Fragmented sources
Critical information sits across drives, wikis, systems, tickets, policies, databases, and team-owned repositories.
Enterprise Knowledge Assistants
Trusted Knowledge. Governed Action.
Connect approved documents, systems, tickets, databases, policies, and wikis to a permission-aware assistant that can also initiate governed work.
Sources
Documents, drives, wikis, tickets, and databases
Access
Identity, permissions, and source controls
Grounding
Retrieval, evidence, and answer quality
Action
Tasks, approvals, updates, and notifications
Built for
Enterprise knowledgeEmployee operationsCustomer serviceEngineeringProduct and policy teams
The operating problem
Enterprise Knowledge Is Distributed, Permissioned, and Often Hard to Act On
Search alone does not solve the problem when employees need a reliable answer, source evidence, the right access boundary, and a path to complete the next step.
Permission complexity
The right answer depends on user identity, role, region, account, and source-level access.
Trust and freshness
Answers need approved sources, evidence, recency controls, and clear ownership for knowledge quality.
Answer-to-action gap
Employees still need to create a ticket, request approval, update a system, or notify another team.
What AAIC delivers
Knowledge Assistance With Enterprise Controls
Source and knowledge mapping
Identify authoritative sources, ownership, access rules, freshness, and retrieval requirements.
Permission-aware retrieval
Respect user and source permissions when retrieving and presenting enterprise information.
Grounded answers and summaries
Provide concise answers with supporting source context from approved knowledge.
Multi-source reasoning
Compare documents, synthesize records, and bring together structured and unstructured context.
Workflow actions
Turn answers into tickets, approvals, drafts, tasks, notifications, or authorized system updates.
Evaluation and observability
Test retrieval, answer quality, source use, access behavior, latency, cost, and user outcomes.
Knowledge-to-action orchestration
GTAF Connects Trusted Answers to Governed Work
GTAF coordinates retrieval, agent roles, enterprise tools, permissions, approvals, and downstream actions so the assistant can support more than search.
Explore GTAFAskUser intent and authorized context
RetrieveApproved, permission-aware sources
AnswerGrounded response with evidence
ActGoverned task, approval, or system update
Applied use cases
Where This Creates Value
Employee policy assistant
Answer policy and process questions from approved sources.
Engineering knowledge assistant
Retrieve architecture, runbook, ticket, and product context.
Sales and account intelligence
Summarize customer, product, interaction, and opportunity information.
Frontline procedure guidance
Provide role-specific instructions and route exceptions.
Business outcomes
Outcomes Designed Around the Workflow
Frequently asked questions
Questions Buyers Ask
Can the assistant respect existing document permissions?
Yes. The architecture can use identity, role, source-level permissions, metadata, and access checks so retrieval remains aligned with approved enterprise controls.
How are answers kept grounded?
AAIC designs retrieval from approved sources, evidence presentation, answer evaluation, freshness controls, and fallback or escalation behavior when the assistant lacks sufficient context.
Can a knowledge assistant update enterprise systems?
Yes, for authorized workflows. GTAF can connect the answer to tools and systems while applying business rules, permissions, approvals, and audit history.
Start with one high-value workflow
Turn One Knowledge Domain Into a Trusted Assistant
Define the users, authoritative sources, permissions, questions, workflow actions, and quality measures.