We helped a growing services company give employees a safer way to use AI with internal documents and customer information, by adding access controls, data protection, approved workflows and activity tracking.
Industry: FinTech & Financial ServicesService: AI & AutomationUpdated
Overview
The challenge
Staff wanted AI for research, summaries, document review and internal knowledge work. But the company handled customer and commercial information that could not be exposed casually.
Banning AI outright would have cost productivity. The company needed a controlled way to use it, with clear visibility of sensitive information, document access and user permissions.
Employees could paste confidential information into AI tools that had not been approved.
AI tools could show information to people who should not see it.
Leaders knew little about how staff were using AI.
The solution
We connected AI only to approved information sources and kept each user's existing access rules in place.
Data checks and workflow rules help stop restricted information from being sent where it should not go.
Key interactions, access events and sensitive actions are logged so they can be reviewed.
Before and after
Before
Uncontrolled
Staff used separate tools with uneven safeguards.
After
Approved workspace
AI access follows the company's own rules.
Before
Personal judgement
Each employee decided what was safe to share.
After
Data controls
Rules reduce the chance of accidental exposure.
Before
Limited
Leaders had little insight into how AI was used internally.
After
Traceable
Important AI activity can be reviewed at any time.
Key features
The AI uses only the data and documents the current user is allowed to see.
Business impact
Safer access to knowledge
Rules can spot or block chosen types of confidential information.
Business impact
Lower exposure risk
Key AI interactions and actions can be recorded for later review.
Business impact
Better oversight
Results
Safer AI Adoption
Staff now have an approved way to use AI for business work, instead of unofficial tools.
Before: Shadow UseAfter: Controlled
Lower Data Risk
Sensitive workflows follow clear rules rather than each person's judgement.
Before: User JudgementAfter: Policy Based
Better Oversight
Leaders can see how the approved AI tools are being used.
Before: LimitedAfter: Traceable
Faster delivery
Starting from these tested components cut setup work, so staff had an approved AI workspace sooner.
Carried each employee's existing permissions into the AI workspace.
Connected the AI to approved document and knowledge sources for research, summaries and document review.
Recorded how staff used the approved tools, which feeds the activity logs that leaders review.
Sent unusual or sensitive requests to a person before any action was taken.
Trust and control
The AI can reach only the information and actions approved for that user and workflow.
Access controlledImportant or unusual cases go to a person before any sensitive action is taken.
Human in controlKey AI actions and outcomes are recorded, so teams can check what happened.
TraceableRules, prompts, workflows and controls can be changed as usage patterns change.
AdaptableThe access layer connects AI only to approved information sources and keeps each user's existing permissions, so the AI never shows people documents they could not already open. Data checks and workflow rules spot or block chosen types of confidential information, and unusual or sensitive requests go to a person for review first.
Banning AI would have cost productivity, because staff wanted it for research, summaries, document review and internal knowledge work. Instead, the company gave them one approved workspace with clear rules. That replaced unofficial tools with uneven safeguards and took decisions about sensitive data away from individual judgement.
Leaders can see how the approved AI tools are being used. Key interactions, access events and sensitive actions are logged, so important activity can be reviewed later. Before the project, the business had little insight into internal AI use. Rules, prompts and controls can be adjusted as usage patterns change.
If your teams want AI but you handle confidential customer information, we can help you set up approved access with clear rules and logs.