KOREV /Evidence/ 01

Specialized agents & business workflows

Hand the work to AI. Keep the decision.

KOREV Evidence turns your business processes into workflows of specialized agents, designed around your rules, your flows, and your enterprise's knowledge. The agents take on the operational work; your experts keep the approvals and the decisions that matter.

Evidence / WorkspaceReal screenshots · Demo
Real screenshot of the KOREV Evidence home screen

One space to start, resume, and track the work.

Ask a question, analyze documents, or pick up a case: each piece of work keeps its context and its status.

Where it fits in the architecture

  1. Evidence: the agents' workspace
  2. PRISM: control of critical processing
  3. Atlas: enterprise reasoning engine

AI no longer just answers your experts. It works with them, under control.

The problem

The processes that matter don't fit in a prompt.

Reviewing a case file, checking compliance, preparing a recommendation, classifying an incident, assessing a supplier: this work draws on several areas of expertise, internal rules, and approval points. A generic assistant knows neither your process, nor your rules, nor your responsibilities.

  1. 01A real process chains together steps, roles, rules, and knowledge specific to the organization.
  2. 02A single raw answer does not account for the contradictions, gaps, or uncertainties in the work.
  3. 03The result must be directly usable by the business, not merely plausible on the surface.
  4. 04The organization must be able to review what was consulted, cross-checked, and approved, and by whom.

Business outcome

What Evidence changes for your teams.

  • A growing share of operational work handled by agents designed for your process
  • Expert time focused on judgment and decisions rather than on gathering and formatting
  • Contradictions, gaps, and uncertainties flagged before the decision, not after
  • Results your teams can use directly, structured to your standards
  • Human approval placed at the steps where the process requires it, without unnecessary friction
  • The ability to review and audit what was consulted, cross-checked, and approved

How it works

From defined work to usable results.

Six stages, adapted to your process. Agents work in parallel when it helps; the expert steps in where they add the most value.

Step 01 / 06

The work is defined

Steps, responsibilities, rules, expected result

Specialization

Agents specialized for your enterprise, not for a generic demo.

Evidence starts from your business flows to define each agent's role: what it must understand, the information it can draw on, the actions it can prepare, the rules it must follow, and the situations it must hand over to a human.

Your business flows
define the agents.
Your knowledge
gives them context.
Evidence
orchestrates their work.
Your experts
keep the decision.
  1. 01Business flowsThe actual steps of the process, as the organization carries them out.
  2. 02RolesExisting human responsibilities, used to define what each agent takes on.
  3. 03RulesThe procedures, policies, and approval points the work must follow.
  4. 04KnowledgeThe reference frameworks, documents, and authorized data the task needs.
  5. 05Specialized agentsA precise role, defined access, explicit limits, and the situations to hand over to a human.
  6. 06Evidence workflowAgents work together, your experts approve, and the result is delivered.

Interface

A space where your teams track the agents' work.

Real screenshots from the demo environment: the home screen, the summary, the analysis, the risks, and the audit of a case.

Evidence / WorkspaceReal screenshots · Demo
Real screenshot of the KOREV Evidence home screen

One space to start, resume, and track the work.

Ask a question, analyze documents, or pick up a case: each piece of work keeps its context and its status.

Engineering & proof

Capabilities backed by a documented test and orchestration suite.

Technical claims about Evidence rest on documented measurements and artifacts, presented with their methodological limits.

Documented mechanismDocumented

14

Documented agent profiles

14 active profiles under agents/: compliance, contradictor, default, developer, finance, hacker, infrastructure, legal_drafting_guarded, legal_safe, marketing, medical, multitask, researcher, sales. The _example folder is excluded.

Limit: Refers to profiles configured in the Evidence orchestrator, not to 14 distinct AIs or proprietary models.

Documented mechanismDocumented · 2026-09-17

5 required checks

Controlled production deployment chain

Production release chain for the Evidence backend: protected main branch, mandatory PR, 5 required checks, enforce_admins, build/deploy guardrails, drain before restart, /healthz, and VERSION.json.build_commit.

Limit: Proves deployment discipline and release traceability; it is neither a measured SLA, nor a security certification, nor proof that no incident has occurred.

Offers

From a first proven process to regulated deployment.

The journey always starts with a real business process, in a European cloud, hybrid, or on-premises setup depending on data sensitivity. All offers are on quote after scoping; details are on the Deploy KOREV page.

Evidence Pilot

On quote

Prove out Evidence on a real business process.

  • 1 targeted business process
  • Real or representative data
  • Specialized agents designed around the flow
  • Defined rules and approvals
  • Success criteria set before kickoff
  • Working demonstration and value measurement
Test Evidence on one of your processes

Evidence Production

On quote

Scale one or more business workflows.

  • One or more workflows in production
  • Integration with existing business applications
  • Gradual extension to new processes
  • Monitoring, training, and support
Scope a production rollout

Evidence Regulated / Enterprise

On quote

Deploy in a sovereign or regulated setting.

  • Sovereignty and private environments
  • Regulatory requirements and governance
  • Reinforced PRISM control on critical work
  • Atlas within your perimeter
  • Extended auditability and traceability
Talk architecture with KOREV

Which process would you hand over to agents?

Describe it in a few lines. We assess its sensitivity, its approvals, and its deployment level, then propose an Evidence Pilot scope.

KOREV — AI that shows its work.

Frequently asked questions about Evidence