Multi-agent orchestration for enterprise teams

Compose many agents into one reliable mind.

CogSynth is a platform for building agentic systems that share context, plan together, and hand off work cleanly — so the whole is more coherent than the sum of its parts.

synth · claims-review · run #4,821four agents · one context ledger
context ledger · shared working memory P planner R retriever A analyst V reviewer C conductor
Why CogSynth

An agent that works alone is fragile. A team that coordinates is a system.

Most agentic stacks bolt agents together with brittle glue — prompts passed as strings, state lost between steps, failure silent. CogSynth makes the coordination itself a first-class object.

01 / SHARED CONTEXT

One working memory

Every agent reads and writes to the same versioned context ledger — so nothing is dropped between steps, and every agent knows what the others know.

context ledger
02 / PLAN TOGETHER

Deliberation before action

Agents reason over a shared plan and agree on the shape of the answer before any of them starts producing — not after the fact.

collaborative planning
03 / HAND OFF CLEANLY

Typed transfers, no ambiguity

Work moves between agents through handoff contracts — structured, validated, and auditable — so a transfer never silently loses meaning.

handoff contracts
The anatomy of a synth

Four parts, one coherent run.

conductor · orchestration planner retriever critic context ledger guardrails · eval · trace
  • 01

    Conductor

    Schedules agents, allocates the plan, and decides when a step is genuinely done.

  • 02

    Agents

    Specialized roles — planner, retriever, critic — each with its own tools and scope.

  • 03

    Context ledger

    A versioned working memory every agent reads and writes, so state survives every handoff.

  • 04

    Guardrails & trace

    Evaluation gates on the main path, and a full replay of every run for when you need to know why.

Built for teams

Everything you need to ship an agentic system, not just a demo.

Trace & replay

Every run is recorded end to end. Replay any step, inspect any handoff, and understand exactly why a synth behaved the way it did.

Guardrails on the path

Evaluation gates run before results leave the system, not as an afterthought — so a bad answer is caught, not shipped.

Enterprise controls

SSO, role-based access, audit logs, and data-residency options — the things your security team asks about first.

Model-agnostic

Orchestrate agents that call whatever models you've already adopted. The coordination layer doesn't care whose model is inside.

Version & rollback

Synths are versioned artifacts. Ship a change, measure it, and roll back to the last known-good run in one step.

Built for humans too

Human-in-the-loop is a first-class step, not an escape hatch. An agent can pause and ask a person to confirm before proceeding.

From the journal

Notes on what we're building.

Who it's for

We tried wiring agents together ourselves and spent months debugging the glue. CogSynth is the first thing we've used where the coordination is the product, and it actually holds up under real traffic.

Eleanor Whitfield · Head of Applied AI, retail technology