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With AI, Everyone is a Dev. EveryDev.ai © 2026
    1. Home
    2. Developers
    3. Forward Networks

    Forward Networks

    Forward Networks transforms networks to be reliable, agile, predictable, and secure. Its software creates a mathematically accurate digital twin of multi-vendor, hybrid and multi-cloud networks so network, security, cloud and compliance teams can understand behavior, verify intent, predict change impact, and operate with confidence.

    Visit Website

    At a Glance

    1Tool Listed
    4Products
    11Capabilities
    Discussions
    Santa Clara, CaliforniaHeadquarters
    2013Est.
    280Employees
    $112.1MRaised
    Focus Areas
    Network Management
    Autonomous Systems
    Conversational Agents
    Connect
    Latest News
    Forward Predict is now generally available.Sep 29, 2026
    Forward Networks introduced Forward AI for trusted, verifiable network answers and agentic operations.Jan 29, 2026
    Markets
    • Large enterprises with complex multi-vendor networks
    • Financial services
    • Telecommunications and service providers
    • Media and entertainment
    • +4 more

    AI Tools by Forward Networks

    (1)
    View Forward AI
    Forward AI tool icon

    Forward AI

    AI Network Digital Twin Assistant

    Network ManagementAutonomous SystemsConversational AI

    Discussions

    No discussions yet

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    Latest News

    09/29/2026

    Forward Predict is now generally available.

    forwardnetworks.com
    01/29/2026

    Forward Networks introduced Forward AI for trusted, verifiable network answers and agentic operations.

    forwardnetworks.com
    01/27/2026

    Forward announced record 2025 results; multi-year deals surged 175 percent.

    forwardnetworks.com
    02/26/2026

    Forward expanded operations to Japan with local support, services and partnerships.

    forwardnetworks.com

    Products & Services

    4
    Forward Enterprise

    The core network digital-twin platform. It ingests configuration and operational state from routers, switches, firewalls, load balancers, cloud environments and other infrastructure to create a mathematically accurate, vendor-agnostic model for discovery, inventory, topology, search, path analysis, policy verification, security and compliance.

    Forward AI
    January 29, 2026 (announced; general availability scheduled for April 2026)

    Agentic AI capability built on Forward Enterprise. It answers natural-language network questions with inspectable evidence, supports persona-aware investigations, validates automated actions against the digital twin, and exposes a verification foundation through MCP and APIs.

    Forward Predict
    September 29, 2026 (general availability)

    Change-impact prediction capability that uses the digital twin to show the likely effect of proposed network changes before they reach production.

    Network Query Engine (NQE)

    Forward Enterprise's query engine for searching network behavior and state like a database, writing reusable checks, tracing paths and validating routing, firewall, segmentation and configuration intent.

    Market Position

    Forward positions itself as the network-digital-twin and mathematically verified alternative to fragmented monitoring, documentation and automation tools. Its differentiator is a behaviorally accurate, vendor-agnostic model that can prove reachability and policy behavior and predict change impact across on-premises, cloud and hybrid networks. Identified competitors and alternatives include NetBrain Technologies, IP Fabric and NetFabric.

    Leadership

    Founders

    DE

    David Erickson

    Stanford Ph.D. graduate and member of the Stanford team that created and operated early software-defined/OpenFlow networks; CEO and co-founder of Forward Networks.

    NH

    Nikhil Handigol

    Stanford Ph.D. graduate and early software-defined-networking researcher; co-founder, formerly Forward's networking architect and now Chief AI Officer. He is a named co-inventor on eight network-analysis and monitoring patents.

    BH

    Brandon Heller

    Stanford Ph.D. graduate and member of the Stanford software-defined-networking/OpenFlow research team; CTO and co-founder of Forward Networks.

    PK

    Peyman Kazemian

    Stanford Ph.D. graduate whose dissertation research produced techniques for accurately modeling complex network-device behavior and formally verifying network properties; Chief Scientist and co-founder.

    Executive Team

    DE

    David Erickson

    CEO and Co-founder

    Stanford Ph.D. graduate and early software-defined-networking researcher.

    NH

    Nikhil Handigol

    Chief AI Officer and Co-founder

    Stanford Ph.D. graduate; leads Forward AI and has designed mathematically grounded systems for large-scale network operations.

