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FENRIR

Failure Analysis Engine · The Bound Wolf
ODIN'S INSIGHT

The gods knew the wolf would one day break loose and devour the world. They did not wait. They named the risk, forged Gleipnir, and bound it — and Týr paid a hand for the binding. Fenrir does the same work: it names the catastrophic failure before it happens and binds it with analysis and mitigation. The hand given up is the design constraint accepted to keep the system safe.

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Place in the Product Family

Bifrost
What must be true? The NFSI constraint model and the living Requirements Library.
Norn
Given what you need, what requirements must exist at every layer?
Fenrir
What can fail, how badly, and what binds it?

Fenrir is a design FMEA (dFMEA) engine: function-level failure analysis, with risk rated under AIAG-VDA or as a MIL-STD-1629A criticality analysis. It reads its source requirements and architecture from Bifrost, and it is database-agnostic by construction — every source-system access goes through a single adapter contract, so the engine's methodology never depends on where the engineering data is stored.

Fenrir is opinionated about methodology (function-anchored dFMEA, graph-first) and unopinionated about where the engineering data lives. These are independent axes.

Two Elements, One Relation

END EFFECT FAILURE ELEMENT PROPAGATES →

This mirrors the Bifrost relationship philosophy — named elements connected by named, directional relations (Fulfils, Decompose, Bind, Verifies).

End Effect
Loss of vehicle mobility
S · 9
End Effect
Safety hazard to crew
S · 8
↑↖
PROPAGATES
ƒ Function · source
Maintain tyre pressure within tolerance
Failure Mode
Fails to maintain tyre pressure within tolerance
S·9 (inherited, max) · AP·H
↑↖
PROPAGATES
Cause
Violated: valve seal degradation limit
O·7 · D·4 · RPN·252
Cause
Violated: regulator calibration requirement
O·5 · D·6 · RPN·270
One graph · roles are positions, not types

The graph is the source of truth

The FMEA is the propagation graph. The traditional flat FMEA table is a calculated view — each row one path, End Effect ← Mode ← Cause, with risk columns denormalised onto it — generated on demand for review and export (xlsx), never edited directly.

Risk computation

Two risk schemes run side by side. An FMEA declares which one it uses, and the rating fields, the ranking and the flat table follow it. In both, Severity on a Failure Element is always computed, never stored: the maximum across all End Effects reachable via Propagates.

AIAG-VDA

MIL-STD-1629A

Bifrost Integration

One model, two views. Fenrir reads its source functions, requirements and architecture directly from Bifrost, so a failure analysis is never a stale copy of the design — it is a second reading of the same governed model.

Auto-generation — failure modes as the negative space of requirements

STEP 1

Scope

Select a Solution Architecture node. Its subtree defines the function set in scope.

STEP 2

Modes

Every Solution Requirement on a Function yields one failure mode: "Violated: …". A Function with no requirements yields one generic mode: "Fails to: …".

STEP 3

Causes

Drawn by the engineer, never generated. A cause is the failure of the element below; generation wires no links and invents no End Effects.

STEP 4

Trace

Every mode carries a function reference and, where a requirement named it, a requirement ID. Coverage is answerable mechanically; modes with no cause are counted.

Generation is idempotent: re-running never duplicates and never overwrites user-authored work.

Scoped analysis per Solution node

Industry practice runs FMEA sessions per subsystem. Fenrir supports this as a viewport, not a partition: there is one FMEA per project — one graph — and selecting a Solution node scopes the view to its functions, their failure elements, one Propagates hop above and below, and all End Effects, always. The graph stays whole; the scope is a lens.

Writeback — closing the loop

A Mitigation can be proposed back to the source system as a draft requirement. Governance is strict: it lands in the project, never the Library; it is proposed into the Solution layer, where mitigations naturally live as controls or architectural constraints; and promotion happens exclusively through Bifrost's Release Gate. Every proposed requirement is marked as originating from a failure analysis and linked back to the mitigation it came from, so reviewers can always see why a constraint exists.

Each mitigation carries its own writeback state — proposed, accepted or rejected — kept separate from its implementation status. A mitigation can only be proposed once, so repeated clicks never produce duplicate drafts in the source system.

Fenrir
derives constraints from risk analysis of the present design
Bifrost
governs both into the living Requirements Library
— risk analysis and requirements governance in one closed loop —

Methodology Rules

1

Severity is owned at the End Effect, inherited downward; the highest value wins on multiple inheritance.

2

Occurrence and Detection are owned by the Failure Element and are identical wherever the element appears.

3

Mode and Cause are roles, not types. Position in the graph relative to scope decides the role.

4

The graph is the single source of truth. The flat table is a derived, read-only export artefact.

5

Generation is idempotent. User-authored content is never overwritten.

6

Cycles in Propagates are invalid and rejected at creation.

7

Writeback proposes to the project; the Release Gate decides Library promotion. Fenrir never touches the Library.

8

One FMEA per source project. Scope is a viewport over a single graph, never a data partition.

9

Failure-rate data belongs to the item. λp and t sit on the item, α on the mode, β on the mode-to-End-Effect edge. Criticality is derived, never stored; a missing factor withholds the number and is named, never approximated.

Why the Family, Not a Standalone FMEA Tool

None of the following is open to an FMEA tool that does not own the requirements, the verification record and the standards knowledge. It is the reason Fenrir sits inside the family.

Detection is earned by a Týr case. A detection control is a verification obligation. Bound to a Týr case, the Detection rating stops being an opinion: a control with no passing execution cannot justify a strong D, and because Týr refuses to carry evidence between variants, Detection can legitimately differ per variant instead of being averaged.
The loop closes. A mitigation writes back as a governed Bifrost requirement; that requirement carries a Týr case; the case's result feeds the after-state Detection rating. The FMEA generates verification work, and verification results close the FMEA.

On the way, and not yet built: failure modes proposed per function under the same human gate as Norn's proposals; failure catalogues seeded from the standards Mimir has already sealed; and a review queue in the FMEA when the requirements it derives from change.

How Fenrir Is Deployed

Fenrir runs alongside Bifrost as part of a single installation — one instance per organisation, with no shared or multi-tenant data. It can be hosted for you or deployed entirely within your own environment, including air-gapped networks, so engineering data never has to leave your infrastructure.

Identity is not duplicated: Bifrost is the single sign-on authority for the whole product family, and every read from and write to the source model runs under the permissions of the engineer making the request. Analysts work in a three-pane workspace — architecture tree, propagation canvas, attribute panel — with the flat FMEA table available on demand as a review and export view.