Skip to content
Bacumen.ai
Our AI

Built for how the enterprise actually runs AI.

From air-gapped banks to offline factory floors to a memory that updates itself overnight. COSMOS deploys where your data, your latency, and your compliance demand it.

Use case 01 · Regulated data

Private AI that never leaves the building.

For regulated manufacturers, defense suppliers, and critical-infrastructure operators, the privacy of the data, the model, and the infrastructure is non-negotiable. COSMOS delivers fully local, air-gapped AI workflows with enterprise-grade reasoning, auditability, and compliance. Built for regulated environments where external APIs are not an option.

An NVIDIA GPU. COSMOS runs locally on a single card.

Workflow optimization

Reinforcement learning on real task traces continuously improves agent performance.

Pre-execution simulation

A world-model in code simulates and verifies actions before they are executed.

Tiered model routing

Intelligently picks the right model for each job to maximize accuracy and efficiency.

Runs on a single NVIDIA GPU

NVIDIA L40S (or H100 / L4)

  • 100% LocalNo external API calls
  • Every Decision LoggedNothing happens off the record
  • TraceableEnd-to-end audit trail
  • ReplayableDeterministic and verifiable
  • Audit-ReadyCompliance built in

Private. Compliant. Auditable. Air-gapped.

Use case 02 · Edge / offline

Edge AI for mission-critical operations.

Factory floors, warehouses, ports, and field operations cannot wait on the cloud. COSMOS runs autonomous procure-to-pay and operations agents directly on factory IoT and edge GPUs, so inventory, replenishment, and approvals keep moving even when the connection drops. Work syncs automatically the moment connectivity returns.

An industrial robot arm on a factory line running local edge AI

Edge agent workflow

Offline mode
  1. 01

    Planner

    Plans and prioritizes the work

  2. 02

    Operator

    Executes tasks on the ground

  3. 03

    Inventory

    Tracks inventory and assets

  4. 04

    Supervisor

    Validates, monitors, ensures safety

  5. 05

    Sync to Core

    Syncs results when reconnected

Continuous operation offline. Powered by NVIDIA Jetson Orin and edge GPUs.

Offline agent runtime

Agents run autonomously on factory IoT and edge GPUs with no internet required.

Local inference

Fast, private inference with TensorRT-LLM acceleration on NVIDIA Jetson.

Store-and-forward sync

Data and results sync automatically the moment the link is back online.

Sub-second decisions

Low-latency action in the moment where it matters, with no round-trip to the cloud.

Local agents. Real-time decisions. No cloud required.

Use case 03 · Enterprise memory

Enterprise memory that updates itself.

Enterprise data changes every day across documents, transactions, events, and operations. COSMOS continuously reconciles those signals into a governed enterprise memory layer called CORTEX. Every morning, agents and employees work from a single, up-to-date source of truth.

Continuous entity resolution

Reconciles identities, relationships, and attributes across systems automatically.

Automated knowledge curation

Agents extract, validate, and structure knowledge with your business rules and ontologies.

Explainable lineage

Every fact, relation, and change is traceable to its source with full audit lineage.

Governed grounding

Every agent answer is grounded in governed, policy-checked enterprise data, with access enforced.

Always current

Signals are reconciled continuously and rebuilt overnight, so every morning starts fresh.

Manufacturing · ontology

Cortex Knowledge Graph

SupplyAssetQuality
buildsstocked_asflagsKGMMaterialSSupplierWWork OrderMMachineLInventory LotIInspectionPPlantBBOMPPurchase OrderSShipmentDDefectMMaintenanceSSensorBBatch

Reconciled from item_master · supplier_master · work_orders · inventory_ledger · quality_events · maintenance_logs

Always current. Always governed. Always explainable.

Private, edge, or governed memory

Run AI where your business actually runs.

Tell us your environment and constraints. We will show you the deployment that fits, whether that is air-gapped, on the edge, or a governed enterprise memory layer.