Product Roadmap

Every tool on our roadmap started as a real challenge submitted by a data professional. Here's what we're building.

In Development

Tools actively being built. Architecture defined, development underway.

A configurable engine for comparing structured datasets with rule-based logic, tolerance thresholds, 1:1 and 1:M matching, break identification, and audit traceability.

Actively building — request early access

Exploration

Concepts under evaluation. Driven by patterns in submitted challenges.

LedgerMill

Exploration

Turn messy bank statement PDFs into clean, structured data — instantly. Auto-detects banks, extracts transactions, and outputs reconciliation-ready formats.

Gathering input — submit a challenge to shape this tool

Beta

Ready for early adopter testing. Qualified participants get priority access.

No products in this stage yet.

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Every submission shapes our product roadmap. Tell us what you need, and help us build the tools that matter most.

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