FAIR model
ALE = LEF × LM, transparent and auditable.
Dynamic risk quantification, FAIR / Monte-Carlo, dollars the board understands.
RiskEdge quantifies enterprise risk in financial terms: loss event frequency × loss magnitude, simulated with Monte-Carlo and benchmarked against a board-set risk appetite. The output is a defensible currency figure the board understands.
It is in design simulation; the calculation model is being proven now.
A colour cannot be compared against a budget line. A currency figure can, which is the entire argument for quantification.
Ranking by reduction in expected annual loss is a defensible basis for a decision; ranking by severity label is not.
An insurer asks what the loss would be and how often. Arriving with a modelled answer changes the discussion.
ALE = LEF × LM, transparent and auditable.
Distributions, not point estimates.
Board-set thresholds gate the decisions.
One risk posture to the CISO and board.
Quantification models what could happen to the business, rather than the technical condition that might allow it. That distinction is what keeps the output meaningful to a board.
How often the event is expected, and what it would cost when it occurs. Both are ranges rather than single numbers, because certainty here would be false.
Monte-Carlo runs the ranges many times and produces a distribution. The tail matters more than the average, and a single multiplication hides it.
The board sets what it is willing to carry. Exposure above that line is the part requiring a decision, which is a shorter list than the register.
Stated deliberately. A product that only lists what it can do leaves the reader to discover the boundary themselves, usually at the worst moment.
It models what a range of inputs implies. A distribution is a statement about the inputs, not a forecast of next year.
The estimates are yours. The model makes their consequences visible and consistent; it does not make them correct.
An insurer performs its own assessment. This informs the conversation rather than settling it.
Every figure prints with the inputs it rests on. A quantified risk whose assumptions are not visible is less trustworthy than a qualitative one that is honest about being a judgement.
Business impact analysis establishes what an outage costs, which is an input to loss magnitude here.
Risks attach to the controls that address them, so treatment can be traced to the control set rather than tracked separately.
Once exposure is understood per application, quantification stops being an organisation-wide average.
| Feature | Milestone | Scope |
|---|---|---|
| FAIR calculator | v1.0 | In MVP v1.0 |
| Monte-Carlo engine | v1.0 | In MVP v1.0 |
| Appetite / tolerance gates | v1.0 | In MVP v1.0 |
| Board reporting | v1.1 | Planned |
Milestones are roadmap targets rather than shipped dates. Target for MVP v1.0: 2027 H2. Provisioning is white-glove, never self-serve.
Every SecureEdge Advisory product prepares you for a certification, an audit or an assessment. None of them awards one. A certificate is issued by an accredited certification body, an attestation opinion by an independent auditor, and a regulatory finding by a regulator. We prepare the position and facilitate the process; the affirmation is made by someone else, and we do not blur that line.
Everything a product reports is derived from information supplied by your organisation, or by the person representing it. Ratings, maturity levels, readiness figures, mappings between frameworks and any monetary exposure are calculated from those inputs. Where an input is incomplete, out of date or optimistic, the output carries that forward faithfully. A result is therefore a structured statement of the position you have described, not an independent verification that the position is true.
An assessment is a documented position at a point in time. It is useful precisely because it is explicit about what it rests on, and it should be read that way rather than as a proof. Nothing here is a substitute for an audit, and no output should be presented to a regulator, a customer or a board as one.
Part of a family of ten products sharing one governed control library. Provisioning is white-glove and scope follows a due diligence review.