TechShift
TechShift
Executive Tools
Quantify the impact of agentic orchestration on your enterprise bottom line. TechShift's simulator uses industry benchmarks to project efficiency gains and payroll re-allocation.
Annual Cognitive Savings
RM 19,800,000
Efficiency Multiplier
41.3%
FTE Re-allocation Potential
206 Staff
Can be shifted to high-value strategy.
Projected Payback Period
18 Months
Based on TechShift deployment speed.
3-Year Cumulative Value
RM 68,310,000
Includes projected efficiency compounding and reduction in organizational friction.
We will generate a 12-page PDF analysis specifically for your functional mix, including benchmark comparisons against competitors in your industry.
Methodology
Our ROI model is grounded in over 15 years of enterprise transformation data across APAC markets. We don't just calculate "time saved"; we measure the Cognitive Capacity unlocked when agentic systems handle high-frequency, low-variance decisions that currently consume your most expensive human resources.
The simulator combines three layers of analysis: industry-specific automation rates derived from McKinsey and MIT benchmarks, your organisation's functional labour distribution, and TechShift's proprietary deployment velocity data from 50+ enterprise engagements. The result is a projection grounded in real-world outcomes, not theoretical maximums.
Each industry vertical has distinct automation ceilings. A financial services firm automates compliance workflows at 60-75%, while manufacturing quality inspection reaches 80-90%. Our model applies the correct ceiling for your sector.
Customer support tasks automate at 40-65%, data operations at 55-80%, compliance audit at 35-55%, and sales ops at 30-50%. These rates are validated against live deployments across Southeast Asia.
We calculate the fully loaded cost of each FTE (salary + benefits + overhead) and apply function-specific automation rates to determine the portion of cognitive labour that can be redirected to higher-value work.
Based on TechShift's average deployment timeline of 8-14 weeks for initial automation, we project when cumulative savings exceed total implementation and licensing costs.
Key Variables
Not all inputs carry equal weight. Based on our modelling data, three variables disproportionately affect projected savings:
Frequently Asked Questions
The simulator provides directional estimates based on industry benchmarks. Actual results depend on implementation quality, change management, and data readiness. Our detailed 12-page report (available via download) includes confidence intervals and sensitivity analysis for your specific inputs.
No. Re-allocation means shifting staff from repetitive cognitive tasks to higher-value strategic work — client relationship management, innovation, complex problem-solving. The best-performing organisations we work with grow revenue per employee, not reduce headcount.
Year 1 reflects initial deployment savings. Years 2 and 3 include a 15-20% efficiency compounding factor as AI systems learn from operational data, plus expanded automation scope as the organisation matures its AI capabilities.
Yes. Download the PDF report for a 12-page breakdown with industry benchmarking, or book a complimentary strategy call with a TechShift partner for a full assessment tailored to your specific workflows and constraints.