AI is not a single purchase. It combines use cases, tools, skills, guardrails and organisational change.
01
AI strategy & adoption
Priorities, operating model, roadmap and metrics that move AI from curiosity to measurable outcomes.
02
Tooling & vendor selection
Independent comparisons of ChatGPT, Claude, Gemini, Copilot and alternatives, tested on your use cases.
03
Workflows, agents & governance
Assistants, automation and policies that improve productivity while protecting data, quality and accountability.
Use case · model · governance
There is no best model. There is the right model for the work.
We compare quality, integrations, administrative control, data handling and total cost against real use cases.
AIX
AI ecosystem
Commercial, cloud and multi-model platforms.
ChatGPT
Claude
Gemini
Microsoft Copilot
Mistral
ByoAI
Orientation comparison
Strengths and trade-offs, at a glance.
Features, plans and availability change: the final choice is validated against customer requirements, data and contracts.
Platform
Best for
Strengths
Considerations
ChatGPT
Cross-functional work and agents
Broad capabilities, tools, integrations and enterprise administration.
Govern connected apps, data, retention and group-level cost.
Claude
Long documents, analysis and development
Large context, controlled writing and technical workflows.
Check integrations, regional availability and operating model.
Gemini
Google Workspace organisations
Native integration with Gmail, Drive, Docs, Meet and Google tools.
Workspace edition and admin settings affect availability.
Microsoft Copilot
Microsoft 365 organisations
Work context across Word, Excel, PowerPoint, Outlook and Teams.
Quality depends on Microsoft 365 identity, permissions and data hygiene.
Mistral
Sovereignty, flexible deployment and open models
European options, APIs and controlled architecture choices.
Greater integration, evaluation and operational responsibility.
ByoAI
Governed multi-model adoption
One workspace, shared prompts and an organisation-dedicated tenant.
The model catalogue must follow organisational scope and policies.
ByoAIby NEOSS
The multi-model company workspace
Reduce shadow AI without slowing work.
byoai.neoss.it brings different models, reusable prompts and a dedicated workspace together: a governed access point for teams, a way to compare outputs and turn effective practices into shared standards.
Vendor-independent
The right model. For the right work.
We evaluate quality, security, integration, administration and total cost across commercial, open and specialist models.
Our method
Practical decisions. Responsible adoption.
We combine technical fluency, process understanding and change management to create a sustainable way of working with AI.
01
Start with the work
We map tasks, friction and data before discussing models or licences.
02
Compare in context
Benchmarks use real prompts, documents and constraints, not generic leaderboards.
03
Scale with control
Focused pilots, clear rules, training and metrics come before broad rollout.
The next step is a use case
Find where AI can create value.
Tell us about a process, team or decision you want to improve.
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The XYZ Doohickey Company was founded in 1971, and has been providing quality doohickeys to the public ever since. Located in Gotham City, XYZ employs over 2,000 people and does all kinds of awesome things for the Gotham community.
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