How Zytherum compares — honestly.
The AI agent market is crowded, and every vendor says they win. The best way we know to earn your trust is to be transparent about where we excel and where others may fit you better today. Here is that comparison — without the spin.
What actually matters once agents hit production
Grouped by what a buyer evaluates — how you build, operate, improve, and connect agents. The row that no one else can check is the one that keeps you safe: a gate that stops a change before it degrades quality.
| UsZytherum | Kore.ai | Agentforce | Glean | Moveworks | Aisera | Cognigy | Decagon | |
|---|---|---|---|---|---|---|---|---|
| Build | ||||||||
| Visual agent builderDesign agents and teams without writing framework code. | Yes | Yes | Yes | Limited | No | Yes | Yes | Limited |
| Multi-agent teamsSpecialized agents hand off, collaborate, and escalate toward one goal. | Yes | No | Limited | No | No | Yes | No | No |
| Flexible triggersLaunch from an API call, event, schedule, webhook, or workflow. | Yes | Limited | Limited | No | Limited | Limited | Yes | Limited |
| Operate | ||||||||
| Full audit trail & replayEvery decision captured and replayable — not just logged. | Yes | Partial | Partial | No | Partial | Partial | Partial | Partial |
| Multi-tenant isolationEach team’s data and access stay separate by default. | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Limited |
| Multi-model (bring your own LLM)Run on the models you choose, swap providers without a rewrite. | Yes | Yes | Limited | Yes | Partial | Yes | Yes | Limited |
| Improve | ||||||||
| Automated evaluationMeasure agent quality continuously against datasets and scorers. | Yes | No | No | No | No | No | No | Yes |
| Regression safety gatesBlock a change from shipping if it would degrade quality. | Yes | No | No | No | No | No | No | No |
| Experiments & version compareCompare versions side by side and promote the one that performs. | Yes | No | No | No | No | No | No | Yes |
| Eval-driven optimizationProduction results feed bandit-guided tuning, checked before release. | Yes | No | No | No | No | Partial | No | No |
| Reach | ||||||||
| Integrations & open protocolPre-built connectors plus an open protocol for any documented API. | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Limited |
Comparison reflects publicly available information about each platform and is a point-in-time snapshot. Capabilities evolve — tell us if anything here is out of date and we’ll correct it.
Built for agents that keep getting better
Most platforms treat an agent as something you ship once. Zytherum treats it as a system that learns — and proves it improved before the change goes live.
One full-loop platform
Build, evaluate, optimize, and deploy are one integrated system — not separate tools duct-taped together after the fact.
Observable by default
Every decision and action is captured and replayable, so you can time-travel through exactly what happened instead of digging through logs.
Regression safety gates
No change ships until it is checked for quality. An optimization that would degrade an agent is stopped before it reaches customers.
Agents that work as a team
Specialized agents coordinate, hand off, and escalate toward a shared goal — handling work that is too complex for a single bot.
Eval-driven improvement
Production results feed continuous evaluation and bandit-guided tuning, so agents get measurably better instead of going stale.
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integration servers and tools built — plus an open protocol to connect any documented API.
We’d rather tell you than have you find out
No platform wins on everything. Here is where a competitor may be the better choice for you right now — so you can make the call with clear eyes.
Pre-built vertical solutions
Kore.ai and Cognigy ship deeper out-of-the-box agents for banking, healthcare, and telecom. Zytherum’s marketplace is growing but not yet as deep in vertical templates.
Enterprise install base
Moveworks and Glean have larger deployed customer bases in IT support and enterprise search. Zytherum is newer to market.
Ecosystem-native depth
Salesforce Agentforce is unmatched if your world already lives inside Salesforce. Zytherum is platform-agnostic by design, not tied to one suite.
Voice channel maturity
Cognigy is purpose-built for voice-first contact centers with deep telephony. Zytherum’s voice support is on the roadmap.
Enterprise search
Glean’s knowledge graph and workplace-app connectors for search are best-in-class. Zytherum grounds agents in your knowledge to act, rather than to search.
“Platforms that treat agents as static deployments will lose to platforms that treat them as continuously improving systems. The teams that win with AI agents won’t be the ones who deploy fastest — they’ll be the ones whose agents learn fastest.”