Neptune · Intelligence
RAG & Knowledge Assistants
A pilot that proves itself in weeks, on an architecture that survives production traffic. Clear escalation paths, so the system knows exactly when to hand off to a person.
Built to be trusted
with your data.
From strategy to production — AI that automates work and answers questions. Here is exactly what “RAG & Knowledge Assistants” delivers.
Built to scale down
A pilot that proves itself in weeks, on an architecture that survives production traffic.
Human in the loop
Clear escalation paths, so the system knows exactly when to hand off to a person.
Your stack, your cloud
Open models and portable infrastructure — no lock-in to a single vendor.
By the numbers
How we get you there
A repeatable path,
not a guess.
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Discovery
We map the real problem, and the outcome that would make this worth doing.
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Plan
Scope, architecture and success metrics, agreed before anything is built.
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Build
Working software or workflows, shipped in stages you can see.
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Test
Checked against real cases, not a demo script.
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Launch
Shadow mode first where it matters, then live, with a rollback that works.
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Support
Your team owns it; we stay reachable for what comes next.
Questions worth asking
Before you reach out.
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What does "RAG & Knowledge Assistants" actually include?
Built to scale down, Human in the loop, Your stack, your cloud — the specifics depend on where you are starting from, which is what the first call is for.
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How long does a typical engagement take?
4–10 weeks for a first working version.
- 03
Do you work with our existing tools?
Yes — we integrate with what you already run rather than asking you to replace it.
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What does it cost?
Every engagement is scoped individually. Tell us the problem and we will give you a real number, not a range.
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What happens after launch?
We stay reachable, and where you want it, a managed-services plan keeps things running and improving.
Keep exploring