How It Works
From zero to a fully operational
AI workforce in six steps
Connect. Govern. Train. Deploy. Learn. Scale.
Connect your systems
Link the databases, SaaS tools, and APIs your operator needs. Data Spokes handles the connectivity layer — one protocol for every source. PostgreSQL, Slack, QuickBooks, custom REST APIs — if your team uses it, an operator can work with it.
Operators use the same spoke infrastructure as human users. No separate API keys or data silos.
Define permissions
Set granular read, write, and delete permissions for each connected system. Just like managing access for a team member — except with millisecond-level audit trails on every action.
Credentials are never exposed. Secrets are decrypted only at the moment of execution and immediately discarded.
Train on your domain
Specify the operator's focus area — marketing campaigns, financial reconciliation, compliance monitoring. The operator begins absorbing context from your data immediately and builds deep domain expertise.
Train operators with natural language instructions. No code required to define their specialty.
Deploy and execute
Launch your operator and assign tasks. Run them on schedules, trigger them from events, or invoke them manually. Operators execute autonomously within their governed boundaries.
Set approval gates for high-stakes actions. Operators request human permission before executing sensitive operations.
Learn and improve
With every task, your operator gets smarter. It learns your preferences, spots patterns in historical data, and surfaces insights proactively. Week over week, precision and relevance compound.
Operators adapt delivery style to match how you consume information — summaries, tables, charts, or bullet points.
Scale your workforce
Deploy additional operators across new domains. Marketing, finance, compliance, operations, HR, customer support — each one specialized, all working in parallel, all governed by the same permission model.
Multi-operator orchestration means compound value. The more operators you deploy, the more efficient your entire organization becomes.
Ready to deploy your first operator?
Get started in minutes. No infrastructure setup. No code required.
Ready to transform
your operations?
See what's possible when your systems, data, and teams work as one. Start building today — no slides, no theory.