AutoAI FinProm

AI-powered FCA Financial Promotion compliance checker

Paste any marketing copy (ad, email, tweet, landing page text) and instantly get FCA non-compliant language flagged with specific rule citations, risk scores, and compliant alternatives.

Who is this for?

• Head of Compliance at FCA-regulated UK fintechs
• Head of Marketing at banks, insurers, and investment platforms
• Compliance teams at Revolut, Zopa, Monzo, Kroo, WorldRemit, and similar firms
• Regulatory consultants advising financial services firms

Quick Start

pip install autoai-finprom

Scan marketing copy

finprom scan "Get 10% guaranteed returns on your crypto investment! Sign up now!"

Output:

FinProm Compliance Report
═══════════════════════════════════════════
Risk Score: 92/100 (CRITICAL)
Product Type: crypto

Findings:
  [CRITICAL] COBS4.2.1 -- "guaranteed" is misleading
    -> Remove absolute claims. All investments carry risk.
  [CRITICAL] FCA.CRYPTO.1 -- Missing prescribed crypto risk warning
    -> Add: "Don't invest unless you're prepared to lose all the money you invest."
  [CRITICAL] PRIN2A.5.3 -- Could cause foreseeable harm to retail customers
    -> Remove lifestyle/aspirational claims about returns.
  [HIGH] COBS4.7.1 -- "Sign up now" without material terms disclosure
    -> Disclose fees, risks, and terms before call-to-action.
  [HIGH] FCA.CRYPTO.2 -- Missing FSCS exclusion notice
    -> Add: "Cryptoassets are not regulated in the UK. No recourse to FSCS."

Suggested Compliant Version:
  "Explore crypto investment opportunities. Capital at risk.
   Cryptoassets are not regulated in the UK. No protection under
   the FSCS. Don't invest unless you're prepared to lose all
   the money you invest."

Readability: Flesch 62 (Acceptable for retail)
Approval Required: Yes (s21 FSMA authorised person)

Python API

from finprom import FinPromScanner

scanner = FinPromScanner()  # Rule-based (no API key needed)
# scanner = FinPromScanner(api_key="sk-...")  # AI-enhanced

report = scanner.scan(
    "Guaranteed risk-free returns! Sign up now!",
    product_type="investment"
)

print(f"Risk Score: {report.risk_score}/100 ({report.risk_level})")
print(f"Compliant: {report.is_compliant}")

for finding in report.findings:
    print(f"[{finding.severity.label}] {finding.rule_id}: {finding.fix_guidance}")

# Get compliant alternative
print(report.suggested_fix)

# Export
report.to_json()   # JSON string
report.to_html()   # HTML report
report.to_dict()   # Python dict

CLI Usage

# Scan text directly
finprom scan "Your marketing copy here"

# Scan from file
finprom scan -f email_draft.txt

# Specify product type
finprom scan --product-type crypto "Buy bitcoin now!"
finprom scan --product-type mortgage "Great rates from 2.5%"
finprom scan --product-type bnpl "Pay in 3 instalments"
finprom scan --product-type insurance "Complete cover guaranteed"

# Output formats
finprom scan --json "Your copy"           # JSON output
finprom scan --html report.html "Your copy"  # Save HTML report

# Pipe from stdin
echo "Your marketing copy" | finprom scan

# Check readability only
finprom readability "Your text here"

# List all rules
finprom rules
finprom rules --product-type crypto
finprom rules --json

MCP Server Integration

Use FinProm as a tool inside Claude, Cursor, or any MCP-compatible client.

{
  "mcpServers": {
    "finprom": {
      "command": "finprom",
      "args": ["serve"]
    }
  }
}

Available MCP Tools

Rule Coverage

FinProm checks against 30+ FCA rules across these areas:

Supported Product Types

• investment - Funds, stocks, bonds, ISAs
• crypto - Cryptocurrency, tokens, NFTs, DeFi
• credit - Loans, credit cards, overdrafts
• bnpl - Buy Now Pay Later
• mortgage - Home loans, remortgage, equity release
• insurance - All insurance products
• pension - Pensions, SIPPs, annuities
• savings - Savings accounts

Two Modes

Rule-Based (Free, no API key)

• Fast, deterministic pattern matching
• 30+ FCA rules with 100+ trigger patterns
• Catches ~80% of compliance issues
• Flesch readability analysis
• Missing elements detection

AI-Enhanced (API key required)

• Contextual analysis using Claude
• Catches nuanced violations rules miss
• Tone and pressure analysis
• Generates polished compliant alternatives
• Understands implied claims and context

Set your API key:

export ANTHROPIC_API_KEY=sk-...

Pricing

Development

# Clone and install in development mode
git clone https://github.com/autoailabadmin/autoai-finprom
cd autoai-finprom
pip install -e ".[dev]"

# Run tests
pytest tests/ -v

# Run a quick check
finprom scan "Test your marketing copy here"

Regulatory Disclaimer

AutoAI FinProm is a compliance assistance tool. It does not constitute legal or regulatory advice. All financial promotions should be reviewed by qualified compliance professionals and approved by a person authorised under s21 FSMA 2000. The tool is designed to help identify potential issues, not to replace professional judgement.

Built by AutoAI Labs | info@autoailabs.co.uk