AI quality & accuracy

Your AI represents your
company.

Most AI chatbots hallucinate prices, fabricate store locations, and make promises they can't keep. Vectrant treats every response as a company statement — with multiple validation layers between the AI and your customer.

Quality validation across response layers
Capabilities

Six layers between the AI and your customer.

Accuracy isn't prompt engineering alone — it's a system of grounding checks, admin tools, and automated reviews.

Response grounding

Every factual claim is cross-checked against retrieved source data before the customer sees it. Prices, addresses, specs, and availability claims are validated. Hallucinations get hedged automatically.

Admin-editable prompts

Every system prompt is editable from the admin panel. Tune product tone, KB voice, routing logic, troubleshooting flow — in real time with a draft/publish workflow. No deploys.

Response guidance

Click "Coach" on any AI response. Write what it should have said. That guidance is stored, indexed, and injected into future similar conversations. The AI learns from your corrections.

Universal accuracy directive

Appended to every customer-facing prompt: "Being wrong damages our reputation more than saying 'I don't know.'" The AI is instructed to only state facts from retrieved context.

Structured store directory

Locations are maintained as structured data — name, address, phone, metro. The AI can only list stores from this directory. No more fabricated branches in the wrong state.

Overnight quality reviews

The AI reviews overnight conversations and emails a morning report — flagged responses, customer-reported issues, trending topics. You see what happened before the team logs in.

Quality you can audit

Every response. Validated.

Hallucinations get caught. Prompts are tunable in real time. The AI learns from your corrections — without retraining or code changes.