Contact
SWANK AI accepts inquiries by email only.
All engagements are:
• fixed-scope
• documented in writing
• independently conducted
• evidence-oriented
• operationally defined
No work begins without a confirmed scope and fee agreement.
How To Inquire
Please email:
Please include:
• a brief description of the system, environment, or issue
• the operational question requiring review
• the type of analysis being sought
• any relevant deadlines or time constraints
• a summary of available documentation or materials (if applicable)
Initial inquiries are reviewed to determine whether:
• the engagement is suitable for independent analysis
• sufficient scope clarity exists
• the requested review aligns with SWANK AI operational principles
What Happens Next
If an inquiry is suitable:
1. Scope Definition
Review boundaries, objectives, deliverables, limitations, timeframe, and fees are defined in writing.
2. Scope Confirmation
The proposed engagement is documented and agreed before work begins.
3. Invoice Issued
An invoice is issued through SWANK London LLC.
4. Analysis Begins
Review proceeds within the agreed analytical scope.
5. Written Deliverable
Findings are delivered through structured written documentation.
Important Notes
SWANK AI does not offer free consultations.
All engagements remain:
• fixed-scope
• documented
• non-aligned
• evidence-oriented
• independently conducted
SWANK AI does not provide:
• legal advice
• legal opinions
• regulatory approval
• compliance certification
• marketing endorsement
• operational management
• guaranteed outcomes
All services remain analytical, descriptive, and non-directive.
Suitability
SWANK AI may be suitable for:
• organisations reviewing operational instability
• governance environments requiring independent analysis
• institutions seeking communication or systems review
• researchers examining feedback or escalation dynamics
• founders or developers seeking independent systems assessment
• complex operational environments requiring structured analytical records
SWANK AI may not be suitable where the objective is:
• regulatory approval
• compliance certification
• predetermined conclusions
• public relations positioning
• validation of unsupported claims
• open-ended advisory services without defined scope
Confidentiality & Independence
Client materials are treated as confidential unless disclosure is:
• authorised by the client
• legally required
• necessary within the agreed scope of engagement
SWANK AI maintains analytical independence throughout all engagements.
Analysis is not influenced by commercial, institutional, political, vendor, or reputational interests.
Core Principle
Systems are analysed according to implemented behaviour rather than stated aspiration.
SWANK AI
Systems Analysis • Feedback Governance • Operational Clarity
SWANK London LLC