    Board of Directors

    DE
    David Erickson
    CEO and co-founder; director
    BH
    Brandon Heller
    CTO and co-founder; director
    VH
    Victor Hwang
    Director; Managing Director and co-head of MSD Growth

    Founding Story

    The four founders met as Stanford Ph.D. researchers operating early OpenFlow networks. They experienced firsthand that existing tools could not handle the complexity of those networks, then learned enterprise operators had the same problem. Peyman Kazemian's research on accurately modeling device behavior and formally verifying network properties became the technical foundation for a company intended to replace spreadsheets, tribal knowledge and guesswork with a behaviorally accurate mathematical model of the network.

    Business Model

    Revenue
    Forward reported 139% ARR growth from FY2021 to FY2022.

    Revenue Model

    Enterprise modular subscription licensed by modeled device, not by user, query or event. Customers start with a Base module and add Network and/or Security modules; the company also provides customer success and professional services.

    Pricing Tiers

    Base

    Required foundation with discovery, inventory, topology and search.

    Network

    Additive module for network operations and assurance.

    Security

    Additive module for security, policy and compliance use cases.

    Privately held; no IPO announcement or public IPO plan identified.

    Target Markets

    Industries & Segments
    • Large enterprises with complex multi-vendor networks
    • Financial services
    • Telecommunications and service providers
    • Media and entertainment
    • Technology companies
    • Healthcare and pharmaceuticals
    Use Cases
    • Network operations troubleshooting and faster incident resolution
    • Security operations, attack-surface and vulnerability analysis
    • Cloud and hybrid-network visibility and assurance
    • Compliance audits, continuous policy validation and federal requirements
    • Change management, migration, mergers and acquisitions
    • Network automation with pre-change safety verification
    Notable Customers
    • Goldman Sachs
    • PayPal
    • S&P Global
    • IBM

    Quick Facts

    Headquarters
    Santa Clara, California, United States
    Founded
    2013
    Entity Type
    Forward Networks, Inc.
    Employees
    280
    Total Funding
    $112.1M disclosed funding (reported by Startup Intros; Forward has publicly announced $85M across Series C and D)
    Investors
    MSD Partners, Goldman Sachs Asset Management
    Office Locations
    Santa Clara
    Bangalore
    London
    Japan

    Funding History

    Series C$35M
    October 2019
    Goldman Sachs
    Series D$50M
    January 24, 2023
    MSD Partners

    History & Milestones

    January 29, 2026

    Forward introduced Forward AI, led by co-founder Nikhil Handigol, with evidence-backed answers and an MCP-based verification layer for agentic workflows.

    February 26, 2026

    Forward announced expanded operations in Japan, including local support, services and strategic partnerships.

    September 29, 2026

    Forward Predict became generally available, adding pre-deployment impact prediction to the Forward platform.

    April 25, 2025

    Forward introduced always-accurate endpoint collection in Forward Enterprise to improve security, compliance and reduce tool sprawl.

    January 25, 2024

    Forward announced its first generative-AI feature, AI Assist, as part of its digital-twin product roadmap.

    Key Capabilities

    11
    Mathematically accurate digital twin of the production network
    Multi-vendor and hybrid/multi-cloud modeling across AWS, Azure, Google Cloud and IBM Cloud
    Network discovery, inventory, topology and normalized visibility
    Network Query Engine for database-like search and reusable validation checks
    End-to-end path analysis and reachability verification
    Policy, segmentation, compliance and zero-trust validation

    Integrations & Partnerships

    Platform Integrations

    • Forward MCP Server and APIs
    • AWS, Microsoft Azure, Google Cloud Platform and IBM Cloud
    • ServiceNow and CMDB workflows
    • NetBox Cloud
    • Infoblox NIOS DDI/IPAM
    • Arista CloudVision
    • Itential
    • Ansible

    Key Partnerships

    NetBox Labs
    Infoblox (certified ecosystem/technology partner)
    Arista CloudVision

    Connect

    Website
    forwardnetworks.com/
    X / Twitter
    forwardnetworks
    LinkedIn
    forward-networks
    YouTube
    @forwardnetworks
    Facebook
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    Instagram
    forwardnetworks

    AI Topics

    3

    Forward Networks focuses on these topics:

    Network Management(1)
    Autonomous Systems(1)
    Conversational Agents(1)
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