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$1.15m+ pre-seed to build the backbone of American Dynamism.Read our charter →

Ripline
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Built by engineers from SpaceX and Reflect Orbital

AI-native operations for the physical economy.

Ripline deploys AI agents so hardware teams land production without operational drag.

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the problem

Operations break down across siloed data, supplier delays, and compliance gaps. For mission-critical work, there's no unified system keeping it all on track.

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The solution

The system of action for American industry.

Ripline is the connective tissue for work across the supply chain, finance, compliance, and more. Every approval, exception, and handoff moves at production speed.

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ALT 0 FT AGL↓ 0 MPH
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  1. [ 01 ]Qualify and onboard suppliers
  2. [ 02 ]Route RFQs and compare responses
  3. [ 03 ]Track lead times and material blockers
[ Efficiency gain ]

Faster sourcing decisions. Fewer supplier-driven build delays.

  1. [ 01 ]Resolve PO, receipt & invoice exceptions
  2. [ 02 ]Explain cost variances
  3. [ 03 ]Cost observability
[ Efficiency gain ]

Fewer reconciliation loops. Faster spend decisions.

  1. [ 01 ]Automate license management
  2. [ 02 ]Classify parts and assemblies
  3. [ 03 ]Maintain continuous audit readiness
[ Efficiency gain ]

Continuous readiness without slowing production.

WHO IT’S FOR

Built for the companies building hard things.

Aircraft and rocket bodies on trestles inside a hangar
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Aerospace

Design reviews in hours, not weeks. Automate compliance, documentation and reviews.

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Defense

Supply chain and compliance, handled end to end. Source the right parts from the right suppliers at the right time.

For COOs and VPs of Operations at companies with 10+ employees. Where every week of operational drag delays production.

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Energy

Coordinate crews, assets and maintenance. Keep projects moving without operational bottlenecks.

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how it works

We deploy into your operations, not beside them

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Find bottlenecks firsthand

We forward-deploy into your operations and find the drag where it actually lives. Not where an org chart says it should be.

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Build an ontology agents can query

We turn your scattered data into a structured layer agents can query safely, with the context to act on it.

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Custom harnesses, end to end

We build model-agnostic agent harnesses that solve each problem start to finish. Every time you use them, they get better.

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data safety

Your deployment, your perimeter.

Ripline runs wherever your risk posture requires and nothing about that is a checkbox.

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Runs inside your perimeter

Managed by us on standard infrastructure or ITAR-ready AWS GovCloud, or bring your own cloud. Agents run entirely inside your VPC, and no request, prompt, or document leaves your environment.

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Model-agnostic by design

Export-controlled or classified-adjacent programs run exclusively on open-weight models inside your perimeter. Teams comfortable with frontier providers use them under existing agreements, BAAs included.

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Your data trains your models, not ours

Your data is never used to train shared models. Want models tuned to your operations? You own the result end to end, weights included. If you leave, the model leaves with you.

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Everything on record

Every agent action ships over an immutable audit trail, scoped by the system permissions you already enforce.

contact

Whether you're shipping hardware or running the operations behind it. Tell us where your operations lag your engineers.

Land production without the drag.

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