AI & Chatbots
OpenAI
OpenAI model integration for grounded business assistants, workflow automation and structured responses, implemented behind a controlled server-side gateway.
Capabilities
What we implement
- Grounded question answering
- Structured data extraction
- Tool and function calling
- Streaming website conversations
- Usage and quality monitoring
Security
How it is hardened
- Server-side credentials
- Approved-data boundaries
- Prompt-injection controls
- Retention and provider settings review
- Human escalation for consequential requests
Architecture
OpenAI integration architecture
OpenAI is reached through a controlled orchestration layer; visitors never receive provider credentials and approved business data remains the source of truth.
01 · Channels
Each channel has its own identity, consent and escalation behaviour.
02 · Orchestration
Server-side gatewayConversation rulesTool allowlistUsage controlsThe integration controls instructions, spend and the actions the model may request.
03 · Knowledge
Approved website contentDocuments and FAQsCRM / helpdesk contextRetrieval is permission-aware and restricted to approved sources.
04 · AI platform
A third-party model service selected for the workload; no proprietary model is claimed.
05 · Assurance
Quality evaluationMonitoringHuman handoffAudit trailUnknown or consequential requests are escalated instead of improvised.
FAQ
OpenAI questions we are asked
- Does Techno Trader PK own or train OpenAI?
- No. OpenAI is a third-party platform. We configure and integrate it around your approved knowledge, workflows and data-handling requirements.
- Can answers be limited to our content?
- Yes. Retrieval, system rules and explicit refusal behaviour keep the assistant focused on approved sources, with testing before launch.
- How is usage controlled?
- Calls pass through a server-side layer with logging, limits and alerts. Provider charges remain variable and are reviewed against measured use.
- Can a person take over?
- Yes. Handoff rules can route the conversation and its context to a named team, inbox, CRM or helpdesk.
Related
Other ai & chatbots platforms
OpenAI is referenced to describe engineering capability. All trademarks and product names are the property of their respective owners; no partnership or endorsement is implied.
Ready to scope the work?
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