into structured queries. While useful, it largely functioned as a conversational interface.
The newly launched Forward Networks agentic AI takes a fundamentally different approach.
Instead of just answering questions, the system dynamically builds execution plans, pulls data from the network digital twin, interacts with external platforms such as ServiceNow, and presents a fully traceable reasoning path to operators.
This shift moves AI from passive assistance to active, verifiable decision-making.
Why the Network Digital Twin Matters
Forward Networks was founded in 2013 by four Stanford PhDs and spent over a decade developing its core network digital twin technology before introducing AI. That foundation is what makes its agentic system different.
According to CEO and co-founder David Erickson, the company’s mission has always centered on a single question:
Does the network behave exactly as intended in production—by design and across changes?
Answering that requires more than visibility. It requires a mathematically accurate model of the network itself, which now serves as the grounding layer for Forward Networks agentic AI.
How Agentic AI Changes Network Operations
In real-world troubleshooting, the difference is clear. When tasked with triaging a ticket, the agent can:
- Read the ticket context
- Identify relevant network entities
- Run automated path analysis
- Correlate data across systems
- Deliver a verified diagnosis
All steps remain visible to operators, allowing teams to validate results before taking action.
This transparency marks a sharp contrast with black-box AI systems that produce answers without showing how they arrived there.
Custom Agentic Framework for Context Control
Rather than relying on popular agent frameworks like LangChain or CrewAI, Forward Networks built its own system to maintain tight control over context engineering—a critical factor in agentic AI reliability.
Context is pulled from a layered data stack:
- Raw device configuration and state
- Normalized, queryable network models
- Behavioral analysis that simulates packet paths, exposure risks, and blast radius
This ensures the agent has exactly the information it needs—no more, no less.
Tackling AI Hallucinations Head-On
Hallucinations remain one of the biggest risks in AI-driven operations. Forward Networks agentic AI mitigates this in two key ways:
- Deterministic grounding in the digital twin, not probabilistic guesses
- Full reasoning transparency, with evidence available for every recommendation
The company also uses a rigorous evaluation framework to prevent regressions as the system evolves.
Built for Hybrid, Multi-Vendor Networks
The digital twin behind Forward Networks agentic AI supports dozens of vendors, Layer 2 through Layer 7 protocols, and environments spanning on-prem infrastructure, AWS, Azure, Google Cloud, and Kubernetes.
This multi-vendor foundation removes the need for operators to juggle multiple CLIs, vendor-specific syntax, and fragmented data sources—one of the biggest pain points in modern network operations.
As co-founder and chief AI officer, Nikhil Handigol puts it, the real differentiator in AI-powered systems isn’t the interface—it’s the foundation they’re built on.
Why This Launch Matters
Forward Networks agentic AI signals a broader shift in enterprise AI—from conversational helpers to verified, execution-capable agents. By grounding AI in a deterministic network digital twin, Forward Networks is positioning itself at the forefront of safe, scalable network automation.
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