VENETA
The Enterprise World Model.
Simulate before you act. Your own operating systems, war-gamed in a read-only sandbox inside your network, with a person approving every step.
Enterprise AI that stays inside the network.
VENETA reads a company's own operating systems in a read-only sandbox, simulates before it recommends, attaches the evidence, and records every step for governance and audit.
Products
Four products, one engine.
VENETA WorldModel
A war-game simulator for management questions over a company's own operating systems, in a read-only sandbox.
VENETA Orchestrate
Backup and recovery automated end to end from one console, the foundation of the VENETA Data Platform.
VENETA Sentinel
Every quantum job and every outbound SaaS call leaves the building shielded, scanned and written to an egress ledger.
project veneta
VENETA's research and engineering site: open benchmarks, measurement notes and whitepapers, every number with its conditions.
All products and services
How the four fit together, and which product answers which question.
How it works
Simulate before you act. Record everything.
An operational question is answered in one loop. VENETA reads the live systems through tools, forecasts with predictive AI, solves the combinatorial part on IBM Quantum, simulates the options, gates each one on the service-level band, and drafts a recommendation with its evidence. A person approves; the change goes through the operator's own system; the outcome is remembered for the next question.
Every step of that loop is traced, and a critic that fails closed checks the answer before a person sees it. That is what makes the loop governable and auditable.
VENETA WorldModelWhitepaper · October 2026
Beyond the limits of local LLMs.
Why the language models you run inside your own network fall short, and what changes when you put a memory and self-improvement layer around the model instead of replacing it. Eight open models, 12B to 70B, measured inside one network.
Industries
One engine, an edition for each industry.
Telecom
Fault correlation, remediation simulation, network-operations policy, energy saving.
Energy
Asset operation, load balancing, outage response and energy-saving schedules.
Semiconductor
Fab scheduling, tool allocation and data movement between fab systems.
Retail
Demand, assortment and store operations over the retailer's own systems.
Manufacturing
Process and equipment scheduling, material routing, inspection resources.
Defense
Readiness, logistics and asset-allocation questions in closed networks.
IBM Quantum
IBM Quantum, delivered.
VENETA delivers IBM Quantum to enterprises: algorithms developed for telecom, the public sector, finance, manufacturing and defense, run on Qiskit and IBM quantum systems, verified against the classical optimum, and integrated into operations through WorldModel. Every result carries its backend, qubits, shots and gap.
VENETA Korea Inc., which contracts IBM Quantum delivery for VENETA, signed the IBM Quantum GSI (Global Systems Integrator) agreement on 30 September 2026.
News
Latest from VENETA.
IBM advances to Stage C of DARPA's Quantum Benchmarking Initiative
On October 7, 2026, IBM announced it has been selected for Stage C of DARPA's Quantum Benchmarking Initiative (QBI), moving from R&D plan review into independent hardware testing on the path to a fault-tolerant quantum computer. Here is what IBM announced, and what it means for the quantum work we deliver.
A Korean draft vocabulary for MTP speculative decoding, measured and published
Qwen3.8-Flash-Next decodes Korean at 16.9 to 26.1 tokens per second (+54%) with a Korean draft vocabulary for MTP speculative decoding, measured on one DGX Spark and published under Apache-2.0.
veneta-bench gains a twelfth ability, "holds under pressure"
veneta-bench, the memory-ability benchmark described in the whitepaper, gains a twelfth ability. An operator's unsupported pushback must not move a diagnosis the tools already support, and genuine new evidence must change it. The ability and its tests are published; a measured pass rate against a served model follows in a later update.
Talk to us about your operating data.
Tell us which system holds the question you cannot ask today. A person answers every message.