Your Deterministic AI Engine For Accurate,Rule-Based Customer Rewards Calculation

Upload booking or transaction data and calculate customer rewards using fully traceable logic.

Customer rewards calculation

ByteGenie's Symbolic AI applies or infers reward campaign rules, determines eligibility for each transaction, calculates rewards deterministically, and provides a complete data trail of how every reward value was derived.

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Reward campaign complexity

Reward Campaign Logic Gets Complex — Fast

Companies that run loyalty or promotional campaigns often deal with:

Different commission rates by partner
Tiered fee structures
Special campaign overrides
Geographic variations
Date-based eligibility rules
Net vs gross revenue calculations
Performance-based fee adjustments

Most Teams Rely On:

  • Large spreadsheets
  • Manual formula updates
  • Ad-hoc scripts
  • Finance team cross-checks

This Results In:

  • Calculation errors
  • Disputes with channel partners
  • Delayed monthly reconciliation
  • Lack of transparency into how fees were derived
  • High operational overhead
The Byte Genie Solution

Deterministic Fee Calculation With Full Logic Transparency

ByteGenie turns complex channel agreements into structured, rule-based logic, you can:

Deterministic fee calculation
Upload booking data as is
Define or upload channel fee rules
Apply rules automatically to each booking
Generate partner-level summaries
Export outputs to finance or ERP systems

No retraining  •  No black box  •  No hidden formulas

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Why It Scales

It behaves like an autonomous rules engine — consistent, transparent, and auditable.

Traditional Approaches:

  • Fee logic grows more complex over time
  • Campaign overrides create inconsistencies
  • Manual updates cause rule drift
  • Spreadsheets cannot enforce deterministic rule precedence

ByteGenie:

  • Encodes business rules as symbolic logic
  • Ensures consistency across all bookings
  • Applies rules uniformly across time
  • Keeps a complete history of logic versions
  • Enables real-time recalculation when needed

Ready To Eliminate Reward Calculation Errors?

Upload your transaction data and compute customer rewards with fully traceable, deterministic logic.