How It Works

A governance layer around existing AI systems.

ConstaLock does not replace your models or workflow tools. It adds oversight, logging, approval gates, operational memory and review controls around them.

From AI action to operational accountability.

AI systems can classify, summarise, draft, search and automate workflows. ConstaLock helps make those actions visible, reviewable and governed.

The system is designed to reduce invisible automation and improve operational accountability.

1. AI-assisted work enters the layer

Inputs may come from OpenAI models, DeepSeek, local Llama/Ollama systems, n8n workflows, inboxes, dashboards or internal automation.

2. Governance checks run

Outputs can be reviewed for hallucinations, contradictions, risky instructions, overclaims, operational mistakes or workflow failures.

3. Workflow state is tracked

ConstaLock can record task history, workflow state, verification status, governance results and operational context.

4. Approval gates hold sensitive actions

Sending outreach, publishing content, changing records, triggering workflows or interacting with external systems can require approval.

5. Audit history is retained

Operational events can be stored as reviewable and tamper-evident audit records.

6. Memory supports continuity

Structured memory helps teams maintain tasks, summaries, search results, draft outputs and governance records across workflows.

Start with one governed operation.

AI inbox management, operational task orchestration, outreach coordination, SEO monitoring and workflow dashboards are good pilot candidates.

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