Documents
Find institution-approved resources with role-aware access and precise retrieval.

Products · SIRA
SIRA is GLL Technologies’ first product: a role-aware AI administrative assistant for primary, secondary and tertiary institutions. It connects work without removing human ownership.
GLL product portfolio
Every GLL product receives a number when it becomes an active product. This makes it clear what exists now and what belongs to the future.
SIRA brings institutional documents, tasks, calendars, messages, approvals and AI assistance into one protected workspace. It serves primary, secondary and tertiary institutions while keeping permissions and human review visible.

The problem
Documents live in folders, instructions live in messages, deadlines live in calendars and decisions live in people’s memories. Generic AI may answer fluently, but without role, permission and institutional context it can return the wrong information.
Documents, tasks, schedules, communication and AI assistance stay connected around the work a user is permitted to see and do.
Inside SIRA
Each module is useful independently and becomes more valuable when connected to the same permission-aware workspace.
Find institution-approved resources with role-aware access and precise retrieval.

Ask in natural language and receive answers grounded in permitted information.

Keep conversations, people, tasks and follow-up work connected.

Surface tools and summaries that match the user’s responsibilities.

Product boundaries
SIRA only retrieves information available within the user’s access boundary.
Sensitive actions remain visible and require the appropriate approval.
Institutional answers should identify the records they use rather than invent certainty.
Microphone and camera access are requested clearly and used only for the feature the person starts.