Natural Language Intelligence (NLI)
Enable permission-aware natural language search, operational questions, summaries, and reviewed action drafts across relevant acSys processes.
Visible ownership
Configurable workflows
Connected reporting
Role-based governance
Operational work needs more than another isolated tool.
Users lose time navigating multiple records to answer a question, prepare a handover, or assemble a decision brief with reliable supporting information.
Control nli in the same operating model.
NLI is an optional AI extension across project, mobility, safety, shift, document, and reporting workflows. It uses authorized records and explicit user confirmation for supported actions; availability depends on connectors, model services, language validation, and deployment requirements.
Availability depends on tenant configuration, licensed applications, user rights, and the approved implementation scope.
Structure the work. Preserve the context.
Natural language record search
Ask for relevant permits, tasks, inspections, project documents, or employee workflow records using role and company access boundaries.
Grounded operational questions
Answer questions such as which NOCs expire soon or which inspections await review, with linked records and timestamps. Indicate missing or stale sources rather than inventing answers.
Arabic and English process assistance
Where enabled, interpret typed or authorized voice input, transcribe recordings, and prepare bilingual drafts. Validate terminology and translation quality with the client.
Handover and management summaries
Draft shift handovers, project updates, incident briefs, and meeting actions from selected records; retain supervisor review before release.
Assisted request and action drafting
Prepare a request, proposed assignment, or approval brief for user review. Any supported write operation requires permission checks and explicit confirmation; NLI cannot independently authorize permits, enforce penalties, or certify payments.
Access, evaluation, and review controls
Define permitted sources, retention, service hosting, output evaluation, and review history. Treat retrieved documents as information rather than instructions to the assistant.
Move from follow-up to managed execution.
Create a clearer operating rhythm by connecting responsibility, action, evidence, and reporting.
A controlled path from request to result.
User asks or dictates
Check access and intent
Retrieve authorized records
Draft answer with references
User reviews and confirms
Record supported action outcome
See the work and the exceptions around it.
Illustrative views show how acSys can bring operational records, ownership, filters, exceptions, and trends into one management workspace.
- Answer-source coverage
- Reviewer acceptance of drafts
- Retrieval accuracy on agreed cases
- Unsupported-answer rate
- Time to prepare reviewed handovers
One record, different decisions.
Manager
Ask operational questions with linked evidence.
Shift supervisor
Validate summaries and carry-forward actions.
Process user
Find records and prepare requests.
IT and data owner
Define access, hosting, evaluation, and permitted actions.
Connect the context that improves the decision.
Integrations are confirmed during discovery and designed around security, data ownership, error handling, and reconciliation requirements.