Agentic workflows, without the wiring
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The authoring surface is a sentence, not a canvas of nodes. Laminar parses the requirement, assembles the agent nodes, attaches the applicable policy traces, and binds the private-cloud resource hooks the run will need.
“When a demo form is submitted, enrich the company, decide whether it needs a dedicated private cluster, and route it to the right queue with a follow-up sequence.”
Laminar's usability commitment is that a non-technical business user can define a working agent workflow without configuring it node by node. The people who own the process should not have to own the wiring.
A configured trigger event arrives — here, a demo form submission. There is no manual initiation step; receipt of the event is what starts the run.
[TRIGGER] event received: form.submitted [TRIGGER] run_2026_11482 created [STATE] → CONTEXT_INITIALIZATION
The run is given a dedicated context environment with its own session identifier. Before any agent node sees the payload, the initialization record captures a PII scan result and a compliance-verified status.
[CTX] session ctx_sess_9f31a provisioned (isolated) [CTX] pii_pattern_scan → result recorded [CTX] compliance_verification → status recorded [STATE] → ENRICHMENT
Enrichment agents reach RAG sources, vector stores and relevant transaction history in real time — all scoped to this run's context. The synthesis agent's brief cites the sources it actually retrieved.
[AGT-001] enrichment: size, funding, tech-stack indicators [AGT-003] synthesis: readiness brief generated w/ source refs [CTX-002] retrieval scoped to ctx_sess_9f31a [STATE] → ROUTING
A single routing node decides where the work goes. Which conditions send work down the Sovereign path rather than the Standard one is configurable business logic that you own — it is not a threshold baked into the platform.
[ROUTER] evaluating configured business rules [ROUTER] decision recorded in run history [ROUTER] dispatch → SOVEREIGN_QUEUE [STATE] → DISPATCH
The Sovereign Queue initiates provisioning of a dedicated private or on-premises cluster for the routed work. The Standard Queue triggers the managed pipeline. Either way, the run's evidence is sealed to a tamper-evident ledger.
[ORCH-005.1] sovereign: private cluster provisioning initiated [ORCH-005.2] standard: notification + follow-up sequence armed [GOV-002] evidence package written to tamper-evident ledger [STATE] → COMPLETED (replayable)
This is the architectural core, not a feature bolted to the side. Each run is provisioned an isolated context with a unique session identifier, retrieval happens inside that boundary, and a stalled run is recovered or flagged without rebuilding the pipeline around it.
Each run is provisioned a dedicated context environment with its own unique session identifier.
Agent nodes reach RAG sources, vector stores and transaction history in real time — scoped to that run and nothing else.
Stalled or failed runs are detected and either auto-recovered or flagged, without rebuilding the whole pipeline.
Every run's context initialization record carries a PII scan result before any agent node sees the payload.
Every context initialization record also carries a compliance-verified status, recorded at the moment the context is created.
Context data initialized for Run A is not retrievable from inside Run B. The boundary is the product, not a setting.
Run B cannot read what Run A initialized. The isolation is the boundary the platform is built around — not a toggle an operator can leave off.
A workflow is an ordered set of nodes: one or more triggers, zero or more enrichment steps, one routing decision, and one or more destination queues. Runs start on the trigger event itself — nobody has to press play.
Write what the process should do. From that description alone, Laminar assembles the constituent agent nodes, the applicable policy traces and the private-cloud resource hooks the run will need — with no node-by-node configuration afterwards.
Agent workloads execute inside private compute dedicated to the run — never observably shared with another customer's run. Your own custom code blocks execute inside that same boundary, under the same guardrails.
Every run is logged step-by-step in a retrievable, audit-reviewable form, and its evidence is written to a tamper-evident ledger whose integrity can be verified independently after the fact.
Logged step by step, sealed as verifiable evidence, gated by role, pausable mid-flight and replayable on its own. Governance here is a property of the runtime, not a report generated afterwards.
Each step links to the one before it. Integrity can be verified independently after the fact — the point of a tamper-evident record is that you do not have to take our word for it.
Ordered, retrievable and reviewable — the whole run, not a summary of it.
Per-run evidence is cryptographically verifiable and written to a tamper-evident ledger.
What an operator may do — including approving Sovereign Queue provisioning — is determined by their assigned role.
A paused run resumes at the step it paused on. No replay of completed work.
Re-execute any completed run independently, without touching the runs around it.
Structure of the single run above — drawn on scroll
These figures describe one illustrative run and one sample batch. They are not performance targets, service levels, or claims about your workload — the split between Sovereign and Standard depends entirely on the business rules you configure.
Bring the process you already run. Describe it once, and watch it execute inside a boundary you can audit.