Request a pilot

VERIFIED EXPERIENCE / 2026

Verified experience AI.
Don’t wait for self-improvement.

Membria records what agents decide and what happened next. Each lesson is traced to its source and checked by rules, not by the model — so agents get better without changing weights or grading themselves.

Request a pilot

↗

Explore the platform

→

ANY MODEL · CLOUD OR ON-PREM · A PERSON APPROVES EVERY DECISION

SCOPE

VERTICALS / 6

ONTOLOGY

CORE / 40 CLASSES

EDITION

2026

FIG. 01 — DECISION LOOP / CLICK TO MORPH

MODE 03 / ONTOLOGY GEOMETRY

03 FORMS · DRAG CURSOR TO DISPLACE

membria — zsh — 80×12

[ 01 / TRUSTED NETWORK ]

PARTNERS

Built with partners who run critical systems.

NVIDIA

AWS

LuxProvide

[ 02 / THE ONTOLOGY ]

Rules can only check

what the system understands.

A model reads text. Membria lays your domain out as an ontology — typed objects, links and norms — so rules can check what agents propose, and every lesson is stored where it can be found and verified.

F/01

ONTOLOGY

Domain ontology

Objects, properties and links of your industry, plus your own types. A pipe has a diameter; an entry has a debit and a credit.

↗

F/02

EXPERIENCE

Verified experience

Decisions and their real outcomes are stored as objects. What was accepted, rejected and why carries over to the next project.

↗

F/03

SOURCES

Every value has a source

Agents read and propose; each value keeps its quote, file and clause. Without a source it becomes a question, not a guess.

↗

F/04

RULES

Rules decide

Norms, calculations and catalogues check typed objects, not text. A size that differs from the catalogue blocks approval.

↗

F/05

SIGN-OFF

People sign

A named person approves at each gate. Signer, revision and reason are recorded and cannot be rewritten.

↗

F/06

PERIMETER

Your perimeter

Cloud, your infrastructure or fully on-prem, with any model. Your graph stays yours.

↗

[ 03 / CONNECTED FLOW ]

From domain to decision.

In one connected loop.

Model the domain, read the sources, let rules check every proposal, sign what passed and keep it as experience — on one surface.

Model. Describe the domain once: object types, links, norms and who approves what.

Read. Agents read every source into the ontology; each fact keeps its quote and clause.

Check. Rules, calculations and catalogues decide. What no source supports becomes a question; a person signs what passed.

Learn. Signed decisions and their real outcomes become experience: what was accepted, what was rejected and why — ready for the next project.

Experience is infrastructure.

One schema. Every industry.

PHASE 01 — CODE — Code (Live)

PHASE 02 — ENGINEERING (EPC) — EPC (Pilot)

PHASE 03 — ACCOUNTING (GLASS) — Glass (Prototype)

PHASE 04 — MUSIC (SCORESYNTH) — Music (Product live · copilot in development)

PHASE 05 — DEEP RESEARCH (SCIONAUT) — Scionaut (In development)

[ 05 / TECHNICAL PROOF ]

Built on knowledge

you can check.

Live figures from Membria’s production knowledge bases, as of October 2026.

M/01 — STANDARDS

READ INTO THE GRAPH

M/02 — RULES WITH CLAUSES

PROHIBITIONS + BEST PRACTICES

M/03 — SKILLS & ANTI-PATTERNS

FROM 96.5K REPOSITORIES

M/04 — ENGINEERING DISCIPLINES

10 ISSUING DOCUMENTS TODAY

CASES — BEFORE / AFTER

CLIENTS UNDER NDA · DESCRIBED WITHOUT NAMES

C/01 — BANK · REGULATORY REPORTING · ON-PREM

In production

Central-bank report specifications

BEFORE

Methodologists spent 2–5 business days on each specification. When the regulator changed a form, the affected specifications were found by hand.

AFTER

A specification is ready in 1–4 hours. A form change lists every affected specification at once, and rejected mappings are not proposed again.

C/02 — VIRTUAL-ASSET BROKER · COMPLIANCE

In production

Execution under compliance control

BEFORE

Execution and compliance ran as two systems from two vendors. Nobody could show why an operation had been blocked.

AFTER

No operation executes before compliance decides. An officer asks in plain language and gets the full chain with its source events. First full cycle in about six weeks.

C/03 — EPC CONTRACTOR · TENDER TO ISSUED PACKAGE

Pilot

From tender folder to signed package

BEFORE

Tender folders were read by hand, and a missed requirement surfaced only at acceptance.

AFTER

Every requirement carries its verbatim quote and clause. Schemes are checked against the catalogue before approval; a package is issued only with a named signer.

C/04 — NATIONAL EMERGENCY COMMAND

In delivery

Response plans under human control

BEFORE

Emergency data sat in separate systems, and plans depended on manual cross-checks.

AFTER

A response plan is drafted in minutes, every action is approved by a person, plans that repeat past mistakes are blocked, and no data leaves the country.

SYSTEM STATUS — DEV SERVER · LIVE CHECK

CHECKING…

[ 06 / FOR BUILDERS ]

Built for builders.

Ready for regulated work.

Connect agents, add your own object types and run Membria where your data must stay.

One MCP endpoint

Any agent connects, nothing to install.

Your own types

Your perimeter

SaaS, your cloud or on-prem, with the model you choose.

Read the documentation →