Omni — Operations Truth

The end of the "Black Box" era.

Consumer AI models are built to be creative. Operations require the exact opposite. When a supply chain director asks why cycle times have spiked, they don't need a statistical guess—they need an auditable answer traced directly to a warehouse receipt. Omni replaces probabilistic guessing with deterministic truth.

Anatomy of Truth

A platform engineered strictly for data accountability, operational mapping, and secure access.

Audit-Grade Provenance

Every answer Omni generates is backed by a visible "How this was calculated" ledger. You see the exact catalogue definitions used, the database schemas queried, and the freshness timestamp of the data.

Query Plan ExcerptExecution: 14ms

1. MATCH definition: `on-hand_inventory` (v2.1)

2. FILTER region: `NORTHEAST_HUB`

3. FETCH snapshot: `wms_prod.inventory_daily`

↳ Result strictly grounded in source tables. No LLM interpolation.

Airlocked Rooms

Omni maintains absolute boundaries. The public-facing widget answers customer inquiries solely from published documents. Your internal operational data remains in a cryptographically distinct, authenticated room.

Public Widget

Private Workspace

Enterprise Catalogue

Stop arguing over what "cycle time" means. Omni forces a steward to publish definitions. If terms conflict between the ERP and WMS, the catalogue acts as the single source of reconciliation.

Business Baselines

Transformation requires a map. Before activating advanced workflows, Omni generates rigorous snapshots of how work currently runs—identifying structural gaps, systemic contradictions, and process variations across your teams.

Baseline Status

Systems

Findings

Contradictions 3 Detected

How Omni processes truth.

01
Ingest & Standardize
We connect to your existing SQL databases, ERP APIs, and WMS endpoints using read-only credentials. No data migration required.
02
Semantic Mapping
Your data stewards map raw tables to business terms (e.g., mapping `wms.tbl_rcpt` to "Warehouse Receipt") within the Omni Catalogue.
03
Deterministic Retrieval
When an operator asks a question, Omni translates the natural language into strict, audited SQL. The LLM only formats the final answer—it never calculates it.

SYSTEM STATUS

All data pipelines secured and air-gapped.

Omni didn't just give us a chat interface. It forced us to confront the contradictions between our ERP and WMS. It's the most brutal, and most valuable, mirror our operations team has ever looked into.

Alex Chen

Director of Operations, Northfield Foods

Operational Directives (FAQ)

Do you store our ERP data?

No. Omni acts as a query engine and semantic layer. Your data remains in your databases. We only cache metadata and the specific answers generated for compliance auditing, in accordance with SOC2 Type II standards.

How do you prevent AI hallucinations?

We separate reasoning from calculation. The LLM is strictly used to parse intent and format responses. All math, aggregation, and data retrieval happens through deterministic SQL against your defined Catalogue. If a term isn't in the Catalogue, Omni refuses to answer.

How long does a Business Baseline take?

A standard departmental baseline (e.g., Inbound Logistics) typically requires 2 weeks of passive data shadowing and 3 days of stakeholder reconciliation before it is issued as a locked document.

Operations truth,
not AI hype.