Most AI gives you an answer and asks you to trust it. Cognis opens the box. Every activity in a turn, every byte in the LLM's memory, every model and token spent. You can inspect it, edit it, or release it. Live.
Activity Trail · Memory View · Context Ledger, built into every chat.
AI adoption is everywhere. Trust isn't. Every team running production AI hits the same four walls.
The AI gives you a confident reply. You can't see which tool it called, which data it used, or whether it hallucinated the cite.
Old turns get compacted. Integration payloads linger. You never see what's actually in the LLM's head on the current turn.
When the output is wrong, your only option is re-prompt and pray. No step inspector. No payload view. No memory ledger.
Legal and clients want to know how the AI reached an answer. You can't show them a timeline, a model list, or a source.
Teams now spend more time verifying AI outputs than they saved generating them.
A faster model doesn't show you its activity. A bigger context window doesn't tell you what's taking up space. "Just re-prompt" isn't a debugging strategy.
"Which tool actually produced this number?"
No activity trail visible in chat.
"What is the LLM remembering right now?"
Memory is opaque, buried, or not a thing.
"Where in the turn did it go wrong?"
Nothing to inspect between prompt and reply.
"Can I show this to the auditor?"
No exportable ledger of models, tokens, sources.
Every team finds errors after the fact, instead of preventing them upfront.
Every assistant message expands into the activities that produced it: reasoning steps, tool calls, agent handoffs, human-in-loop pauses. Tap any row to see the payload, the model, the tokens spent, and the integration used.
A live window into what the LLM is holding right now: active messages, running summary of compacted turns, loaded skills, plus every integration payload (Google Sheet rows, Semrush reports, CRM pulls). Release anything that's stale. Watch token usage drop on the next turn.
Every run records which models were called, what they cost, how many tokens were spent (cached vs fresh), and whether the turn completed or was interrupted. Exportable for compliance, finance, or debugging.
Smart summarization with manual override. Pin facts that must never be compacted. Forget anything that shouldn't travel. Nothing about your AI stays invisible.
See what the LLM is holding. Release what it isn't using. Watch the token count drop, and your bill with it.
Every token the LLM carries is a token you pay for. The Memory View above shows exactly what's loaded: Semrush reports from 8 turns ago, a 14-row Google Sheet that's already been summarized, a PDF you only needed once. Release them and the bill drops. Immediately.
A payload released on turn 5 isn't re-sent on turns 6, 7, 8… Long chats are where the savings stack up, and long chats are where other tools quietly lose track.
Comparing platforms built on top of the model vendors. The category Cognis actually competes in.
Other tools have observability for developers. We built it for the person actually using the AI. See how Multi-LLM Intelligence works →
No black-box agents. No "just trust it." No hidden hallucinations.
Glassbox AI is built so the person using the model knows exactly what it's doing on every single turn.
Not buried in developer logs. Visible to the person actually using the AI, in the moment.
You decide what the LLM sees on every turn. Release, pin, summarize, override.
Correct the AI by pruning its memory, not by re-prompting from scratch.
Every activity, every model, every token, every source. Exportable for compliance.
If "the AI said so" is good enough for your work, Cognis probably isn't for you.
This feature works because of one, and enables the other. Both pair with it in real workflows.
Twenty+ models from five providers, each with their own quirks. Glassbox traces every call so you know which one did what, how, and for how much.
Read the Multi-LLM page →Glassbox shows the reasoning. Liveboard is the output you act on: edit in place, preview live, ship to Gmail, Sheets, Calendar, or your CRM.
Read the Liveboard page →See the Activity Trail. Prune the Memory View. Read the Context Ledger. Ship with confidence.
Generous free tier · No credit card · Observability on by default