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Common questions

How is Fuze different from AI assistants like ChatGPT or Claude?
AI assistants help one person at a time, with inconsistent outputs that depend on how each person uses it. Fuze automates entire business processes end-to-end, governed by rules you define instead of open-ended prompts. It connects to your portals, syncs your files, extracts data you need, fills your templates, and produces client-ready documents. Whether it's a helper workflow you run once, or a core operational pipeline you run a million times, Fuze executes it predictably, over and over and over again. And because Fuze runs an MCP server, the AI assistants you already use can plug straight into Fuze and drive it from there.
What kind of work can Fuze automate?
Anything repetitive and document-heavy: compliance reporting, site inspection reports, invoice reconciliation, data extraction from government portals, form digitisation, pricing intelligence. If your team is logging into systems, copying data between apps, and formatting documents manually, Fuze can handle it.
Can Fuze take actions without my approval?
Only if you want it to. Every workflow has built-in safety switches. You choose which steps require human review. Fuze does the heavy lifting, then pauses and asks for your approval before taking critical actions. You are always in control.
How does Fuze handle sensitive data and portal logins?
Fuze never stores your passwords. When a workflow needs to access a portal that requires authentication, it sends a secure login link to a team member. You authenticate, the agent continues. All data is encrypted in transit and at rest, and every action is logged in an immutable audit trail.
Do I need developers to set up Fuze?
No. Fuze is configured, not coded. You build workflows by connecting steps (sync, browse, extract, generate) through a visual interface, with your business data stored in structured tables inside Fuze. Prefer working from an AI tool? Fuze runs an MCP server, so you can configure and build flows, manage your data tables, and run workflows from Claude or any MCP-enabled tool. Customers are live with their first workflow on day one.
Can we use our own AI tools with Fuze?
Yes. Fuze runs an MCP server, so you can connect Fuze into AI tools that support MCP, such as Claude, and query your business data, build and configure workflows, or trigger runs from there. Your permissions and approval rules still apply.
Can Fuze work with the tools and portals we already use?
Yes. Fuze connects to SharePoint, Google Drive, email, and any web portal your team currently logs into manually. The web agent navigates portals the same way a person would. No API integrations required.
How long until we see ROI?
You see value the same day onboarding completes. We set up your first workflow on real data during onboarding, so by the end of the session it is already running. Our Oceania Solar client went from 1-4 days of reporting per site to minutes, a 90% reduction across 29 sites. The savings compound as you add more workflows.
What does onboarding look like?
We wire up a workflow with your data and walk you through it. You see your actual documents, portals, and templates running through Fuze before you commit. No sandbox demos with fake data.