Stable
ServicesUnify your trade and logistics data

Your data, unified.
In real time.

Stable builds data platforms that pull shipment, customs, finance, and carrier data into a single source of truth: with the pipelines, APIs, and dashboards your operations team needs to stop reconciling spreadsheets.

See what we build
<5s
Data freshness: median latency from source system event to queryable record
12+
Source systems connected in a typical trade ops data platform build
99.9%
Pipeline uptime SLA on production data platforms
0
Manual reconciliation runs: everything is automated and auditable
data.acmebrokerage.com/pipelines/active
5 live · 1 warning
Platform
Live Pipelines
Sources
Transforms
Destinations
Alerts
Stable Data Platform · Logistics Operations
Updated just now
PipelineSourceRecords TodayLatencyStatus
ACE Entry SyncCBP ACE1,284 records2.1sLIVE
Carrier EventsProject44 API8,447 events0.8sLIVE
ERP Invoice SyncNetSuite312 records4.2sLIVE
Shipment TrackingCargoWise2,108 updates1.4sLIVE
WMS InventoryManhattan567 updates3.1sWARNING — last run 8 min ago
Broker Portal SyncCustom API94 records0.9sLIVE
Data quality
● All checks passing
Schema compliance
99.8%
Records reconciled
12,812 / 12,814
Mismatches
2 in review queue
flagged for manual review
Real-Time PipelinesSingle Source of TruthCross-System Reconciliation12+ Source ConnectorsSchema ValidationQueryable in MinutesReal-Time PipelinesSingle Source of TruthCross-System Reconciliation12+ Source ConnectorsSchema ValidationQueryable in Minutes
What we build

Six platform capabilities,
deployed end to end.

Each capability ships as a production system. Not a prototype, not a pilot. Integrated with your source systems, modeled around your data, and monitored from day one.

01

Data Ingestion

Connect every source system without a year of integration work. We build custom connectors for your TMS, ERP, WMS, customs software, carrier APIs, and broker portals. Event-driven where possible, batch where necessary, all normalized into a clean common data model.

02

Data Modeling

A trade data model that reflects how your operations actually work. Shipment, entry, invoice, party, carrier, and document, modeled to handle the actual complexity of international logistics. Not a generic schema from a BI vendor that doesn't know what an HTS code is.

03

Reconciliation Engine

Find mismatches before they become problems. Automated reconciliation between entry values and invoices, shipment records and carrier confirmations, duty payments and CBP records. Mismatches surface in a review queue. Not a 2am spreadsheet audit.

04

Real-Time APIs

Query your trade data like a database. We expose the platform through clean REST and GraphQL APIs so your internal tools, dashboards, and downstream systems can query live data without hitting production databases directly.

05

Analytics & Reporting

Duty exposure, lane performance, and exception rates, without a BI vendor. We build the reporting layer into the platform: duty exposure by supplier, shipment performance by lane, exception rates by document type, broker fee analysis. Built on your data, not a generic template.

06

Data Governance

Who changed what, when, and why. Full audit trail on every record mutation. Schema validation on every inbound record. Lineage tracking from source to query. The data platform you hand to a compliance team should have the same rigor as the filing system it feeds.

How we work

From scattered systems
to a running platform.

Every data platform starts with understanding what you actually have. Not what the documentation says. We audit, model, build, and hand over something your team can maintain.

01: AUDIT

Map every source system and data flow before we build.

Two weeks cataloging your source systems, APIs, file formats, and data volumes. We find the hidden data quality problems, the missing fields, and the places where two systems disagree about the same fact.

02: MODEL

Design the data model before the first pipeline ships.

We work with your operations and compliance teams to design the canonical data model: the shape of truth for your business. Entry, shipment, invoice, party, carrier. Getting this right before building saves months of rework.

03: BUILD

Pipelines in production from week four.

We start with the highest-value, highest-volume pipelines first. Each one ships with schema validation, error handling, retry logic, and alerting. You see data flowing into the new platform in the first month.

04: OPERATE

We hand over a platform your team can maintain.

Full architecture documentation, runbooks for every pipeline, monitoring dashboards, and alerting configuration. We stay on-call for 30 days post-launch and run a knowledge transfer session before we hand over.

Recent work

Data platforms in production,
with numbers to show for it.

Metrics are measured in the first quarter after deployment. Not projections. Anonymized where requested.

IOR · Trade OperationsOngoing · '25–'26
Data platform

Built a unified trade data platform for a global IOR across 40+ trade lanes.

A Fortune 500 importer had shipment data in CargoWise, entry data in ACE, invoice data in SAP, and carrier data from Project44, with no reliable way to reconcile them. We built a real-time data platform that pulls all four sources into a unified model, surfaces mismatches automatically, and powers the compliance team's reporting.

40+
Trade lanes with unified real-time data
<5s
Median latency from source event to queryable record
Freight Forwarding · AnalyticsCompleted Q3 '25
Reconciliation engine

Automated invoice-to-entry reconciliation, eliminating 15 hours of weekly manual work.

A freight forwarder was spending 15 hours every week reconciling carrier invoices against entry summaries, a process entirely done in Excel. We built an automated reconciliation engine that matches invoices to entries, flags discrepancies, and generates exception reports, eliminating the manual process entirely.

15h
Weekly manual reconciliation time eliminated
99.1%
Auto-match rate on invoice-to-entry reconciliation
Customs Brokerage · ReportingCompleted Q1 '26
Analytics platform

Replaced a monthly BI export with live trade analytics for a broker's client portal.

A customs broker was delivering monthly Excel exports to importer clients. The only reporting available. We built a live analytics layer on top of their existing systems that powers a client-facing portal with real-time duty exposure, shipment status, and document tracking.

Real-time
vs. monthly Excel: client data freshness improvement
More client data requests handled without staff time
Common questions

What teams ask us
before they start.

No. Data quality issues are always discovered during platform work. That's part of why we do a two-week audit phase. We build the cleaning and normalization into the pipeline, so the platform handles your data as it actually is, not an idealized version.
We've connected to CargoWise, Descartes, SAP, Oracle, NetSuite, Manhattan WMS, Project44, FedEx, UPS, CBP ACE, and dozens of custom APIs and EDI feeds. If it has an API or exports data in a format we can read, we can build a connector.
A generic data warehouse product gives you a place to store data. We build the domain-specific data model, the connectors for your specific source systems, the reconciliation logic that understands your trade operations, and the APIs and dashboards your team needs. The platform is shaped around your business, not a generic schema.
We work with what you have: SFTP file drops, email attachments, screen-scraping where necessary, EDI feeds, database direct reads with change-data-capture. If data exists somewhere in your operations, we can build a pipeline for it.
You get architecture documentation, runbooks for every pipeline, monitoring dashboards with alerting configured, and a named engineer on-call for 30 days. The platform runs in your infrastructure, not ours. You own it from day one.

One source of truth
for your trade operations.

Tell us what systems you're running and what you're trying to reconcile. We'll come back with a data architecture proposal, a pipeline build plan, and a fixed fee.