AI Agents

Governed AI workflows for the future of recruitment.

Evolve from human-led search toward AI-assisted and agent-driven operations — with a framework built for control, governance, and capacity management.

Persistent intelligence

AI that works with your business reality, not just a prompt.

Senjep doesn’t just query a database of CVs. The platform progressively builds persistent business intelligence about your talent, your clients, your missions, and your hiring decisions. Every search, shortlist, feedback, and trade-off enriches a business context your recruiters can act on — and that LLMs connected to Senjep through MCP can use too.

A classic AI agent

Often starts over from scratch at every conversation — no memory of what worked, who was chosen, or why.

Senjep

Keeps the useful memory and makes it reusable:

Recurring criteriaRecruiter preferencesClient requirementsCultural-fit signalsSelection & exclusion reasonsMission history & profiles actually hired

The result: AI no longer works with a prompt alone — it works with your business reality.

What Senjep makes possible

A living memory of your talent market.

Understand your clients over time

Senjep builds on their positioning, stack, culture, size, constraints — and the profiles they have actually hired.

Remember recruiter preferences

It retains the operational criteria that truly matter: seniority, types of experience, technical environments, mobility, availability, soft skills, deal-breakers, and exclusion rules.

Sharpen search with every decision

Shortlists, validations, rejections, and feedback become reusable business signals that refine the next results.

Explain every recommendation

Each candidate can be tied to explicit criteria: skills, trajectory, client context, cultural fit, decision history, and mission constraints.

Connect LLMs to a reliable source of truth

Through MCP, AI agents can search, compare, rank, explain, and prepare deliverables on Senjep’s governed data — without exposing your business assets outside their scope.

The real shift

AI doesn’t replace recruitment expertise — it augments it, structures it, and makes it reusable.

Your organization no longer just owns a CV database — it builds an active memory of its talent market, its clients, and its decisions. Senjep becomes the persistent business-intelligence layer between your recruiters, your data, and AI agents.

Maturity path

From human-led search to agent-driven operations.

AI agents are only valuable when they operate within a framework that maintains visibility, control, and governance. Senjep is built for that transition.

Stage 1
Human-led search

Recruiters use semantic search and matching intelligence manually. Full control, maximum visibility.

  • Semantic search precision
  • Contextual matching signals
  • Manual shortlist creation
Stage 3
Agent-driven operations

Agents operate autonomously within governed scopes.

  • Autonomous search & qualification
  • MCP access and integrations
  • Governance by team & workflow
  • Enterprise controls and audit
Governance first

AI-ready does not mean uncontrolled.

Advanced AI usage needs access rules, scopes, and clearer operational guardrails. Senjep frames agent workflows within enterprise-grade governance structures.

  • User and team-level access control
  • Differentiated access for advanced workflows
  • Activation rights and scope management
  • Usage visibility and capacity structure
Dedicated capacity

AI capacity that matches your scale.

Dedicated AI usage capacity for Premium and Enterprise customers, ensuring consistent performance at scale.

Dedicated AI capacityAgent packsBurst capacityMCP accessUsage visibility
Model-agnostic

Works with the LLMs you already trust.

Senjep interfaces with leading hosted models and open-source, self-hostable LLMs — bring your preferred model, or mix them per workflow, through MCP and standard APIs.

Hosted models
Claude
ChatGPT
Microsoft Copilot
Google Gemini
Grok
and more
Open-source & self-hosted
Ollama
Qwen
Kimi
Llama
Mistral
DeepSeek
Gemma
and more
Available on Premium & Enterprise

Start with precision. Scale toward agents.

A clear path from structured search to AI-assisted and fully agent-driven operations — at the pace that matches your team’s maturity.