AgentSeq · Agent collaboration & governance

From employees can use it to the enterprise can run it.

The gap is not the model. It is an organisational mechanism that lasts: capability stays in individual chats; knowledge enters the model without ongoing context; existing agents stay isolated; management cannot say who used what. AgentSeq connects entry, task, capability and governance into one system that keeps running.

Four layers

  • EntryWeb workspace, IM channels, open API.
  • TaskInstant and scheduled tasks, status, delivered results; a persistent task pipeline for long-running and recoverable work.
  • CapabilityModels, skills, knowledge bases, memory, connectors, sub-agents — discovered and called within authorisation.
  • GovernanceOrganisation, permissions, quotas, security, audit, operations data.
WHAT YOU ALREADY HAVE Existing agents Built over the years, each with its own way of working Knowledge & documents Policies, products, projects, professional content Business memory Decisions, preferences, ongoing customers and projects Models & systems Model APIs, IM, portals, business applications Assets stay where they are. AgentSeq connects, organises and delivers them. HOW AGENTS JOIN Skill A2A ACP wrap · manage · connect AGENTSEQ · FOUR LAYERS 01 · ENTRY Where employees and systems start One entry, whatever the channel. The employee never sees the plumbing. Web IM API 02 · TASK How a goal becomes executable work Persistent pipeline for long-running, asynchronous and recoverable tasks. instant scheduled delivered 03 · CAPABILITY What a task may call — within authorisation Discovered from the capability catalogue; assembled per task, per caller. models skills knowledge memory connectors sub-agents sandbox brain · hands 04 · GOVERNANCE How the enterprise controls, observes and improves Not a launch checklist — a loop that keeps running. register authorise execute record observe audit adjust Who ran which task, under whose authorisation, calling which capabilities, at what cost — and how to trace it. organisation · permissions · quotas · security · audit FOUR PRINCIPLES 01 Autonomy and orchestration together Generalist and specialist agents each take the role that fits, in one task. 02 Protocols first, multiple runtimes Skills and A2A extend the native runtime; other runtimes are called through ACP. 03 Brain and hands apart Agents reason and coordinate; a sandbox executes code and tools. Each scales independently. 04 State outside the process Sessions, memory, task state and workspaces survive any single run — the basis for long-running work. THE EMPLOYEE SEES One entry, clear status, a result they can keep using. THE PLATFORM DOES Assemble context, select capabilities, coordinate, consolidate. THE ADMINISTRATOR KNOWS Who, what, how much — and how to trace it afterwards.
AgentSeq · four-layer platform · redrawn

Four principles

  1. Autonomy and orchestration together. Generalist and specialist agents each take the role that fits, in the same task.
  2. Protocols first, multiple runtimes. Skills and A2A extend the native runtime; other agent runtimes are called through ACP.
  3. Brain and hands apart. Agents reason and coordinate; a sandbox executes code and tools. Each scales independently.
  4. State outside the process. Sessions, memory, task state and workspaces survive any single run.

How a task runs

Set the goal → identify the boundary (organisation, member, authorisation) → assemble context (knowledge, memory, business data) → select capabilities → execute collaboratively → consolidate → deliver to Web, IM or the business system → record status, usage and audit.

The user sees

one entry, clear status, a reusable result.

The platform does

assembly, selection, collaboration, consolidation.

The administrator knows

who, what, how much, and how to trace it.

Knowledge and memory

Knowledge answers what the enterprise knows; memory answers what this task continues. Both enter the task context under organisational boundaries: knowledge scoped by organisation, member and business area; memory — personal, team, organisational, per business object — written and read according to the task's subject and authorisation. Knowledge can be supplied by DataSeq.

Bring your existing agents

If the capability is…PathIt becomes…
clear-edged, standardisableSkillan enterprise skill in the capability catalogue
specialist, able to run autonomouslyA2Aa managed sub-agent that collaborates in complex tasks
already a complete serviceACPa platform agent service that authorised users call directly

Operations and governance

A team console puts organisation, capabilities, resources, activity and risk on one screen — different roles see different questions (business owner, administrator, IT, security audit). Governance is a loop: register assets → authorise → execute inside the boundary → record → observe → audit → adjust policy — and back to the start.

AgentSeq team console · redrawn · idealised, illustrative data

Solution blueprints

Enterprise research & knowledge service

Research, Q&A and content within authorised knowledge.

Specialist agents in concert

Existing agents keep their way of working and join complex tasks as managed sub-agents.

Agentic capability inside business systems

Portals and workflows create tasks over the open API without building their own agent platform.

Getting started

Asset inventory → scenario selection → solution design → integration → pilot → continuous operation.

Deployment form, model access, data boundary and operational responsibility are designed together, not taken from a template.