The Pathfinder Platform

Four capabilities, one platform, zero data leaving your machine. Audit your org health. Query across orgs. Sync data between orgs. Migrate from legacy systems. All built in Rust for speed, safety, and reliability.

6,000+
Tests, all passing
DuckDB
Sub-second audit engine
Local
Zero data egress
Signed
Tamper-evident audit chain

Why the vendor is never in the chain of custody

Most data platforms are a cloud service you send your data to. Pathfinder is a desktop application that runs on the operator's own hardware, so the data never moves to a vendor. Your Salesforce records flow from your org, through a process on your machine, to the destination you control. There is no shared multi-tenant backend, no inbound network listener, and no shared credential store. The trust boundary is your own operating-system account.

That single choice is what makes the security story real instead of a promise. Because nothing leaves the machine, there is nothing for a vendor to leak, subpoena, or lose. Every step emits a signed, chained record, so an auditor can verify what happened on their own laptop with a public key, without taking anyone's word for it. Built in Rust for memory safety and speed, accelerated by an embedded DuckDB engine so a full org audit runs in seconds, not hours. See the Trust Center for the audit-chain protocol and the threat models.

Audit + Query + Sync + Migrate

Audit

45 checks across 18 modules. Data quality, security, compliance, performance, nonprofit, Sales Cloud, Service Cloud, Marketing Cloud. DuckDB-accelerated for sub-second execution. Health scoring with prioritized remediation roadmaps.

Query

BridgeQL SQL-Graph hybrid query language. 6,000+ tests, all passing. Sub-millisecond parsing. Interactive REPL, REST API, and desktop integration. Traverse Salesforce object relationships as a graph.

Sync

Multi-org synchronization with hash-indexed conflict detection. Five resolution strategies. Circuit breaker, rate limiter, RBAC, audit logging. 16 REST endpoints. SQLite and in-memory persistence.

Migrate

10 source connectors (Bloomerang, Raiser's Edge, DonorPerfect, Dynamics 365, HubSpot, CSV, Excel, JSON, XML, and more). AI-powered field mapping. Batch processing with checkpoint/resume. Conflict detection and resolution.

Desktop + REST API + CLI

Tauri Desktop

Native macOS app with React 18 frontend. Real-time progress via Tauri events. Workspace-based project management. macOS Keychain for credentials.

Axum REST API

Full HTTP API for headless operation. 50+ endpoints across patterns, pipelines, queries, sync, governance, and observability. JWT authentication and CORS support.

CLI

Command-line tool for CI/CD integration. Run audits, execute queries, manage sync jobs, export reports. Exit codes for pipeline gating.

Fabric AI Engine

AI-Assisted Mapping

Suggests field mappings between source and target schemas and flags suspicious data patterns before load, grounded in your own metadata rather than a generic model.

DAG Executor

Directed acyclic graph pipeline execution with conditional nodes, loops, merge points, and 15 edge transforms. Parallel execution with dependency resolution.

Pattern Quality

Automated pattern assessment, prompt optimization, and RAG-powered knowledge retrieval. Continuous improvement of AI-generated output.

Built Different

Rust. Offline-first. Zero data exfiltration. The platform that takes your Salesforce data operations seriously.

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More: Pathfinder · Trust Center · Migration Services