The operational challenge
Standard AI models can generate confident responses even when the required information is missing from the company’s knowledge base. For a customer-facing assistant, this can result in inconsistent or unsupported answers.
AI INTEGRATION · KNOWLEDGE AUTOMATION
An AI assistant designed to answer from approved business knowledge
A customer-facing AI assistant could answer common questions, but some responses were not sufficiently supported by the company’s approved documents.
Predictiv Apps designed a more controlled knowledge workflow so the assistant can search authorized information, evaluate the available evidence, and avoid producing unsupported answers.
AI AssistantRAGKnowledge Base
Grounded AI workflow
Answers only when evidence supports the response.
Customer Question01
Document Retrieval02
Evidence Check03
Approved Answer04
Safe fallback state
Not enough verified information
Overview
A system designed around the work, not a generic template.
The system Predictiv Apps designed
Predictiv Apps created a document-grounded retrieval workflow. The system searches approved knowledge, ranks relevant information, validates whether enough evidence is available, and either produces a supported answer or returns a safe fallback response.
Core capabilities
The operating pieces connected by the system.
Each capability is part of the same workflow model, so records, ownership, and context can move together.
Approved-document retrieval
Knowledge-base indexing
Semantic search
Source relevance validation
Confidence-based answer rules
Safe fallback responses
Conversation logging
Admin knowledge updates
Quality-review workflow
Prompt and response controls
Workflow
One path for the work to move through.
The workflow is represented as a connected sequence so teams can see what has happened, what owns the next step, and what should become visible to management.
01
Question
02
Retrieve
03
Validate
04
Answer or Decline
05
Log
06
Review
Operational impact
A clearer operating system for the team.
The assistant provides more controlled and consistent customer responses. It also gives the business a clearer process for reviewing conversations, improving the knowledge base, and identifying questions that require human support.
Built around your workflow
Have an operation that does not fit generic software?
Predictiv Apps can design a CRM, AI workflow, automation system, or business platform around the way your team actually works.