Secure internal document Q&A and SOP assistant.
Knowledge Agent
Permission-aware knowledge workspace. Make policies, contracts, SOPs, and internal documents searchable with citations and permission boundaries.
Pilot outputs
Secure internal document Q&A and SOP assistant.
- Indexed knowledge library
- Citation-backed answers
- Role-aware access rules
- Internal FAQ workspace
- Document set
- Role and permission map
- Approved answer style
- Update cadence
Best-fit customers
The first pilot is selected when the business owner, data owner, and reviewer can all participate.
- Policy-heavy teams with scattered documents
- Professional service firms reusing past deliverables
- Operations teams that need SOP consistency
- Document folders or exported files
- Access role map
- Document owner list
- SOP or policy update cadence
- Examples of good and bad answers
Architecture
A governed agent is a workflow surface: approved materials, reasoning workspace, review queue, and handoff target.
- Document ingestion and version tagging
- Role and permission matrix
- Citation-first answer workspace
- Knowledge gap and update review log
- Week 1: document inventory and access boundaries
- Week 2: indexing, metadata, and citation rules
- Week 3: answer workspace and role tests
- Week 4: department pilot, gap report, update cadence
Workspace modules
The pilot is delivered as an operating workspace your team can inspect: intake, reasoning, review, handoff, and reporting are visible instead of hidden in a chat thread.
Internal answers show source sections, freshness status, and uncertainty instead of free-form guesses.
Role-based checks verify that restricted documents stay outside unauthorized answers.
Questions with weak or missing sources become a backlog for document owners.
Acceptance table
Acceptance is measurable before build begins, so business owners can decide whether the pilot is ready to scale.
Acceptance criteria
Acceptance is defined before build so the pilot can be reviewed by business owners.
- Answers include citations
- Restricted documents stay restricted
- Outdated material is flagged
- Usage questions are logged
Risk boundaries
Each pilot defines what the agent may answer, draft, escalate, or refuse before it reaches real users.
- Restricted files stay outside unauthorized roles
- Answers show citations and uncertainty
- Outdated documents are flagged
- No legal or HR decision is made without owner review
- How many documents and formats?
- How many permission roles?
- Which systems host the source files?
- Who owns document freshness?
System touchpoints
A governed agent is a workflow surface: approved materials, reasoning workspace, review queue, and handoff target.
- Document repository export
- Permission matrix
- Search and answer workspace
- Owner / reviewer / approver workflow
- No named workflow owner
- No approved sample material
- Expectation that AI acts externally without human review
- Need for a fully autonomous system before a pilot proves value
Procurement evidence packet
For enterprise buyers, the first trust asset is not a logo wall. It is a packet of artifacts that lets your team inspect scope, evidence, owners, review gates, and handover quality before scaling.
- Redacted artifact examples
- Workflow blueprint
- Material inventory
- Acceptance table
- Review log
- Operating playbook
- Owner / reviewer / approver named
- Source whitelist approved
- System touchpoints scoped
- Risk actions remain in review
- Acceptance metric agreed
Security and governance
Agents are scoped before they act. Source material, user roles, approval gates, logs, and escalation rules are defined as part of the deployment.
Agents answer from a documented whitelist of files, pages, tables, and policies. Anything outside the scope is treated as unknown until approved.
We map who can ask, view, approve, export, or escalate. Restricted material is tested with role-based review cases before launch.
Email sends, CRM updates, approvals, customer promises, and finance-related actions stay in draft or approval mode until rules are signed off.
FAQ
Share your website, process description, or a small document set. We will reply with a recommended pilot scope, required materials, and a practical deployment path.
Only files intentionally provided or connected under agreed access rules.
Yes. This is designed for SOP, contract, policy, and training material.
Send one workflow. We will map the first agent pilot.
Share your website, process description, or a small document set. We will reply with a recommended pilot scope, required materials, and a practical deployment path.