AIBA vs Northbeams

AIBA and Northbeams are both guardrails & safety tracked by AIDiveForge. Below is a side-by-side comparison of pricing, capabilities, platforms, and ownership — sourced from each tool's live website and verified before publishing.

AIBA

Amanda runs across four modules — real-time detection with automated enforcement, a case management layer where your team reviews flagged content, community trend reporting, and an audit trail for regulatory purposes. The modular design means you can deploy detection first and add the review workflow later, which shortens time to value for teams already mid-crisis. The free Tox Scan (a one-off audit against your own data, no integration required) gives you a concrete read on what your current setup is missing before you commit. Where Amanda gets constrained: the vendor page describes no API details and no self-hosted option, so teams with strict data residency requirements or who need custom upstream integrations are buying before they know the ceiling. The sales path is 'Book a Meeting' — there is no self-serve trial.

Northbeams

Northbeams sits between your workforce and their AI tools, classifying what's running, blocking what shouldn't be, and generating the evidence chain your SOC 2 or HIPAA auditor will ask for. The browser-based agent installs without network changes, so IT doesn't need a procurement cycle to get visibility. Discovery is ungated, which means you can map your shadow AI footprint before committing to enforcement. The ceiling appears when your environment scales past a single site or when you need MCP agent governance — those capabilities are paid-only features. Teams running large multi-site deployments report that per-seat policy management becomes the operational bottleneck.

Attribute	AIBA	Northbeams
Pricing	Paid	Paid
Price	—	$9,600/yr
Free trial	No	14 days
Open source	No	No
Has API	No	Yes
Self-hosted option	No	No
Platforms	Online communities, Discord, games, social media, marketplaces, e-learning	Browser (Chrome, Edge, Brave, Arc), Mac, Windows, CLI
Pros	Modular architecture lets you start with real-time detection and add case management or compliance tooling incrementally, so you avoid paying for a full platform build before you have validated what your team actually needs. A dedicated human review workflow sits inside the same system as automated enforcement, which means your reviewers are not context-switching between a detection tool and a separate ticket system when a call requires human judgment. DSA-oriented audit trail and compliance tooling is built into the platform — a paid-only feature set — so platforms under EU regulatory obligation do not need a separate compliance layer stitched onto their moderation stack. The Discord moderation bot covers Discord communities directly, so gaming studios and developer platforms with active Discord servers get detection without a separate integration or manual export step. Community trend reporting gives trust and safety leads visibility into pattern shifts across the platform, so escalating behavior gets flagged at the population level before individual incident counts become unmanageable.	Agent deploys without network changes or procurement approval, so a security team can have full shadow AI inventory running in hours rather than after a six-week firewall project. Real-time PII, credential, and source-code interception fires before data leaves the browser, which means you catch the leak before it becomes a breach notification obligation. Automated generation of SOC 2, HIPAA, and EU AI Act audit evidence means compliance reviews don't require a two-week manual log reconstruction before every auditor call. Per-tool allow/block/sandbox policies for MCP agent access, so engineering teams using Cursor or Claude Desktop don't operate in a governance blind spot while the rest of the org is covered. Discovery tier is ungated, which means you can produce a complete AI tool inventory and make the business case for enforcement before spending a dollar — removing the 'prove it first' blocker most security budgets impose.
Cons	No self-hosted option exists, so teams under strict data residency rules — healthcare-adjacent platforms, children's platforms in certain jurisdictions, or any organization with contractual requirements to keep community data on-premises — cannot deploy Amanda at all and will need to evaluate on-premises alternatives regardless of feature fit. API details are absent from public documentation; teams that need to pipe Amanda's detections into existing data warehouses, custom dashboards, or internal tooling cannot assess integration depth before entering a sales conversation, which adds weeks to any technical evaluation. There is no self-serve trial path beyond the one-off Tox Scan audit. Teams that need to run a proof-of-concept against live traffic — and have it complete within a sprint — face a bottleneck at the 'Book a Meeting' gate, and teams on that timeline tend to move to platforms with sandbox access instead.	Browser-agent coverage means any AI workload running outside the browser — CLI tools, server-side agents, API integrations — is invisible to Northbeams; teams with significant non-browser AI usage will maintain a separate inventory for those surfaces and live with two parallel governance systems. MCP agent governance and Fleet (multi-site policy management) are paid-only features, so organizations that deploy on the free tier and then discover their primary risk is in coding agents or distributed sites face a forced upgrade decision mid-rollout rather than before it. Teams that outgrow per-tool policy management at scale — typically when seat counts push into the hundreds across multiple locations — report that policy administration becomes a recurring manual burden; at that inflection point, organizations with dedicated security engineering staff typically migrate to a network-layer DLP or CASB that handles enforcement at the infrastructure level rather than the browser.

Bottom line

Only Northbeams exposes a public API. Choose based on which difference matters most for your workflow.

Frequently asked questions

What is the difference between AIBA and Northbeams?

AIBA is Paid, while Northbeams is Paid. Compare pricing, free trial, API, platforms, and pros/cons in the table above on AIDiveForge.

Is AIBA better than Northbeams?

It depends on your workflow. Use the side-by-side attributes (pricing, open source, API, self-hosted, platforms) to decide. AIDiveForge does not rank a universal winner — we publish verified facts so you can choose.