Validated end-to-end

Network automation, validated end-to-end.

We design and deploy multi-vendor network automation. Every change is modelled, tested against your live topology, and proven before it touches production.

Validated, vendor-agnostic, deployed right the first time.

Digital Rabbit Holes - NetForge
80 %+
Fewer change-window incidents

On managed rollouts after switching to validated automation.

9 +
Vendor platforms supported

Cisco, Juniper, Arista, Nokia, Fortinet, Palo Alto, Mikrotik, Aruba.

100 %
Pre-deployment validation

Every change modelled and proven against your live topology.

30 min
Free discovery call

No obligation. We listen first, propose second.

Why Digital Rabbit Holes?

We build network automation that works on day one. Readable code, tested workflows, and validation against your real topology — so the change you push is the change you intended.

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First-time deployment

Pre-change simulation, drift detection and post-change verification baked into every workflow. No 2am rollbacks.

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Multi-vendor by design

Cisco, Juniper, Arista, Nokia, Fortinet, Palo Alto and more — orchestrated from one source of truth.

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Validation-first

Every change modelled against your real topology. Reachability, policy and convergence checks before push.

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You own the pipeline

Readable code, tests, runbooks. No black box. Your team operates it after we leave.

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Source-of-truth modelling

Pulls intent from NetBox, Infrahub or YAML and builds a vendor-neutral graph of the network.

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Pre-change simulation

Renders proposed config against a digital twin and runs reachability, policy and convergence checks.

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Atomic apply with rollback

Pushes change windows with structured pre-checks, atomic apply, and automatic rollback on failure.

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Post-change verification

Runs the same intent checks against the live network after deployment. Done means verified.

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Operators own it

We hand over readable code, tests, and runbooks. Your team operates the pipeline after we leave.

Validation beats hope. Every change proven before it ships.

Most automation stacks generate config and push it. We generate config, prove it does what you intended against a digital twin of your network, and only then push it. The result — change windows you can sleep through.

  • edit_notePlan — render proposed config and compile intent rules
  • scienceSimulate — reachability, policy and convergence checked against a topology twin
  • rocket_launchApply — atomic push with structured pre-checks and automatic rollback
  • verifiedVerify — same intent checks re-run on the live network. Done means proven.

How we engage

A clean three-step path from first call to a pipeline you own. No surprises, no long discovery rituals — we listen, scope, and ship.

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Discovery call

30 minutes, no obligation. We listen to your topology, your pain, and what “done” looks like.

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Scoping note

A short written summary of what we heard and what we’d recommend — sized to your team and timeline.

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Fixed-scope phase 1

Clear success criteria, agreed change windows, and a working pipeline at the end. Your team owns it from day one.

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Build with you, not at you

We pair with your network and platform engineers throughout. By go-live, your team can run, extend and trust the pipeline.

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Multi-vendor coverage

Cisco, Juniper, Arista, Nokia, Fortinet, Palo Alto, Mikrotik and Aruba — all from one source of truth.

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Long-tail support

After hand-over we stay reachable for the long tail — pipeline upgrades, vendor swaps, and the curly edge cases.