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04/Internal Workflows

Streamline Your Institution's Internal Processes with AI

Automate repetitive tasks, connect your systems, and free your teams for high-value work.

02/The challenge

Where the process breaks

01

Administrative processes are fragmented across tools

Email, Excel, CRM, SIS — data is scattered and manual workflows generate errors and delays.

02

80% of administrative tasks are automatable

And yet, institutions continue to mobilize qualified staff on repetitive, low-value tasks (McKinsey / WEF).

03

Lack of visibility creates bottlenecks

Without a unified dashboard, it is difficult to identify delays and inefficiencies.

Collaboration between departments is clunky

Admissions, registrar, financial services — handoffs between teams generate errors and delays.

04

Regulatory compliance is difficult to maintain at scale

GDPR, AI Act, accreditations — every process must be documented and auditable. 100% of EU/UK RFPs require it.

03/Features

The Intelligence Layer

6 capabilities, each shown the way it runs in the product. Scroll through them.

  1. 0106

    Workflow Automation Engine

    Automation of recurring processes — reminders, notifications, data transfers, approvals. Multi-agent coordination with configurable rules.

  2. 0206

    Cross-Department Orchestration

    Intelligent coordination between departments — admissions, registrar, finance, student services — with automated handoffs. SIS/CRM/LMS integration.

  3. 0306

    Document & Data Processing

    Automatic extraction and structuring of data from any document type. Multi-alphabet: Latin, Cyrillic, Arabic, Chinese. 10× faster processing speed.

  4. 0406

    Unified Dashboard

    Consolidated view of all active processes — KPIs, alerts, bottlenecks identified in real time.

  5. 0506

    Audit & AI Act Compliance Automation

    Automatic generation of audit logs, compliance reports, and regulatory documentation. 6 AI Act pillars covered, external audit completed. 100% EU/UK RFP compliant.

  6. 0606

    API & System Integration

    Connection to your existing ecosystem — SIS, CRM, LMS, financial tools — via REST API or native connectors. Layer 3 Workflow Orchestration with configurable rules.

01/06Workflow Automation Engine

04/How It Works

End-to-End Process

  1. 01

    Process mapping

    Identification and mapping of processes to automate with your teams.

  2. 02

    Configuration

    Configuration of workflows, business rules, and automation triggers — without code.

  3. 03

    Integration

    Connection to existing systems via API. Data flows automatically between tools.

  4. 04

    Automation

    Processes run automatically. Exceptions are escalated for human review.

  5. 05

    Monitoring & optimization

    Real-time performance monitoring. Network effects: every client improves the models for everyone.

05/Benefits

Proven Results

Measured

80%

Of administrative tasks are automatable (McKinsey / WEF)

Time to process the same batch

Faster processing speed vs manual data entry

Before: manual data entryBaseline
After: with Semantikmatch10× faster

Time to go live

weeks

Average implementation time vs 12-18 months for competitors

Competitors12–18 months
Semantikmatch6–8 weeks
  • Elimination of data entry errors and inconsistencies between systems
  • GDPR and AI Act compliance maintained automatically at every step
  • Improved cross-department collaboration through smooth, traceable handoffs

06/Case Study

Typical Workflow

  1. Request Intake

    Students or staff submit requests through structured forms with required documentation.

  2. Initial Assessment

    Requests are categorized and checked for completeness. Missing items are flagged.

  3. Routing & Assignment

    Requests are routed to appropriate reviewers based on type and criteria.

  4. Review & Decision

    Reviewers assess requests with all relevant context and make decisions.

  5. Communication & Logging

    Decisions are communicated and logged with full documentation.

07/Human in the loop

AI prepares. People decide.

What Is Automated

  • ✓Form validation and completeness checking
  • ✓Request routing and assignment
  • ✓Status tracking and notifications
  • ✓Deadline monitoring
  • ✓Documentation compilation

What Remains Human

  • All substantive decisions
  • Policy interpretation
  • Exception approval
  • Appeal adjudication
  • Sensitive case handling

Audit trail

Outputs & Auditability

Output 01 ■ logged

Request Records

Complete history of each request with decisions and rationale.

Output 02 ■ logged

Process Analytics

Insights into request volumes, processing times, and outcomes.

Output 03 ■ logged

Trend Reports

Patterns in requests to inform policy and resource allocation.

Next / 01

Admissions & Lead Scoring

Ready to streamline your institution's internal processes?

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