Factory AI Alternative: Enterprise AI That Executes Across Your Whole Business
Factory AI automates coding, testing, and deployment for engineering teams. Coworker codes in a repo-aware cloud sandbox too, but goes further: agents execute across sales, ops, support, and engineering with 50+ connected tools and organizational memory, with OM2 plus model routing lowering token cost 51x in Coworker's 100-task benchmark. If your need is purely software delivery, Factory is focused there; if you want AI across the business, Coworker fits.
Last updated: April 2026
3 tool requests
Meeting transcript
Extracted 4 action items from Acme call
Salesforce update
Stage → Discovery Complete, notes added
Follow-up draft
Recap email with POC timeline composed
Reasoning steps
What makes Coworker different
Whole-business execution vs. code-only
Coworker
Coworker automates work across sales, customer success, ops, support, and engineering, acting across 50+ connected tools, not only the codebase.
Factory AI
Factory AI is focused on automating coding, testing, and deployment for engineering teams.
Side by side
See it on your own tools
Comparing Factory AI and Coworker?
Book a 20-minute demo, or get a free Context Impact Report: we run your team's questions through your current setup and through Coworker, then score every answer blind.
The ROI calculation was straightforward. We just needed to save two to two and a half hours per month per person to break even. We exceeded that in the first few weeks.
Marcin Safranow
VP IT Operations, Huuuge Games
Enterprise-grade security, from day one
SOC 2 Type II
Audited annually, report on request
Hosted locally
Your memory stays in your region. Open-source models run in the US.
Isolated, single-tenant
In our cloud or your VPC
Never trains on your data
No model provider, closed or open source
Your permissions, enforced
The access already set in Salesforce, Slack, Jira and Drive
Also included
FAQ
Frequently asked questions
Factory AI automates coding, testing, and deployment for engineering teams. Coworker codes in a repo-aware sandbox but also automates work across sales, customer success, ops, support, and engineering with 50+ connected tools, plus organizational memory through OM2 that retains context across sessions.
Coworker includes a frontier coding environment with repo-aware assistance, multi-file edits, and sandboxed execution. Factory AI is more specialized in the software delivery lifecycle; Coworker covers coding plus the rest of the business.
In Coworker's 100-task benchmark, OM2 plus model routing lowered token cost 51x versus one frontier model. Factory AI pricing is custom and oriented to engineering teams. For Coworker pricing, book a demo.
No. Coworker serves ops, GTM (sales, CS, marketing), support, and engineering. Meeting intelligence, customer intelligence, and the agent builder automate workflows across all functions, not just code.
Yes. Coworker is SOC 2 Type II certified, GDPR compliant, and CASA Tier 2 verified. Data is US-hosted, permission-aware, and never used to train models, with SSO, RBAC, audit trails, and approval gates.
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