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The question this service answers: "make it smart, and keep it private."
Whether you are a solo consultant multiplying your own capacity, a growing company capturing institutional knowledge before it walks out the door, an industrial site streamlining operations, or a strategic entity securing sensitive data — this service deploys local models, private knowledge bases, external signal pipelines, and workforce alignment, under your own control.
Where this service starts and stops
Intelligence includes
Sovereign knowledge bases (RAG), local model deployment, private external signal pipelines, turn-key training engineering, and workforce/operational alignment — sized to your scale.
Intelligence does not include
Routing your proprietary data through public cloud AI APIs. Simple linear scripts (that's Automation). Standard web applications with no AI/knowledge component (that's Development).
The line that matters most: anything under this service runs on infrastructure you or we control — never through a third-party API that could see your archives, trade secrets, or client records in transit.
What we ship
Sovereign knowledge bases & private RAG
Local archives, precedent, research, catalogues, or standard operating procedures turned into a private search-and-reasoning engine. Works for a solo practitioner or an entire organisation, fully air-gapped if required.
Market, domain & API signal intelligence
Automated, target-specific data collection — tracking demand signals, monitoring supply chains, following commodity or regulatory feeds. Raw external inputs turned into situational awareness for your business specifically.
Training engineering & turn-key seminars
Practical enablement programmes: onboarding paths for new hires, executive briefings on AI governance, and technical seminars on applying local models to your specific operation.
Workforce & operational alignment
An honest evaluation of operational output against headcount. Where it applies: role restructuring, targeted recruitment or departures, replacement planning, and onboarding systems that prevent knowledge loss during transitions.
Scaled for your footprint
Freelancers & small operators
Multiply individual leverage: a private knowledge engine for client work, automated briefings, local models running on standard workstation hardware.
Growing companies & industrial sites
Capture factory SOPs and expert knowledge before retirements or departures, streamline cross-department communication, and size workforce overhead against real operational output.
Institutional & strategic environments
Air-gapped deployments, zero-cloud dependencies, custom signal aggregation, and data sovereignty under a strict security perimeter.
How we work
- No data leakage — your archives, trade secrets, and client records never travel through a public third-party API as part of this service.
- Full ownership — you keep the data indices, local model configurations, training materials, and workflows outright.
- Once deployed, ongoing hardware and hosting move to Infrastructure or Numerimondes Cloud — separate, optional engagements.
Registered purpose includes information-systems consulting, digital transformation, and HR strategy consulting. Day-to-day positioning lives here; official identifiers under Legal .
Pricing method
Whether you are an independent consultant or an industrial operator, we do not bill per-token fees or place ongoing rent on your own knowledge assets. What we commit to:
- An initial scoping exchange — identifying operational bottlenecks, hardware requirements, and data structure before any contract.
- A closed-scope quotation, broken into delivery milestones (knowledge setup → pipeline integration → enablement).
- Absolute ownership — you retain all data indices, local model configurations, training systems, and workflows.
| Formula | Scope | Typical basis |
|---|---|---|
|
Scoping sprint
|
Knowledge-indexing plan, hardware sizing, signal mapping
|
Fixed price, ~1 week
|
|
System build & integration
|
Local model deployment, RAG setup, signal-pipeline integration
|
Fixed price per milestone
|
|
Enablement & seminars
|
On-site or remote training, team onboarding, operational documentation
|
Fixed price per programme
|
Payment stays milestone-based, as on every Numerimondes service.
Go deeper
Sizing local inference hardware
How to choose workstation GPUs, edge nodes, or local server capacity for private intelligence workloads.
Next step
Numerimondes SARL AU — RC 152844 · ICE 003396233000077 · Casablanca, Morocco · contact@numerimondes.com · +212 6 20 99 06 92