MorphusAI capability stack

One Key Makes Your Agent Smarter.

Add expert judgment and governed memory to the agents you already use.

See whySee why

Models get smarter. Your agent still starts over.

Every reset loses context, corrections and judgment.

We don't build another agent. We upgrade yours.

MorphusAI is a capability stack for your existing agents. SHIKI adds expert judgment. argsmem carries governed experience forward.

In 12 fresh-session software tasks

How often the task was completed correctly:

Without the MorphusAI Key 25% 3 of 12 completed correctly
With the MorphusAI Key 67% 8 of 12 completed correctly

Internal 12-task evaluation (2026). Early directional result.

The carrier

Your Agent.

Keep the model and harness you already use. Add the capability, continuity and boundaries it needs for real work.

Two layers. One capability stack.

SHIKI sets the standard. argsmem carries approved decisions, corrections and evidence across work.

SHIKI

argsmem

Expert judgment

SHIKI

Defines what to notice, how to decide and what good looks like.

You giveA domain expert, real cases, and the quality standard that must hold.

You getAn agent with a new domain capability, not one that merely remembers answers.

Governed experience

argsmem

Carries forward what happened, what changed and what must remain true.

You giveThe systems it may access, the boundaries it must respect, and feedback from real work.

You getAn agent that preserves context, learns from reviewed outcomes, and stays auditable.

The core

Make capability compound without losing control.

SHIKI defines how the agent should think and deliver. argsmem carries forward what the work proved, what changed, and what must remain true.

See the stack at work.

One capability stack. Different expert workflows.

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Frequently asked questions

What is MorphusAI?

MorphusAI is a capability stack that adds expert judgment and governed memory to the agents your team already uses.

What's the difference between SHIKI and argsmem?

SHIKI defines how an agent judges the work. argsmem carries approved decisions, corrections and evidence forward.

How is MorphusAI different from a typical AI agent platform?

Typical platforms help you build another agent. MorphusAI upgrades the agents you already use with expert capability and governed continuity.

How long does implementation take?

We begin with one workflow, one success metric and one governance boundary. Timing depends on the scope and integrations.

How do you keep the agent governed over time?

Important decisions, corrections and verified facts stay structured and reviewable. Short-term signals cannot silently overwrite established rules.

Start with one workflow

Upgrade the agent you already use.

Bring us one workflow that cannot afford generic judgment. We will define the first measurable proof with you.