The business AI buying guide
How to choose AI for your business
Assistants, shared platforms, automation or Ninjafy? Start with the work you need done.
The short answer
Choose the simplest setup that reliably delivers your workflow. An assistant may be enough for individual work. A shared platform becomes relevant when people need common context, handoffs and controls. Builders suit teams that want to configure and maintain their own processes.
Shortlist Ninjafy when you want shared AI capability and business assets you can retain. Ask it to prove the collaboration, ownership terms and results that matter to you.
How the alternatives stack up
Evidence reviewed 21 September 2026
The same five questions, across different ways to buy AI.
These are overlapping buying approaches, not rigid product categories. Ninjafy belongs in the shared platform comparison; its separate column shows the offer being assessed.
| What matters | Ninjafy | Work agentsChatGPT Work, Claude Cowork, Grok Bot | Shared AI platformsDust, Lindy, Squad.so, Wonderful, webAI | Automation platformsRelevance AI, n8n | Suite AICopilot Studio, Agentforce | Specialist AIFin, Customer support tools | Custom-built systemsBuilt with CrewAI or LangGraph |
|---|---|---|---|---|---|---|---|
| MultiplayerYour whole team | People and agents across teams | Per-user work, team sharing varies | Shared context, team models vary | Shared agents, configure team access | Access within the business ecosystem | Function-specific work and handoffs | Build your team and authority model |
| OwnedYour companion asset | Context and agents, GitHub and hosting options | Portable outputs, runtime varies | webAI runs on your hardware, others vary | Config export, hosting varies | Check portability beyond the suite | Check export and exit terms | Control depends on code and licenses |
| CompoundingLearning that lasts | Shared skills with approved learning | Memory and reusable skills | Shared knowledge, approved updates vary | Memory and reusable workflows | Check reuse across teams and tools | Check learning and approval flow | Build memory and improvement loops |
| Impact basedCost and outcomes | Cost and outcomes, ROI still needs proof | Task gains, prove workflow ROI | Setup varies, prove workflow ROI | Build and upkeep count toward ROI | Usage analytics, prove workflow ROI | Outcome billing exists, ROI still needs proof | Engineering and operations sit on you |
| GovernedControl in operation | Roles, budgets, audit and Australian hosting | Controls vary by plan and connection | Controls vary from owner to enterprise | Configure approvals and permissions | Policy controls and observability | Check controls for your workflow | Build and operate the controls |
- Documented example
- Conditions or work required
- Varies or not established
- Ninjafy's stated offer
Colours qualify individual statements, not every vendor in a group. Ninjafy's capabilities are supplier descriptions, not independently verified results.
Five buying questions
Ask every vendor the same five, and ask for a demonstration rather than an answer.
1Is it multiplayer, or one person at a time?
Ask for a two-person handoff with different permissions, on a real workflow. Several agents working for one person is not the same as a team operating together.
2Do we own what the system learns?
Ask for an export and a restoration. Separate your business assets, context, agents and skills, from the vendor's runtime and the underlying models.
3Does the learning compound, or reset?
Switch model providers and see whether context, skills and approved lessons remain usable. Test quality after the switch, plus approval scope and rollback.
4Can we see cost against outcomes?
Compare accepted results, human review and rework. Include setup, integrations, usage and maintenance in the full operating cost, not just the licence.
5Is it governed in operation, not just on paper?
Test an unauthorised action, an approval gate, a spending limit and a usable audit trail, on the exact plan and deployment you would buy.
Sources and methodology
Published by Ninjafy, a supplier included in this guide. The market table is our buying framework, not a benchmark or a claim that every product in a category has identical capabilities. The following vendor documents support the statements made about named products. Category-level judgements and Ninjafy’s stated offer are not independently tested. Confirm current capabilities, plan limits and contractual terms before buying.
Claude
Ninjafy product claims: our operating model. Evidence reviewed .
Test us on your own workflow
Bring one recurring workflow and the acceptance criteria that matter. We would rather be measured than described.
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