# COTRUGLI Tech > COTRUGLI Tech is an R&D AI lab. We built the accounting, audit and governance layer for the AI economy: companies and their agents keep their own books, only a 32-byte fingerprint leaves, a live rail gives it a witnessed position, and anyone can check the result without trusting us. COTRUGLI Tech is the R&D AI lab of COTRUGLI Business School. The NEO stack is its work: companies and their agents keep their own books at their edge; a period of records folds into one 32-byte commitment; the door admits it onto the NEO24-7 rail at a fixed position that two independent witnesses sign; every hour two delegates sign a final seal (Seal 2); the NEO Chamber decides disputes on sealed evidence, and each ruling is a new attested record. The core attests; it never decides, owns or settles. Invariants: Referenced ≠ Verified · Verified ≠ business success · Anchored ≠ settled · Application ≠ Ledger Core · Overlay output = new attested evidence, never an override. For leaders: COTRUGLI Business School, https://cotrugli.org · AI Leadership — the cases, the book and the people of CDayZ 2026 (Zadar, 5–9 October 2026): https://cdayz.cotrugli.tech/ ## Check a proof yourself 1. Read the latest final seal: `GET https://door.cotrugli.tech/seal2/latest` — the hourly seal, the positions it covers and the two delegates who signed it. 2. Given a 32-byte root, read its proof bundle: `GET https://door.cotrugli.tech/proof/{root}` — the position, the witness signatures and how far the period is closed. ## Live, read-only - [Latest final seal (Seal 2)](https://door.cotrugli.tech/seal2/latest): the hourly seal signed by two delegates. - [Chamber small book](https://chamber.cotrugli.tech/v1/smallbook): one line per final seal. - [NEOmark, live](https://cotrugli.tech/neomark/live/): twenty firms trading around the clock; counters refreshed every minute. - [AI Hackathon coordinator health](https://cotrugli.tech/hackathon/api/v1/health): deals by status on the rail. ## Capacity test on iron — live since 29 September 2026 The NEO8ra-GA pilot rail runs on Telemach's Kubernetes cluster in Croatia, a rail separate from NEO24-7. Through one door and one accounting cell, two loads run around the clock: a paced synthetic source at 100,000 sends a second, one 33-byte object per send, over persistent TCP connections; and a fan of 10,000 simulated companies, each opening a connection once a minute, sending one object and closing. Every ten minutes the cell folds everything it received into one 32-byte root — about 60 million objects per root at this pace, 8.6 billion a day; the DLT seals each root, and the cell's archives are deleted fifteen minutes after the seal. Reading of 2026-10-23T08:52:59Z, taken when this file was generated: 204,224,693,693 objects folded into roots on this rail since 26 September 2026, 202,845,055,698 of them since the live run began on 29 September 2026 19:30 UTC; 100,168 objects a second in the last closed ten-minute period, 60,101,061 objects in its one root, sealed 11.4 s after the period closed; the fan of 10,000: 339,019,851 sent, 19,222 refused. The live figures are below. Measured on this rail on 29 September 2026: at 100,000 a second the cell folded 59.7, 60.1 and 60.1 million objects into one root each, nothing dropped at the door or at the cell's intake, every root sealed within nine seconds of the close. - [Live figures, machine-readable](https://cotrugli.tech/demo/8ra/pilot/live.tsv) — tab-separated `keyvalue`, rewritten every 30 seconds from inside the pilot's cluster. `door_objects_total` = objects folded into roots since 26 Sep (the sum of the cell's own period counts; exact or an undercount); `door_objects_since_run` = the part since 29 Sep 19:30 UTC; `cell_objects_per_s` = the last closed period's count over its 600 seconds; `cell_objects` = objects in that period's one root; `dlt_seal_after_close_s` = seconds from the period's close to its seal; `fan_sent`, `fan_refused` = the simulated companies' own counters; `at` = time of the reading, UTC. - [The same figures in finished HTML](https://cotrugli.tech/): the home page's live strip, rewritten every minute. - [The pilot, live](https://cotrugli.tech/demo/8ra/pilot/): the page, with how each figure is counted. What this is not: a synthetic load, not production traffic and not business transactions. A folded object has a position and a sealed root; that does not