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Platforms

Multi-Vendor by design.

We architect your agents on the platforms that maximize value, cost and sovereignty. The client keeps final control; GEOVTC brings comparative expertise.

Selection matrix

Which agent for which use case.

A few examples from our recent engagements. The full matrix is delivered at mission start, calibrated to your constraints.

Use case

Massive document analysis

Recommended

Claude Opus 4.8

Why

Long context, structured reasoning, sourced citations

Alternatives

GPT-5, Kimi K2

Use case

Coding agent

Recommended

Claude Code

Why

Excellence on tool use, refactor, test-driven

Alternatives

ChatGPT Agent

Use case

High-volume conversation

Recommended

MiniMax / Kimi

Why

Optimized cost per token, low latency

Alternatives

Claude Haiku

Use case

Sovereign open-source deployment

Recommended

Hermes 4 (Nous)

Why

Self-hosted EU, open weights, auditable

Alternatives

DeepSeek

Use case

ERP workflow with MCP

Recommended

Claude + Claude Agent SDK

Why

Rich MCP ecosystem, stable primitives

Alternatives

GPT Assistants

Our arbitration method

Four criteria, no favoritism.

i.

Capability

Public benchmarks, internal tests on your real cases, output variance measurement.

ii.

Cost per task

Input/output tokens, latency, retry overhead. Computed on projected volumetry.

iii.

Sovereignty

Hosting, transit, traceability, rights on data and outputs.

iv.

Resilience

Multi-vendor fallback by design. No critical system depends on a single vendor.

Platforms we operate

Continuous monitoring. Permanent evaluation.


AnthropicClaude

Anthropic Claude

OpenAI

OpenAI

MoonshotKimi

Moonshot Kimi

MiniMax

MiniMax

NousHermes

Nous Hermes

+

+ continuous watch

First step

45 minutes to map your 3 AI quick wins.

Free audit, no commitment. You walk away with a workflow map, 3 priority use cases, and an indicative valuation of the value at stake.