12th CFO Confex & AWARDS 2026 · ITC MARATHA, MUMBAI · 13 MAY · GOLD PARTNER BOOTH G-08
WELCOME TO THE 12th CFO Confex & AWARDS 2026

Elevating Risk Management:
From Insight to Enterprise
Resilience.

Score your risk automation effort before someone else writes the RoI. The Complexity & Effort Estimator gives you an independent reading on hours, team size, and cost... Built by the team that's already removed 1M+ hours of manual risk & resilience workflows.

▸ Tecnoprism · AI

Complexity & Effort Estimator

LIVE SCORING ENGINE
1Your Details
2Project Type
3Configure & Unlock
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What are you building? Select the type of project to load the right assessment parameters.

RPA Automation

Bot-driven process automation across enterprise applications, UI and API

AI / ML Project

Machine learning models, NLP, computer vision, deep learning deployments

Process Parameters
Number of ApplicationsW: 15%
Systems the bot interacts with (CRM, ERP, portals)
Process Steps & RulesW: 20%
Decision nodes, rules, and workflow steps
Logic ComplexityW: 15%
Sequential vs conditional vs nested rules
Data StructureW: 15%
Input/output data type
Variations & ExceptionsW: 15%
Exception paths and process variants
Image-based / OCR / CitrixScreen scraping, virtual environments (+10)
API / Database IntegrationREST API or SQL interactions (+8)
Unstable / Changing UISelector fragility from frequent updates (+7)
Human-in-the-Loop RequiredManual review / approval gates (+6)
Complexity Score0
LOW COMPLEXITY
0THRESHOLD100
Est. Hours40h
Est. Days5d
Est. Weeks1w
Team Size1–2 devs
Timeline5 days
Estimated Cost (USD)$3,400
Recommendations
  • Well-scoped automation. Standard CoE methodology.

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Complexity ScoreCost EstimateTimelineRecommendationsEffort BreakdownPDF Report
Full PDF report with score breakdown will be emailed and downloaded.
AI/ML Parameters
Data Availability & QualityW: 20%
Volume, cleanliness, labelling completeness
Model ComplexityW: 20%
Algorithmic sophistication required
Model TypeW: 15%
Domain: tabular, text, or vision
Accuracy RequirementsW: 15%
Error tolerance level
Integration EffortW: 15%
Batch offline vs real-time API
Computational IntensityW: 15%
CPU vs GPU vs distributed cluster
Rare Event / Imbalanced TargetMinority class <5% (+10)
Unproven / Novel TechEmerging frameworks in production (+8)
Explainability / XAI RequiredSHAP values, model cards (+7)
Human-in-the-Loop RequiredManual review / override capability (+6)
Complexity Score0
LOW COMPLEXITY
0THRESHOLD100
Est. Hours80h
Est. Weeks2w
Team Size1 engineer
Sprints1 sprint
PipelineStandard ML Pipeline
Estimated Cost (USD)$9,600
Recommendations
  • Manageable AI project scope.

Unlock Your Full Report

Enter your email and phone to reveal scores, download the PDF report, and receive it via email.
Complexity ScoreCost EstimateTimelineRecommendationsEffort BreakdownPDF Report
Full PDF report with score breakdown will be emailed and downloaded.

▌ THE EVENT CONTEXT

CFOs are leading innovation and resilience in 2026.

As the global risk landscape evolves, the modern CRO is no longer just a gatekeeper—they are architecting enterprise-wide digital resilience. At the 12th CRO Confex & Awards, we are proud to partner with visionary risk leaders to translate strategic insight into sustained operational impact.

DATE & VENUE

13 MAY, 2026
ITC MARATHA, MUMBAI

OUR ROLE

GOLD PARTNER
BOOTH G-08

▌ THE SCOPING GAP

Most risk automation programs fail at scoping, not at execution.

2-3x

Underestimation

Average deviation from initial SoW in standard SI engagements.

40-60%

Failure Rate

Of risk & compliance automation projects fail to deliver promised ROI due to poor scoping.

>50%

Data Effort

Time spent purely on data normalization before actual automation begins.

▌ EVENT THEMES & AGENDA

Thought Leadership at CFO Confex

From Volatility to Velocity

Navigating economic volatility by embedding structural process efficiency and predictability into the enterprise risk operating model.

Strategic Advantage through Digital Risk Governance

Moving beyond standard compliance to architect enterprise-grade AI frameworks that deliver audit-ready, high-impact risk outcomes.

▸ DELIVERABLE

What the report tells you

01

Risk Complexity Rating

A objective score based on 15 critical variables.

02

Automated Risk Controls

Hours saved through automated monitoring and control execution.

03

Reduction in Compliance Friction

A objective assessment of overhead reduction in regulatory reporting.

04

Predictable Governance at Scale

Baseline financial expectation for scaling governance across business units.

05

Recommendations

Strategic guidance on implementation phasing.

06

Methodology

Transparent view into how the calculations were made.

▌ NEXT STEP

Already ran the estimate?

For CROs who scope before they sign. Book a 30-minute stress-test with a Tecnoprism Solution Architect during the event.

SCHEDULE ARCHITECTURE REVIEW