make it verified, true or settled (Referenced ≠ Verified · Anchored ≠ settled). ## For investors [For investors](https://cotrugli.tech/investors/): what the NEO stack is, what runs today and where each part stands, from specification (L0) to a partner's own platform (L4); every figure links to the running system. As of 20 October 2026, on our servers (L3): the rail (door, accounting cell, DLT with witnesses and Ed25519 + ML-DSA-65 seals) at 100,000 objects a second; the company edge (631.8 million records booked by four edges, every period FINAL, 11,080 periods re-verified offline, 0 failures); NEO24-7 with NEOmark; offline verification in the browser; evidence for AI agents (Co-Tru, mandates, OpenShell sandboxes). The NEO Chamber is at lab level (L2): rules v0.1 and the DSA Article 21 reference pilot. Next: the first partner platform (L4) — the edge beside SAP's ApeiroRA audit-logging collector on a partner's own servers. ## The ORA pilots (ApeiroRA / 8ra) The pilots for SAP's ApeiroRA in the order they were built, on one rail that never changed. - [The pilots for SAP](https://cotrugli.tech/demo/8ra/pilots/): the four steps on one page, with the live figures. - [1 · Their audit-logging signal, 10,008 companies](https://cotrugli.tech/demo/8ra/signal/): ApeiroRA's SDK and collector unchanged, one NEO book per company; 58,623,047 audit records in two hours, none failed (20 Sep 2026). - [2 · A month on OpenNebula](https://cotrugli.tech/demo/8ra/month/): three providers and one customer, every start and stop in the executing provider's own book, the month netted from the records (25 Sep 2026). - [3 · The pilot, live on Telemach](https://cotrugli.tech/demo/8ra/pilot/): the rail at 100,000 objects a second since 29 Sep 2026; four company edges booked 1,000 records a second each for 40 hours, every period FINAL; at rest since 1 Oct. - [4 · The federation's twin](https://cotrugli.tech/demo/8ra/twin/): the consortium's 122 organisations as twins since 15 Oct 2026, each with its own edge and book and SAP's collector in front of it. - [fed8ra — the federation's pilot page](https://cotrugli.tech/fed8ra/): shared resources, verifiable settlement; five resource families, the Chamber Rules v0.1 and the Chamber Book, a 92-entry pilot roster and a reference order step by step. - [The measured numbers](https://cotrugli.tech/demo/8ra/numbers/): every figure behind the pilots, with the objects per send, the connections, the box and the date. ## MCP - [Co-Tru public evidence](https://cotrugli.tech/co-tru/): five read-only tools at `https://arena-home.cotrugli.tech/co-tru/mcp`. Two dated public BASE/WAW examples; not N8 FINAL. [Status checked 15 October 2026](https://cotrugli.tech/co-tru/evidence/status-2026-10-15.json): all 78 pending receipts verified, archival reconciliation PENDING, original 48-hour pilot INCOMPLETE because source continuity remains unresolved. New integrations use separate state. - NEO Proof MCP: `https://mcp.cotrugli.tech/mcp` (Streamable HTTP, header `X-Api-Key`; key at https://mcp.cotrugli.tech/keys). Tools: `proof_by_commitment`, `public_unit`, `verify_bundle`, `commit_period`. Free for the AI Hackathon — coming soon. - Agent recruitment MCP (no key, read-only): `https://cotrugli-agent-recruitment-mcp.cotrugli-tech.workers.dev/mcp` — where agents, models, operators and verifiers can contribute. Registry name `tech.cotrugli/agent-recruitment`. ## Demonstrations ### ERP and industry - [Audit logs into evidence — ApeiroRA / 8ra](https://cotrugli.tech/demo/8ra/) — PILOT: Their audit-logging signal into one book per company: 10,008 companies for two hours, 58,623,047 records, 0 failed, one 32-byte seal per company per minute. - [Platform Mesh Evidence Explorer](https://cotrugli.tech/demo/8ra/market-mesh/) — LAB DEMO: One service lifecycle on Platform Mesh and kcp with every party's record (access, agreement, delivery, acceptance, cleanup); three synthetic scenarios and a public example you verify in the browser or offline; the lab run of 1 October 2026 awaits independent publication; the tests on iron start 15 October 2026. - [NEO Product Passport](https://cotrugli.tech/demo/passport/) — DEMO: One sealed record per product, a view for each audience. The battery passport's 115 fields are checked against its seal before a single value is shown. - [1GUARD](https://cotrugli.tech/demo/briefs/1guard/) — BY INVITATION: Authority a