> AI integrations · CV database · Recruitment. Workflow, example and practical criteria.

Source: https://hice.ai/en/blog/connect-records-and-an-ai-assistant-candidate-databases-cv-management-and-talent-pools-for-recruitment-agencies
# Connect records and an AI assistant: candidate databases, CV management and talent pools for recruitment agencies

- Steps and checks
- Define the outcome and records
- A pilot on the complete workflow
- Rules, exceptions and work cost
- Apply the workflow in HICE
- Choose the next step

An integration is useful when it preserves record identity, context and ownership. Before automating a change, test a limited read and verify which operations are actually available to the user.

## Steps and checks

- Define the source record, owner and expected outcome.
- Prepare a sample with complete records, a duplicate and an exception.
- Run the workflow with two roles and record steps, corrections and authorization.
- Export the output and reconcile counts, relationships and values with the source.
- Repeat after a change and assign an owner to open exceptions.

In HICE, open AI integrations, connect a supported assistant using the offered authentication flow and verify authorized operations. Start with a search on your records; review records, fields and scope before confirming a change. Use the linked guide for the current flow. MCP

## Define the outcome and records

For this topic the control starts with CV search, deduplication and talent pool reuse.

An ATS organizes applications, vacancies, stages and feedback. A candidate database retains profiles beyond one hiring process; a recruiting CRM connects client relationships to open searches. One person can have several applications, each with its own status.

Record vacancy requirements and criteria, link a candidate, assign the interview and save feedback and next action on the application. Test two vacancies for one profile: history must distinguish the decisions.

## A pilot on the complete workflow

Import two CVs from the same person, then search for a skill found only in the newer document. Check duplicates, provenance and profile updates: retrieving the right person matters more than storing more files.

Before the demo, write three required outcomes and one acceptable tradeoff. Value recovered time only after measuring on the same basis. Have the actual owner complete a cycle and retain errors, corrections and final output. If the pilot stops halfway, identify the missing module, integration or step in the quotation.

## Rules, exceptions and work cost

Define who enters, corrects and approves records. Test an incomplete record, a duplicate and a change after closure. The decision changes when records can be exported with relationships rather than manually reconstructed. Count licenses, onboarding, team time and integration maintenance separately.

## Apply the workflow in HICE

In HICE, profiles, CVs, vacancies, interviews and feedback stay connected to the client and team. Semantic search and matching help retrieve candidates from your own database; the recruiter retains shortlist review.

## Choose the next step

Open the related solution, review pricing for your market and test the case on your records. Keep the template as a workflow reference and use the country ranking to explore other category options.

CV database · Recruitment · candidate databases, CV management and talent pools for recruitment agencies · Reference rate · ATS / CRM / PSA

## Continue with another format

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- Demonstration case: candidate databases, CV management and talent pools for recruitment agencies
- Simulated benchmark: candidate databases, CV management and talent pools for recruitment agencies