How It Works

Four steps from
regulation to
engineering work

Landfall translates regulatory requirements into actionable engineering tasks — with full traceability and approval gates at every step.

1

Step 1

Context Intake

Describe your product

Answer questions about your service — audience, data practices, profiling, safety measures. Your answers become structured assumptions that drive obligation mapping.

  • Does your product target or is it likely to be accessed by users under 18?
  • Does your product use algorithmic profiling or recommendations?
  • What personal data do you collect from users?
Output: Categorised assumptions: risk, safety, jurisdiction, profiling
2

Step 2

Obligation Mapping

AI reads the regulation. You confirm.

Based on your context, Landfall suggests which obligations apply. You confirm, override, or flag each one — every decision requires rationale.

  • Obligation ID linked to regulation source
  • Applicability status with reviewer badge
  • Plain-language rationale for every decision
Output: Reviewed & approved obligation mappings
Approval Gate: Obligation Mappings
3

Step 3

Engineering Tickets

Obligations become work items

Each applicable obligation produces prioritised work items with acceptance criteria, priority levels, and full traceability back to the source regulation.

  • MoSCoW priority assignment (Must / Should / Could)
  • Acceptance criteria for each item
  • Multiple item types: Feature, Edge Case, QA Test, Logging
Output: Sprint-ready backlog items
Approval Gate: Work Items
4

Step 4

Export & Audit

Ship with confidence

Export to Jira, Linear, or as audit-ready packages. Every export includes cryptographic integrity verification and complete decision trails.

  • Push directly to Jira or Linear
  • SHA-256 integrity verification
  • Self-contained HTML audit packages
Output: Audit-ready compliance documentation

Built on three principles

Human-in-the-Loop

AI suggests, humans decide. Every mapping requires explicit approval with documented rationale.

Ambiguity Detection

When regulatory text is unclear, Landfall flags it for human resolution — no silent interpretations.

Full Traceability

Every work item links to an obligation, which links to specific regulation text. Complete audit trail.

Ready to see it
in action?

Create your first project in minutes. Landfall reads the regulation — your team builds the product.