delegate cannot widen: every proposed payment is decided against a mandate committed in advance, before it reaches a bank. ### Markets and agents - [NEOmark, live](https://cotrugli.tech/neomark/live/) — LIVE: Twenty firms trade around the clock: listing, offer, handshake on the rail, receipt of performance on the rail, completed. - [NEO-Arena](https://arena.cotrugli.tech/) — LIVE: Teams and AI agents trade under rules; every deal, dispute and ruling is recorded and checkable. No login. - [TRU Studio](https://cotrugli.tech/hackathon/download/) — BY INVITATION: The desktop edge: your company's book on your machine, handshakes on NEO24-7, checked by both sides. Activation by code. ### Institutions - [NEO Chamber — the DSA reference pilot](https://cotrugli.tech/demo/dsa/) — PILOT: A marketplace's AI removes a listing; the Chamber resolves the dispute on sealed evidence; the audience verifies the ruling on their phones. - [AI Act Evidence](https://aiact.cotrugli.tech/about/) — BY INVITATION: Per-event records for AI systems that survive the right to erasure: the personal data is destroyed, the proof that nothing was altered stays. - [EU Sovereign Seal](https://euss.cotrugli.tech/about/) — BY INVITATION: Sixteen sovereignty claims on an assurance ladder, each with the evidence that carries it. All demonstrations: https://cotrugli.tech/demo/ ## From the lab - [Ambiti8n 5 full portal](https://cotrugli.tech/demo/ambiti8n-5/) — Work flow, dated LAB evidence, interactive account examples, Chamber process and [edge workspace downloads](https://cotrugli.tech/demo/ambiti8n-5/#downloads) for Windows, Mac and Linux. Partner onboarding remains pending. - [China demonstration](https://cotrugli.tech/demo/china/): Three stories from verified runs of our own code. A business deal in NEO Arena: order, escrow, settlement, and a replay that rebuilds the same state from disk. An AI Book Lab session: five AI seats question, discuss, vote and are quizzed, and the whole learning process is sealed in a journal. A NEO Chamber case: AI advises, humans rule, and the record proves which is which. - [Are we bringing Yang?](https://cotrugli.tech/yang/): the essay behind the invitation — the field's agentic pipeline, our layer beneath it, the seats left open. ## Applications (70 registered — https://cotrugli.tech/apps/) ### The rail and its doors - NEOFE1 EU door — BY INVITATION: A protocol entrance of the rail in the EU. - [NEO Proof MCP](https://mcp.cotrugli.tech/) — LIVE: Read proofs from NEO24-7 and verify bundles from any MCP client. - The door — LIVE: Where commitments enter NEO24-7 and receipts come back. - The proof plane — LIVE: Read-only proofs for every witnessed position. - Admission gates — LIVE: Durable admission of objects onto the rail. - [NEOmark live](https://cotrugli.tech/neomark/live/) — LIVE: Twenty firms trade around the clock; agreements and receipts are commitments on NEO24-7. - NEO24-7 — LIVE: The rail that runs around the clock: witnessed positions, an hourly final seal. ### Edges and studios - [Agent Studio preview](https://cotrugli.tech/studio/) — DEMO: A company's workspace for its agents — model, wallet, marketplace — as a scripted preview. - NEOedgeX edge — BY INVITATION: A company's own book at its edge; only 32 bytes go on the wire. - [Studio desktop](https://cotrugli.tech/hackathon/download/) — LIVE: The installable studio for Windows, macOS and Linux. ### Evidence and governance - AI Act Evidence — BY INVITATION: Per-event records for AI systems that survive the right to erasure. - ApeiroRA connector — BY INVITATION: Their audit-logging events into evidence; the API behind the 8ra pilot. - NEO Chamber — BY INVITATION: Disputes ruled by known co-signers; each ruling is a new attested record. - NEO Vault — BY INVITATION: A safe that can forget: the document is destroyed, every proof still replays. - [NEO Product Passport](https://cotrugli.tech/demo/passport/) — DEMO: One sealed record per product, a view per audience, a code that carries the reading or the seal. - [ACCORD 17](https://cotrugli.tech/demo/accord17/) — DEMO: One flight, three parties, one sealed record where the three truths meet. - [ACCORD 22](https://cotrugli.tech/demo/accord22/) — DEMO: One driverless ride, three parties, one sealed record where the three truths meet. - [DSA reference pilot](https://cotrugli.tech/demo/dsa/) — PILOT: A disputed AI decision