Q2 operational risk report
Resolve two overdue receivables
Keep cost envelope inside approved range
Owners confirm actions before Friday
Governed knowledge workspace
Ask AWA. Get governed answers.
AWA turns internal sources into cited answers, editable work and reusable organizational methods.
Built for real work, not an AI showcase
03 weeksProposed pilot frame
01 workflowRepeated at least weekly
By departmentAccess and oversight
VietnameseQuestions, sources and outputs
Executive workspaceCurrent access applied
Create this quarter's risk brief for the executive committee.
AWA
Four risks require a decision this week
AWA checked 18 allowed sources, recomputed the figures and preserved the requester's access perimeter.
18 approved sourcesFigures verified
The knowledge exists. Work still waits.
People wait for files, ask former owners, then move data to outside AI tools to finish reports. Every handoff adds risk and loses method.
From question to deliverable
One complete work loop inside the organization’s governed knowledge space.
Ask without waiting for a file
AWA searches every source you are allowed to use and answers with citations that open the supporting page or sheet.
Never retrieve what you cannot see
Policy is applied before data reaches retrieval, analysis or the model. Out-of-scope results do not appear.
Produce the output in place
Turn an answer into reports, tables and editable work that can be shared and exported without moving data to another tool.
Keep the method
Save successful work as a Flow. Teams reuse an approved version and improve it through reviewed corrections.
Governance at the foundation
Access follows every request
Users, documents, numeric tables, Artifacts and Flows are checked by organization, department, classification and sharing rules.
AWA
UserVerified identity and department
PolicyClassification and scope applied
Allowed sourcesOnly eligible content enters the work session
AnswerCitations and authoritative receipts are retained
Three moments that turn governance into an advantage
AWA does not merely claim to be safe. People can see permissions, evidence and deliverables at every step.
Evidence-backed answer
Ask once. See the sources, math and scope.
Compare this quarter's revenue with plan and identify where action is required.
Searched governed knowledge
Recomputed figures from source tables
Revenue is 3.2% above plan. Two southern-region receivables require action before the 15th.
FY26 planQ2 revenue ledgerReceivables report
Blocked before retrieval
Out-of-scope information never reaches the model.
Open Finance's confidential margin report.
Request outside your access perimeter
AWA stops the request at the policy layer. No excerpt, figure or document name is disclosed.
FIN-CONFIDENTIALArtifacts live with the work
From answer to delivery-ready document.
Create, edit, share and review without moving organizational data into another workspace.
Finish the work, not just the chat
Create structured Artifacts, revise through immutable versions, collaborate with control and export the result for delivery.
Cited reportsEditable tablesVersion historyNamed sharing
Product demo video placeholderSuggested: 90 seconds from question to finished report
Do it well once. Let the team reuse it.
A Flow captures a method that worked, passes review, and always runs with the current user’s access.
Complete
Solve a real task inside AWA.
Capture
Turn the steps used into a personal Flow.
Approve
An eligible reviewer approves the exact version.
Reuse
The team runs it with current data and access.
Your data. Your model. Every layer under control.
AWA is designed for an architecture agreed with each organization, from storage and models to policy, audit and connectors.
Organization isolation
Selectable model layer
External connectors off by default
Retrieval and action audit trail
Bounded pilot, clear evidence
Prove value on one real workflow
AWA prepares users, documents and access before day one. Three weeks of real use gives both sides evidence to expand, revise or stop.
Prepare
Choose the workflow, interview users, organize sources and approve access.
Use
Users complete weekly work and give direct feedback.
Improve
Fix one focused issue each week without losing created work.
Decide
Review completion, editing effort, exports and access failures.
Team photography placeholder
Work directly with the implementation team
The pilot is supported from workflow discovery through access setup, onboarding and evidence review.
[Names, roles and portraits to be added]Frequently asked questions
Is AWA an internal chatbot?
It goes further. Cited Q&A is the entry point. Artifacts and Flows help people finish work and retain the organization’s method.
How does AWA prevent disclosure?
Access rules are applied before content reaches retrieval, numeric analysis or the model. Out-of-scope resources are hidden and important actions leave receipts.
What does a pilot require?
One workflow repeated at least weekly, real users, real documents, an access approver and a regular feedback loop.
Must we replace our current systems?
No. The pilot starts with one workflow and an approved source set. Long-term integration is decided after evidence exists.
Is our data used to train a shared model?
AWA is intended for configurations where the organization controls data and the model layer. Storage, provider and training commitments are documented in the pilot design.
How is the pilot evaluated?
By task completion, editing effort before delivery, exports, Flow usefulness and every reported access failure.
Choose one workflow. Prove it in three weeks.
Start with a small group, approved sources and decision criteria agreed from day one.
AWA / UIPreview appearance
Mode
Accent