AI usage assessment
We measure how much AI is used, on which platforms, with what data, at what cost and with what value. It is the starting point to decide what to scale and what to stop.
GOVERNANCE & SECURITY
Scale AI without losing control.
Visibility, control and privacy so AI grows with clear rules.
ai-control · demo
AI control center · Entire organization
AI spend this month
$1.24M MXN
Active users
3,860
Tools detected
14
Sensitive-data requests blocked
2,917
Spend by area (MXN thousands)
- Finance312
- Operations405
- Sales268
- HR94
- IT161
Usage outside approved tools: 9 alerts
- Public chat with customer data · Sales
- Unapproved browser extension · Finance
- Contracts uploaded to external tool · Legal
AI control center
One place for spend, permissions, model routing, sensitive data and audit. Switch models without rebuilding.
Private AI and infrastructure
When data cannot leave the company, together with Hello CIT we deploy on the option your policy requires.
- Your cloud
- Private cloud
- On-prem
- Air-gapped
Prompt and knowledge vault
A governed repository of company prompts, instructions and knowledge, with permissions and versions.
Human decisions and audit
Each cell defines what a person decides and what an agent executes. Every action is logged.
Draft · to be confirmed with HUF
Where we draw the line.
What we do
- Design AI governance with your IT, risk and legal teams
- Implement controls, permissions and action logs
- Deploy AI on your cloud, private cloud or on-prem
- Measure AI usage, spend and value
What we don't do
- Move your data outside where you decide
- Replace your IT or security team
- Leave critical decisions to an agent
- Promise certifications we don't hold
Draft · to be confirmed with HUF
Your data stays where you decide.
Five agreements to start the redesign.
- 01OutcomeThe priority process and its KPI
- 02SponsorA leader accountable for value, risk and adoption
- 03TeamBusiness, process, IT, data, HR and control
- 04TalentCritical capabilities and the 70/20/10 learning model
- 05GovernanceHuman decisions, guardrails and success metrics
Let's design your first Outcome Cell.
Book a Sprint