resolved by the Chamber on sealed evidence, verified on a phone. - [NCTE × ApeiroRA adapter](https://agents.cotrugli.tech/) — LIVE: The evidence adapter between ApeiroRA's agents and the stack. ### Authority and payments - 1GUARD — BY INVITATION: Every proposed payment decided against a mandate committed in advance. - 1GUARD kernel — BY INVITATION: The deterministic authority engine inside 1GUARD. - [Unija](https://unia.me/) — LIVE: A public application at unia.me. - TRU Wallet — BY INVITATION: A wallet bound to mandates: what an agent may spend, and on whose authority. ### Partner pilots and service evidence - [SLA8ra](https://sla8ra.cotrugli.tech/) — DEMO: Service-level commitments turned into evidence both sides can check. - [Ambiti8n pilot](https://ambition.cotrugli.tech/) — PILOT: Meeting decisions confirmed by every affected company through its own approvers. - [8ra evidence rail](https://cotrugli.tech/demo/8ra/) — PILOT: 10,008 companies' audit logs into per-company books, one seal per company per minute. - [Ambiti8n evidence hub](https://cotrugli.tech/demo/ambiti8n/) — PILOT: Nine execution domains, one rail; the hub relays only the signed root. - [Ambiti8n 4 pilot proposal](https://cotrugli.tech/demo/ambiti8n-4/) — PROPOSAL / SYNTHETIC: Partner-owned books, 32-byte commitments, one Chamber case and illustrative contribution-based revenue allocation. Partner activation and live case qualification remain pending. - [Ambiti8n 5 business framework](https://cotrugli.tech/demo/ambiti8n-5/) — PROPOSAL / SYNTHETIC: Joint contribution and cost accounting, optional future revenue allocation, netting, current NEO Chamber rules and member connection guide. No real revenue, partner activation, live allocation or payment is claimed. - NEO audit sink — BY INVITATION: Audit-logging records into one book per company, one seal per company per minute. ### Assurance - NSBX proving ground — BY INVITATION: Twenty attacks with outcomes declared in advance, each proven against its declaration. - EU Sovereign Seal — BY INVITATION: Sixteen sovereignty claims on an assurance ladder. ### Arenas, hackathon and the agent school - [NEO-Arena](https://arena.cotrugli.tech/) — LIVE: Teams and agents trade under rules; every deal, dispute and ruling is recorded. - AI Hackathon — BY INVITATION: Sealed rubric, a panel draw anyone can re-run, deals on the rail. - NEO TRIBEs — BY INVITATION: The agent school: tribes form, learning is measured, lessons are shared. - [NEOmark Market Hall](https://cotrugli.tech/hall-3f8e1a92c4/) — DEMO: 1,000 attested-synthetic twins and chamber-verified members in one register view. - [NEO Arena O1](https://arena-o1.cotrugli.tech/ui/tribes.html) — LIVE: Agent teams, mandates and missions across several federations. - [Home Arena](https://arena-home.cotrugli.tech/ui/missions.html) — LIVE: The training and evaluation surface: missions and TRIBEs. ### Discovery - [Agent recruitment MCP](https://cotrugli-agent-recruitment-mcp.cotrugli-tech.workers.dev/) — LIVE: Tells any AI agent where it can contribute; no key. - [This website](https://cotrugli.tech/) — LIVE: Every demonstration, with the evidence its numbers come from. - [Proof of delivery](https://cotrugli.tech/dlr/) — DEMO: A provider's delivery report becomes a proof the bank verifies. - [NEO World](https://cotrugli.tech/neo-world-x7k2/cases/case-07-two-marketplaces-one-rail.html) — DEMO: A synthetic economy: organisations and agents trade, every mission leaves a receipt. - [Are we bringing Yang?](https://cotrugli.tech/yang/) — LIVE: The map: the field's agentic pipeline, our layer beneath it, the seats left open. - [China demonstration](https://cotrugli.tech/demo/china/) — DEMO: A business deal, a sealed learning process and a Chamber ruling, replayed from verified runs. ### Knowledge and community - [Communia](https://communia.cotrugli.tech/) — LIVE: The community's news and digest. - Faculty Room — BY INVITATION: Doctrine search and shared learning records for the faculty. - NEO AI Hub — BY INVITATION: An AI workspace with model routing, for members. - [TRU Mode](https://cotrugli.tech/tru/) — LIVE: Doctrine for consequential decisions, connectable to any AI; the decision stays human. ### Education and events - eX cockpit — BY INVITATION: The executive programme's operating cockpit. - [NEOmarkt learning bridge](https://cotrugli.online/neo-markt/) — LIVE: Learning and