Forge Orbital vs Cogni

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Forge Orbital compared with Cogni
Detail	Forge Orbital	Cogni
What it does	AI accountability that grows into governance	Memory that reasons
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	US
Pricing model	Not given	Freemium
Pricing	Not given	Free plan at $0 USD; Pro plan at $5 USD per month.
Key features	Governance: checks proposed AI actions against defined rules before execution Recorded decision records that can be reviewed, replayed and verified later Evaluation: compares AI agent performance using representative test cases and expected outcomes Optimization: recommends model and cache candidates based on usage, prices and evaluation evidence Regress detection identifies changed action paths and quality regressions On-premises and private cloud deployment Integration with existing AI tools via connectors and wrappers No model training on customer data; separate data boundaries from external AI providers Cost comparison and optimization across model and cache configurations	Entity-graph spreading activation for cross-vocabulary retrieval Works with any LLM model No LLM or GPU in retrieval path Point-in-time and windowed recall Timestamped memories Fixed recall cost as memory grows
What makes it different	Independent accountability: checks run inside your systems, not asking another AI to audit AI Your people keep authority: Forge produces decision evidence, your business enforces results Recorded decision evidence that auditors and regulators can examine Designed for consequential work in regulated industries like financial services Not another dashboard: integrates into your workflow without replacing your AI tools	Reaches answers across unrelated documents that share no keywords, where vector search scores zero Deterministic retrieval with no model in the path, so results never vary between queries Constant per-query cost regardless of memory size, even at 32,000 words No infrastructure to run—no vector database, cluster, or GPU needed Works with any model, so small local models gain the most from better retrieval
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	4 no change since last check
Trust Flow (Majestic)	0	2
Citation Flow (Majestic)	7	21
Referring domains (Majestic)	22	34

4 details filled in for both companies.

More alternatives to Forge Orbital More alternatives to Cogni