Pattern-based Automated Categorization Engine
Flip the script — let your data discover the rules, not the other way around
category
An intelligent categorization engine that discovers patterns in transaction data, applies rules at query time, and preserves point-in-time accuracy through temporal versioning.
Capabilities
Key Capabilities
- check_circleFour discovery algorithms — prefix grouping, merchant clustering, keyword extraction, and amount heuristics — that find patterns humans miss
- check_circleQuery-time rule matching that applies categorization on the fly, so rule changes take effect instantly without batch reprocessing
- check_circleTemporal versioning with edit proposals that preserve point-in-time accuracy as classification rules evolve
- check_circleApproval workflow with draft, pending, active, and rejected states ensuring categorization quality before rules go live
Background
How It Started
history
Developed from forensic data analysis engagements where classifying financial transactions demanded something better than static rule sets. PACE flips the script — instead of writing rules and hoping they catch everything, it analyzes your data and discovers the patterns for you.
Flexibility
Available Delivery Models
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Team Augmentation & ConsultingEngineers, developers, team leads, and architects who embed with your team and deliver — from hands-on development to senior technical leadership. We staff it with the right people at every level and get it to production.
cloud
White-Label SaaS ProductsField-proven software built from real engagements, delivered as white-label SaaS under your brand. Integration platforms, data management tools, compliance systems, analytics dashboards — configured to your needs, hosted and maintained by us.
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Managed Services & Build‑Operate‑TransferWe build the solution, run it in production, prove it works, and either continue operating it as a managed service or transfer full ownership to your team. You choose the exit ramp.