AI-Mediated Industrial Context Platform
Right Now, Production Has Stopped.Do You Know Why?
Conduit lets you ask your industrial data plain questions and get real answers — across every facility, every system, in seconds.
No Data MovementAI-Mediated CollaborationMulti-LLM SupportOrganizational Context Engine
$260K
Avg Cost Per Hour
of unplanned downtime in discrete mfg
72%
Lack Real-Time Visibility
across multi-plant operations
3.2 hrs
To Identify Root Cause
without cross-system correlation
87%
Have Downstream Impact
unplanned stops affecting other lines
The Cost of Not Knowing
Follow a Stoppage From Floor to Boardroom
Production Has Stopped
A line just went down at Plant 3. The operator filed a ticket. Your plant manager will find out in the morning meeting. You'll hear about it Thursday.
What If You Could Ask?
With Conduit, you type: ‘What stopped in the last hour across all facilities?’ You get the answer before the operator finishes the ticket.
Now You Know the Cost
Line 7 at Plant 3: $14,200/hour. Line 2 at Plant 1: $3,800/hour. One of these needs your attention right now.
See What’s Connected
Plant 3 Line 7 feeds Assembly at Plant 5. That’s 340 units that won’t ship tomorrow. Your Thursday meeting just became urgent.
This Is What You’ve Been Missing
You manage multiple facilities. You report upward with data you trust. Conduit gives you that data — in plain language, in real time, from every system you already have.
Natural Query Engine
Ask Questions in Plain English
NQE translates natural language into deterministic, auditable queries. No hallucinations. No unpredictable results. Just reliable answers to your operational questions.
- Constrained Grammar
Controlled subset of English ensures predictable parsing
- Review Before Execution
AI generates queries you can review and adjust before running
- Refine with AI
Iteratively improve queries with AI-assisted refinement
conduit query
NQE > |
Routing Intelligence
AI That Learns Your Org's Decision Trees
Questions die in email chains and meetings. Seshe watches how questions flow through your organization, learns the patterns, then starts routing autonomously. No configuration required — it learns YOUR org's topics.
Phase 1
Watch & Learn
AI observes how questions flow through your org. Who asks whom? Who actually resolves? Who just forwards?
Auto-routing0%
Phase 2
Suggest & Verify
AI starts suggesting the right person with confidence scores. Accepts, overrides, and redirects all teach the system.
Suggestion accuracy40%
Phase 3
Route Autonomously
High confidence questions route automatically. AI pulls data from Conduit simultaneously. Human override always available.
Auto-routing75%+
Skip-Level Routing
AI learns which managers just forward questions. When confident, it skips straight to the expert — cutting hours of wait time.
Organic Expertise Discovery
Passive learning from 578+ test-verified interactions. Cross-pollination finds hidden expertise across departments without configuration.
Compound Question Fan-Out
Multi-route detection splits complex questions across multiple experts. Answer synthesis combines responses into a single coherent answer.
Per-Company Configuration
Every routing threshold is configurable per company. Auto-routing, NQE execution, confidence bands — all tunable to your organization.
Human Expertise + Machine Data = Complete Answers
When the AI routes your question to the right expert, it simultaneously pulls relevant data from Conduit. The expert gets context, you get a data-backed answer.
Seshe Routes
Question reaches the right expert in seconds, not days
Conduit Queries
Relevant production data pulled automatically from your systems
AI Synthesizes
Expert opinion + machine data combined into one clear answer
How It Works
The Platform Behind the Answers
Conduit connects to the systems you already have — Splunk, MQTT, OPC-UA, Modbus — and lets you ask questions in plain English.
No Data Movement
Query data at the source. Eliminate replication costs, reduce latency, and maintain complete data sovereignty.
Natural Language Queries
Ask questions in plain English with NQE. Get reliable, auditable, and deterministic results every time.
Multi-Source Query Planner
DAG-based query planner routes across Splunk, MQTT, and OPC-UA in parallel. Partial results return immediately when sources are slow.
Routing Intelligence
AI learns your org's decision trees. Watches question flow, discovers who resolves what, and progressively routes autonomously — no configuration needed.
AI-Mediated Collaboration
Skip-level routing eliminates unnecessary hops. Exploration routing discovers hidden expertise. Multi-route fan-out for compound questions.
Portable Professional Context
Your expertise, proven through actual work. Build a context profile that captures what you know and what you contribute.
Dynamic UNS
Build your Unified Namespace from actual usage. Source bindings, tag proposals, and formulas grow the namespace as your team queries data.
Enterprise Security
Multi-tenant RBAC, JWT authentication, thread-level privacy isolation, and conversations that expire after 30 days.
Deploy Anywhere
Docker containers for any environment. Cloud, on-premise, or air-gapped. Conduit adapts to your infrastructure.
Enterprise Security
Built for Security-Conscious Teams
Security isn't a checkbox. It's how Conduit works from the ground up.
Your Data Stays in Your Network
Cross-source queries mean no data movement, no replication, no compliance headaches.
Zero Trust by Default
Every query authenticated and authorized. Mutual TLS between all components.
Complete Audit Trail
Full query logging with user attribution for compliance and forensic analysis.
Integrations
Connect to Your Stack
Production translators for your key systems, plus an AI-powered MCP IoT Gateway that dynamically connects to any industrial protocol.
SP
Splunk
SPL Compilation Target
MQ
MQTT
mqtt.js v5 + Sparkplug B
Dev
OP
OPC-UA
Generic UA Client
Dev
MC
MCP IoT Gateway
Modbus, S7, EtherNet/IP, BACnet
Soon
AZ
Azure IoT Hub
Cloud IoT Platform
Soon
AW
AWS SiteWise
Industrial IoT Cloud
You Manage Multiple Facilities. You Deserve Real-Time Answers.
See how Conduit gives division directors instant visibility across every plant, every system.