dataforce.work

Ship Salesforce data workflows faster than before

Explore org metadata, run SOQL, diff & deploy, and back up data — with an AI‑assisted, local‑first toolkit.

What's DF Contact Us

No vendor lock‑in. Works with your Salesforce CLI and projects.

Why teams pick dataforce.work

Multi-org control

Command every Salesforce org

Register production, sandbox, or scratch orgs in seconds, switch defaults on the fly, and keep device-flow authentication fresh without leaving the console.

Metadata control tower

Diff, validate, deploy with confidence

Snapshot metadata, compare sandboxes, and push validated deployments with rollbacks and report-ready package.xml manifests.

Autopilot jobs

Schedule everything once

Trigger backups, AI analyses, migrations, and validation runs from a unified job board powered by APScheduler and granular status tracking.

AI co-pilots

Bring your favorite models

Wire in OpenAI, Gemini, DeepSeek, Anthropic, or xAI configs, then use prompts to summarize diffs, explain errors, or generate SOQL safely inside your stack.

Data pipelines

Sync Salesforce with your databases

Streamline migrations between orgs, PostgreSQL, or Oracle with transform configs, CSV staging, and reusable field mappings.

CDC radar

Catch changes as they happen

Spin up resilient gRPC or CometD listeners that surface Change Data Capture topics, replay IDs, and health in one view.

Relationship intelligence

Rebuild complex data graphs

Let the relationship discovery engine map dependencies, lookup strategies, and load order before you move a single record.

Governance ready

Stay audit-friendly by default

Encrypt secrets, persist run history, and store agent configs with Fernet-protected parameters plus exportable system logs.

What is dataforce.work?

dataforce.work is the operations cockpit for Salesforce builders. It pairs a OpenAPI compactible backend with a modular, local-first UI so teams can explore metadata, run SOQL, orchestrate jobs, and keep regulated data on their own infrastructure.

Minutes-to-value onboarding Agent-ready AI surface Flow-guided job scheduling Explainable diff summaries Hands-off backup hygiene Realtime change radar Runbook-ready exports Human-friendly SOQL builder Role-aware collaboration Compliance stays local Confidence at deploy time Insightful health dashboards Directly translate lables Data consistency comparisons

Operational cockpit

  • Connect production, sandbox, and scratch orgs with device-flow authentication and quick default switching.
  • Monitor scheduled jobs, retry failed runs, and inspect logs from a single history timeline.

Data & metadata tooling

  • Retrieve, diff, and deploy metadata bundles with package.xml generation and rollback-ready backups.
  • Sync Salesforce data with PostgreSQL or Oracle using reusable transform maps and CDC-driven refreshes.
  • Delpoy entier data and files from One Saleforce Org to Another

AI & governance

  • Plug in OpenAI, Gemini, DeepSeek, Anthropic, or xAI models for explainability, summaries, and SOQL drafting.
  • Encrypt secrets, version agent configs, and control access with role-aware settings and audit-friendly exports.
Automated jobs

Schedule backups, migrations, validations, AI analyses, and CDC listeners without leaving the console.

Hybrid file storage

Keep assets local or route them to AWS S3, Azure Blob, or Alibaba OSS for redundancy and collaboration.

Agent ecosystem

Discover A2A-compatible agents, capture configuration secrets securely, and prepare for future run automation.

Every workflow stays close to your Salesforce projects—no vendor lock-in, transparent logs, and tooling that grows with your release cadence.

Talk with the team

Ready to simplify Salesforce operations? Share a few details and we will follow up with a playbook tuned to your release cadence.

  • Guided onboarding for data, metadata, and agent-ready pipelines.
  • Invites to upcoming new feature previews.