Defined roles
Each specialist agent has a clear job, identity and set of skills.
The &native.ai platform
The connected foundation behind the automation we build.
The &native.ai platform keeps approved company knowledge, workflow context, specialist agents and operating controls connected as we implement and manage automation for established SMEs.
&native
Implementation foundation
What is the &native.ai platform?
The &native.ai platform is the connected, governed foundation behind our AI implementation work. It brings approved company knowledge, workflow context, specialist agents and operating controls together. Agents can use relevant prior work, return source citations and continue longer jobs in the background. Defined roles, human approvals and cost controls keep work within agreed boundaries.
Knowledge
Approved sources workflows can reuse
Context
Requests and decisions stay connected
Work
Named agents for defined jobs
Control
Sources, approvals and visible safeguards
Connected company context
Connected company context for each workflow.
Approved company knowledge and prior work give each workflow the context it needs. New work can build on that context, with source boundaries kept explicit.
Reusable company context
Approved knowledge and workflow context
What compounds
Approved knowledge
Policies, operating notes and prior work stay available to the right agents.
Workflow context
Requests, results and follow-ups keep their working thread instead of starting cold.
Clear boundaries
Client-aware workflows use only the context approved for that client or workspace.
Familiar on the surface
Source-backed answers and visible progress.
When a workflow needs your team's input, people can ask questions, review outputs and follow progress. We agree how that interaction fits into the way your team works.
- Ask grounded questions over approved company knowledge
- Review research and drafts with their sources
- Follow progress without keeping a browser tab open
# operations
Team workflowEmma · Operations
Which supplier onboarding steps create the most rework?
Process analyst
Three steps account for most repeated handling. The largest is missing tax information before finance review.
More than prompt and reply
Agents can keep working after the conversation moves on.
Longer jobs run in the background, report progress and preserve context for follow-up. Cost-bound approval and cancellation controls keep expensive work visible before it runs away.
Research workflow
European supplier review
12 min elapsedProgress shared with your team
Governed by design
Governed automation with human control.
The platform makes the agent’s role, context and sources visible. Work that needs a human decision stays with a human, and long-running tasks can be approved, capped or stopped.
Grounded answers
Approved sources and citations make important outputs inspectable.
Human control
Approvals and safeguards keep sensitive decisions with the right people.
Cost control
Long-running research can require approval, show progress and be cancelled.
EU-hosted infrastructure and explicit data boundaries support GDPR and EU AI Act requirements. Governance stays part of the working system rather than becoming a separate paper exercise.
Common questions
Questions about the &native.ai platform.
Answers about approved company context, governed automation and the implementation path.
01
How does the &native.ai platform connect company context?
The platform brings approved company knowledge and workflow context together for specialist agents. Requests, sources, decisions and prior work can stay connected, so follow-up work builds on relevant context rather than starting again.
02
Which company knowledge can an agent use?
Agents use the context approved for the relevant client or workspace. Policies, operating notes and prior work can provide that context, with explicit source boundaries and citations where the workflow calls for them.
03
Do we need to replace the tools we already use?
Usually not. &native.ai assesses your existing systems and agrees which connections each workflow needs. Discover defines the workflow, its data and where human review belongs before Build takes it into production.
01
What does governed automation mean on the &native.ai platform?
Governed automation means defined agent roles, approved context, source citations and visible safeguards. Decisions that need human review stay with the right people. Long-running work can require approval and be capped or stopped.
02
Can agents continue longer jobs in the background?
Yes. Longer jobs can run in the background, report progress and retain context for follow-up. Cost-bound approval and cancellation controls keep that work visible and under human control.
03
How is the platform introduced and managed?
The platform supports the Discover, Build and Manage engagement. Discover agrees the workflow and produces a working proof on your data. Build takes it into production. Manage monitors model usage and system connections, controls costs and improves the workflow as the business changes.
Start with Discover
Show us the process that keeps getting stuck.
Tell us what should happen, where it breaks and which systems are involved. We will review the context and tell you whether it is a sensible place to start.
What happens next
- 01We review the workflow and systems before the call.
- 02We discuss what is blocking production and whether there is a credible route forward.
- 03If there is a fit, Discover starts from €5,000 and is credited against Build.