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Franchise Fiduciaire

Swiss LLM engine

Fiduciary knowledge available immediately, in a private environment.

A private professional assistant specialised in Swiss fiduciary practice. It answers, researches, explains, cites, compares, asks for missing information, proposes checks, documents and escalates.

The engine researches and explains. The professional decides.

See a demonstration Read the methodology

Areas covered

Specialised, not generalist.

  • Swiss accounting
  • Tax
  • VAT
  • Payroll
  • Social insurance
  • Financial management
  • Management control
  • Cost accounting
  • Everyday questions of fiduciary practice

Use cases

The questions professionals actually face.

  • Private-use share on a vehicle
  • Provision
  • VAT
  • Tax treatment
  • Benefit in kind
  • Deductibility
  • Complex entry
  • Year-end review
  • Inter-cantonal taxation
  • Financial management

Shape of an answer

An answer that belongs in a file, not a paragraph.

Every answer follows the same format, so it can be reviewed, documented and filed.

  1. Conclusion

  2. Conditions

  3. Facts to confirm

  4. Legal basis

  5. Accounting treatment

  6. Tax treatment

  7. VAT treatment

  8. Documents

  9. Checks

  10. Confidence level

  11. Date

  12. Escalation to a human specialist where needed

Evaluation

What we measure, and how.

In internal tests based on Swiss federal examination questions in accounting, taxation and financial management, our engine reached 99 % correct answers under our evaluation protocol.

Measurement pending publication

The methodology page must publish:

  • Number of questions
  • Examinations used
  • Years
  • Subjects
  • Marking scheme
  • Assessors
  • Model version
  • Document access permitted during the test
  • Results by subject
  • Errors found
  • Limitations
  • Date of the test
Read the methodology

Governance

An engine with guardrails.

  • Validated sources
  • Versioning
  • Dating
  • Citations
  • Confidence level
  • Deliberate refusal when a question falls outside scope
  • Escalation
  • Error log
  • Correction
  • Audit
  • Human validation

Limitations

What the engine does not do.

  • It does not replace the professional
  • It makes no automatic decisions
  • It requires human validation
  • It depends on its sources being up to date
  • It escalates to a specialist when a question exceeds it

Position on AI

What we say, and what we will not say.

Wording we use

  • Production driven by controlled rules
  • No public AI in client files
  • Private engine
  • Swiss hosting
  • The professional is responsible
  • Conversations not used to train an external model
  • Human validation

Wording we reject

  • “Zero AI”
  • “Infallible AI”
  • “Automatic decisions without oversight”
  • “100 % Swiss” without full proof
  • “99 % accurate in every situation”

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