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Cybatar Value Engineering

Build a transparent AI business case.

This calculator uses explicit assumptions rather than hidden industry averages. Change task volume, labour economics, model usage, review rates and implementation cost to see how the economics move.

Decision discipline. This is an analytical planning tool, not a promise of realised savings. Production business cases should be supported by measured baselines, controlled pilots and evidence specific to the institution.
Institutional templates

Value cases CRG can structure in depth.

Cybersecurity

Cybersecurity AI Operations

Model alert triage, investigation, false-positive handling, incident-risk avoidance and human escalation.

Financial Services

Bank AI Transformation

Model the economics of a multi-workstream bank AI programme spanning workforce copilots, operations, research, service and controls.

Financial Services

Financial Research & Analyst Intelligence

Model research coverage, analyst capacity, data/tool cost, verification and decision-cycle improvements.

Government

Government Service Modernisation

Model citizen-service automation, case handling, document workflows and governed public-sector AI infrastructure.

Healthcare

Clinical Documentation & Operations

Model documentation time, clinician capacity, review requirements, integration and assurance cost.

Insurance

Insurance Claims Intelligence

Model claims automation, human review, leakage/risk reduction and service-level improvement.

Legal

Legal Review & Contract Intelligence

Model document review, human verification, risk exposure and cycle-time economics.

Manufacturing

Industrial Knowledge & Maintenance

Model knowledge retrieval, maintenance support, downtime avoidance and industrial integration.

Mining

Mining & Physical AI Programme

Model a staged R&D-to-pilot programme for industrial AI, remote operations, inspection and physical-system integration.

Public Sector & Infrastructure

Sovereign AI Infrastructure Programme

Model a national or sovereign AI capability including compute, data, models, governance, skills, assurance and programme management.

Technology & Software

Software Engineering Productivity

Model coding-agent runtime, developer time, review/rework, defect economics and delivery throughput.

Telecommunications

Telecom Customer Operations

Model contact-centre automation, agent assist, churn/revenue levers and AI operating spend.