mDeck
AI workbench
People can request work, review proposals, approve actions, and inspect results and supporting evidence.
metabiz helps enterprises improve cost and efficiency through an evidence-led process: adopt the right product, integrate existing systems, or customize differentiated work; scope, maintenance, and responsibility are agreed per engagement.
Combine existing systems, enterprise knowledge, AI models, work capabilities, and governance into an operating whole. Private infrastructure owned by the customer can be included when sensitivity, reliability, or on-site constraints require it.
mOrbit
Combine existing systems, enterprise knowledge, AI models, work capabilities, and governance into an operating whole. Private infrastructure owned by the customer can be included when sensitivity, reliability, or on-site constraints require it.
Most organizations do not need to rebuild POS, CRM, or ERP because of AI. We connect usable foundations first and invest in truly differentiating work.
mDeck
People can request work, review proposals, approve actions, and inspect results and supporting evidence.
mBrain
Preserve sources, versions, and evidence so AI knows where an answer came from—and what is missing.
mDock
Manage skills, connectors, approvals, and evidence so AI can move safely from advice to action.
AI EDP
Connect enterprise data, workflows, agents, and existing systems around the same work without replacing every core platform.
mCRM / mCard
Support existing member, engagement, and service scenarios as enterprise capabilities that can be integrated and extended.
This page describes product direction and composable capabilities. It does not mean every module is commercially validated in every context. Scope, maturity, SLA, infrastructure, and responsibility are agreed per engagement.

mBase
mBase provides a direction for governing model and token usage, access, budgets, routing, cost, and audit within agreed deployment scope.

01 · mBase
Map model choices by work need, capability, and limitation.
Start with the use case before deciding which model enters the flow.
02 · mBase
Show how role, access, purpose, and cost ownership connect.
Follow policy to check that usage stays within control.
03 · mBase
Show how usage, approval, and exceptions form reviewable records.
Retain a governance basis for later checking and adjustment.We choose a path based on maturity, differentiation, maintenance cost, data risk, and expected life.
01
Use existing products and standard configuration when the need is repeatable and the scope is stable.
02
Keep core systems and add connectors, workflows, or AI for differentiated work.
03
For multi-team, multi-model, and high-risk use, add access, cost, audit, and operational controls.