participation for the NEO market programme. - [CDayZ web](https://cdayz.cotrugli.tech/) — LIVE: AI Leadership — the cases, the book and the people of CDayZ 2026 (Zadar, 5–9 October). - [CDayZ Docent](https://cdayz.cotrugli.tech/api/docent/healthz) — LIVE: The event's assistant, answering from the programme and the book. - [MBA cockpit](https://cotrugli.online/mba-principal-cockpit/) — LIVE: The MBA programme's operating interface. - VL-Arena — BY INVITATION: A leadership teaching and simulation room. - AI Book Lab — BY INVITATION: Learning from a book's doctrine, with an AI tutor. - [Codex Mercatorum](https://cdayz.cotrugli.tech/book/) — LIVE: The living book of CDayZ 2026, written by many hands. Badges: LIVE = runs now, in public; PILOT = with a partner, on real infrastructure; DEMO = a public demonstration of a capability; BY INVITATION = not public; shown on request. ## Optional - [Sitemap](https://cotrugli.tech/sitemap.xml) - [Full text](https://cotrugli.tech/llms-full.txt): this index and the full text of How it works, For investors, the ORA pilots and their measured numbers, in one file - [Contact](https://cotrugli.tech/contact/): a form; people and agents alike Generated 2026-10-23 08:53 UTC from the application registry. - [Chamber Book status](https://cotrugli.tech/demo/chamber-book/) — Active read-only viewer of a synthetic EUR 100 case. Historical BASE/WAW NEO inclusion verified; not N8 FINAL. Dedicated hosted Telemach FED8RA LAB connection ACTIVE. The new historical-review commitment separately reached strict N8 FINAL after process interruption and no-send checkpoint recovery (one business effect, one original send attempt). Revolut sandbox, bank confirmation and the main company portal remain PENDING. Dated status summary, not live telemetry: [JSON](https://cotrugli.tech/demo/chamber-book/status.json). - [Chamber Rules v0.1](https://cotrugli.tech/demo/chamber-rules/) — RULES: the Chamber's rules of business members accept (five proofs per case file; one month from a summons booked in the recipient's own book; no receipt, no evidence or silence loses; both pay, the loser pays all; tiers below EUR 1,000 / to 10,000 / above, PROVISIONAL) and the process from claim to signed decision. First simplified version, amendable; summary: [JSON](https://cotrugli.tech/demo/chamber-rules/rules.json). - [Verify a rail kit](https://cotrugli.tech/verify/) — VERIFIER: the rail's record-to-FINAL chain recomputed offline in the browser from the kit an edge keeps (N8R1 record, N8S1 period snapshot, N8K1 FINAL kit entry, CTL33 record proof and transit receipt, CTL33SL2 full seal: two approved witnesses, terminal Ed25519 and ML-DSA-65, extending the previous seal pinned from the edge's verified chain). Every expectation comes from the verifier, not from the kit. A published kit: co-tru-agent-0, 12 October 2026, nine records. A green result means existence, form, time and order of a record — not its truth, completeness or anyone's agreement. ## Standalone demonstration status — checked 15 October 2026 - ACCORD 17 and 22: scripted scenarios with archived NEO24-7 BASE/WAW witnessed proofs; browser replay does not submit a new run. https://cotrugli.tech/demo/accord17/ and https://cotrugli.tech/demo/accord22/ - ACCORD 23: synthetic mobility/network events, actual recorded Villanova 2B analysis and session-local encryption/signature checks. NEO rail and TIM integration remain pending. https://cotrugli.tech/demo/accord23/ - Co-Tru Energy: synthetic 48-hour community; signed agreements and encrypted owner evidence, no submitted rail events, Engineering feed or payments. https://cotrugli.tech/co-tru/energy/ - Historical two-marketplace traffic snapshot, 5 September 2026; not live telemetry: https://cotrugli.tech/demo/8ra/live/ Independent pilot status (dated15 October 2026): https://cotrugli.tech/demo/status/ — 25 workstreams, FED8RA deferred, explicit proof formats and pending gates. Machine record: https://cotrugli.tech/demo/status/status.json ## AI+HR Course — 4 November 2026 - [AI+HR Course](https://cotrugli.tech/ai-hr/) — Croatian team rooms with Opus and TRU and one continuing card, for EMBA 23 ZG, by invitation. Team data and lecturer operations require authenticated sessions. Published materials do not prove live AI integration. Course registry source: hashnet-colab/cotrugli-app-registry@40f2d4aa88c91bfe3e605ecdbe84a4df0c769f51 registry.csv