CONTEXT & KNOWLEDGE
The knowledge layer that gives agentic work the right context.
This layer combines institutional knowledge, connected sources, workspace-specific material, and memory of how the team works. It is what makes James and the wider system useful in live tenders, questionnaires, and structured document projects.
The goal here is not to store more information. It is to make the right context available in the right place, with traceability and continuity over time.
KNOWLEDGE HUB
Knowledge Hub that grows automatically.
The knowledge hub is where teams can accumulate reusable material instead of rebuilding context from scratch on every project. Approved content, useful language, and supporting documents can all become part of the institutional layer over time.
Projects can add durable value to the next project instead of disappearing into local folders and memory.
Teams can decide what should become part of the shared layer for future use.
The hub helps teams start from what the organisation already knows rather than starting blank every time.
CONNECTED SOURCES
Connected and external knowledge.
Useful context does not only live in one upload. This layer lets the system work with integrated sources and, where appropriate, outside information that helps the team build a complete view of the work.
Connected systems can supply product, commercial, and compliance context without forcing copy-paste into the workspace.
SEQUESTO can incorporate additional context beyond internal files where that meaningfully supports the work.
Teams do not have to think in terms of separate silos for what is “inside” versus “outside” the current project.
PROJECT CONTEXT
Workspace-native context.
Institutional knowledge is only one part of the picture. Each tender, questionnaire, or project also has its own files, folders, deadlines, contributors, and local working material that should shape how the system behaves.
Local workspace material stays tied to the exact project where the work is happening.
The system can combine shared knowledge with local project material instead of treating every request as generic.
That keeps James aligned to the actual tender or questionnaire in progress.
MEMORY
James builds memory over time.
Beyond retrieval, the system becomes more aligned through usage. What your team reuses, approves, corrects, and prefers helps James become more useful over time without hiding the process from the team.
Approvals and accepted patterns become signals for what “good” looks like in your environment.
The system can become more aligned to working style, terminology, and preference over time.
This is not opaque personalisation; it is a visible improvement loop grounded in how the team works.
RELATED LAYERS
See how connected knowledge turns into work inside the system.
Data & Integrations
This layer brings source systems, dashboards, MCP-based extensions, and custom APIs into SEQUESTO so teams can work inside SEQUESTO aOS without disconnecting from SharePoint, Teams and the rest of their operating environment.
Learn more →Agent Force
Agent Force is the specialist layer on top of the harness.
Learn more →Bid Capabilities
This layer turns SEQUESTO aOS into a working environment for the operational realities of bid and tender teams.
Learn more →See context built around real projects.
Explore how institutional knowledge, workspace context, and James’s memory layer come together inside SEQUESTO aOS.