Mmeshbase

Platform overview

One platform. Three layers, three audiences.

One graph, three faces. Operations get dashboards. Partners get APIs. AI gets typed tools — and you get one audit trail across all of them.

Book a pilotSee programmable access

Architecture

Three layers stacked, surfaced together.

Data Foundation feeds Operational Experience. Programmable Access exposes both — to your team, your partners, and AI.

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Programmable Access

GraphQL · REST · SDK · CLI · MCP

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Operational Experience

Composer · MeshIQ · workflows

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Data Foundation

Import · dedupe · validate · enrich

Three layers

Built on the same foundation, surfaced for very different consumers.

Each layer answers a different question: where do trusted records come from, how do humans operate on them, how do machines and AI consume them under your governance?

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Programmable Access

GraphQL · REST · SDK · CLI · MCP

GraphQL · REST · SDK · CLI · MCP — one governed surface for partners, operators, and AI agents.

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Operational Experience

Composer · MeshIQ · Workflows

Composer dashboards, MeshIQ for natural-language queries, and modern workflows on clean, federated data.

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Data Foundation

Import · Dedupe · Validate · Enrich

Connect, deduplicate, validate, and enrich enterprise data against industry standards and AI enrichment sources.

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Live activity

Every call, one audit trail.

REST, MCP, NLQ, mutations, governance approvals — every surface routes into the same caller-attributed audit row. Subscribers, partners, and AI agents share one provenance trail.

Animated feed showing example platform events: REST calls, MCP queries, NLQ streams, mutation approvals, SLO checks, and audit rows.

Why Meshbase, not another system of record

Core systems run the business. Meshbase opens the data.

ERPs, PIMs, MES, CSMS, warehouses, and custom tools are built to run internal processes. Meshbase runs alongside them and turns the data they hold into a governed, programmable, monetizable surface.

See it on your stack

Bring your domain. We'll show you the import in a week.

We'll show you what dedup, governance, and partner exposure look like on your actual data. No generic decks.