AI isn't the problem. Connecting AI to your existing operations is.
Most AI projects fail at integration. TZIR bridges the gap between AI capabilities and your actual operational workflows.
Talk to TZIRThe AI Integration Gap
You've seen what AI can do. You've tested ChatGPT, tried some tools, maybe even deployed a prototype. But connecting AI to your actual operational workflows — your data, your systems, your processes — is where everything stalls.
The gap isn't the AI. The gap is the integration. AI models produce outputs (text, decisions, classifications). Your operational systems need inputs (database records, API calls, workflow triggers). Bridging that gap requires infrastructure that most organizations don't have.
What We Build
TZIR builds AI integration backplanes that connect AI outputs directly to your operational systems:
- AI reads incoming documents and writes structured data to your systems
- AI classifies support tickets and routes them with full context
- AI generates proposals from your existing templates and data
- AI monitors operational data and triggers alerts when anomalies appear
- AI extracts information from unstructured sources and feeds it into structured workflows
"We'd spent $80K on AI consulting with zero production deployments. TZIR connected our AI prototype to our ERP in 5 days. It's been running 24/7 for 6 months."
The Pattern
Every AI integration follows the same architecture:
Source Connection
We connect the backplane to your AI system — whether it's an API, a model endpoint, or an existing AI tool you're using.
Output Translation
We translate AI outputs into the format your operational systems expect. JSON to database writes. Text to form fields. Decisions to workflow triggers.
System Injection
The translated output flows directly into your existing systems. No middleware. No manual review step (except where required for compliance).
Feedback Loop
Results from your systems flow back to improve AI accuracy. The system learns and adapts without human intervention.
Real Use Cases
- Invoice processing: AI extracts line items, the backplane creates records in your ERP
- Customer email triage: AI classifies intent, the backplane routes with attachments and context
- Regulatory filing: AI reads regulation changes, the backplane updates compliance checklists
- Proposal generation: AI drafts from specs, the backplane populates your proposal template
The AI handles the cognitive work. The backplane handles the operational work. Together, they replace processes that previously required 3-5 people.