What If Engine
GenAI Layer
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Who We Are
Intelligence | Innovation | Impact
The What If Engine is the dynamic scenario-simulation layer of the IBGA mobile app—built to help businesses explore possibilities before taking action. Instead of relying on guesswork or assumptions, the What If Engine empowers users to test decisions, visualize potential outcomes, and understand the real impact of every move through intelligent, data-driven simulations.
From forecasting revenue changes and evaluating strategy shifts to testing pricing models, staff adjustments, marketing plans, operational tweaks, or customer workflows, the What If Engine allows businesses to see the future—before it happens.
Powered by predictive modeling, behavioral intelligence, and real-time data from your IBGA ecosystem, the What If Engine transforms uncertainty into clarity and risk into guided decision-making. It lets you ask, “What happens if…?”—and get accurate answers instantly.
In your mobile app, this becomes a powerful, tap-to-simulate tool that fits right in your pocket, giving leaders the ability to explore scenarios anywhere, anytime.
Our People
The What If Engine provides
At the What If Engine, we combine your business data with predictive simulation models to show how different decisions shape your outcomes. Users can adjust variables, tweak inputs, or run full strategy tests, and the engine instantly reveals:
- How performance will shift
- Where risks may appear
- What opportunities will open
- How different departments will be affected
- Which decision leads to the best long-term result
Whether you’re planning expansion, changing your pricing, optimizing marketing spend, reorganizing teams, or testing new product ideas, the What If Engine gives you the power to experiment safely—without risking real-world consequences.
Scenario Forecasting
test multiple business situations and compare outcomes side-by-side. This feature enables users to adjust key variables and instantly simulate diverse future scenarios in a controlled environment. It provides clear, comparative data to help leaders evaluate different strategic paths confidently.
Impact Prediction Models
understand financial, operational, and customer impact. Utilizing complex predictive models, the engine forecasts the detailed consequences of any decision across revenue, efficiency, and customer behavior. This holistic view ensures decisions are fully informed before implementation.
Goal-Based Simulations
choose a goal (growth, cost reduction, efficiency) and see the fastest path. Users can define a specific business objective, and the engine will reverse-engineer and test multiple action plans to identify the most direct and resource-efficient route to success.
Failure & Risk Scenarios
identify what could go wrong before it goes wrong. This critical function allows users to stress-test strategies against market risks, resource shortages, or unexpected events. It proactively reveals vulnerabilities and enables the creation of robust contingency plans.
Action Path Suggestions
get recommended strategies based on simulated outcomes. After running simulations, the engine provides data-backed recommendations for next steps, optimizing the chosen strategy to maximize positive impact and mitigate any identified risks.
Mobile-Optimized Interaction
simple sliders, inputs, and toggles make simulation effortless on the go. Designed for the mobile app, the interface features intuitive controls for easy, on-the-spot adjustments to simulation parameters. This enables quick, informed decision-making from anywhere at any time.
Our People
Life at IBGA
Mutual respect and inclusivity are at the heart of IBGA’s commitment to its people. We’re building a workplace where everyone feels valued, heard, and part of something bigger.
What is IBGA?
IBGA (Intelligent Business Growth Applications) is an AI-powered ecosystem of enterprise software designed to streamline operations, enhance decision-making, and accelerate business growth across industries.
A Unified Ecosystem Built for Scale
All your tools, data, and workflows operate seamlessly within one intelligent platform.
A Unified Ecosystem Built for Scale
All your tools, data, and workflows operate seamlessly within one intelligent platform.
A Unified Ecosystem Built for Scale
All your tools, data, and workflows operate seamlessly within one intelligent platform.
What types of solutions does IBGA offer?
IBGA offers a full suite of AI-driven applications including CRM automation, productivity tools, POS systems, financial intelligence platforms, LMS solutions, customer success tools, and integration engines — all built to work seamlessly together.
A Unified Ecosystem Built for Scale
All your tools, data, and workflows operate seamlessly within one intelligent platform.
A Unified Ecosystem Built for Scale
All your tools, data, and workflows operate seamlessly within one intelligent platform.
A Unified Ecosystem Built for Scale
All your tools, data, and workflows operate seamlessly within one intelligent platform.
Who can benefit from IBGA?
Startups, SMEs, and large enterprises across domains like retail, manufacturing, services, finance, education, and technology can leverage IBGA to improve efficiency, reduce manual work, and scale faster.
A Unified Ecosystem Built for Scale
All your tools, data, and workflows operate seamlessly within one intelligent platform.
A Unified Ecosystem Built for Scale
All your tools, data, and workflows operate seamlessly within one intelligent platform.
A Unified Ecosystem Built for Scale
All your tools, data, and workflows operate seamlessly within one intelligent platform.
Is IBGA suitable for businesses already using other software?
Yes. IBGA applications are built with an integration-first approach. Using CONOVUS and AiraOS, businesses can connect their existing CRM, ERP, POS, HRMS, and other platforms without disruptions.
A Unified Ecosystem Built for Scale
All your tools, data, and workflows operate seamlessly within one intelligent platform.
A Unified Ecosystem Built for Scale
All your tools, data, and workflows operate seamlessly within one intelligent platform.
A Unified Ecosystem Built for Scale
All your tools, data, and workflows operate seamlessly within one intelligent platform.
What makes IBGA different from other software ecosystems?
IBGA delivers a unified AI-powered experience, cross-application intelligence, modular adoption, and enterprise-grade scalability — allowing businesses to grow smarter, faster, and more efficiently.
A Unified Ecosystem Built for Scale
All your tools, data, and workflows operate seamlessly within one intelligent platform.
A Unified Ecosystem Built for Scale
All your tools, data, and workflows operate seamlessly within one intelligent platform.
A Unified Ecosystem Built for Scale
All your tools, data, and workflows operate seamlessly within one intelligent platform.
FAQ's
Intelligence | Innovation | Impact
What is the What If Engine?
The What If Engine is a simulation and scenario-planning tool within the IBGA GenAI Layer that lets you evaluate “what if” scenarios — helping you predict outcomes and compare the impact of different decisions before implementing them.
How does the What If Engine work?
It uses predictive models, historical data, and AI-driven reasoning to simulate possible future outcomes based on adjustable variables. You can change inputs like budget, pricing, resource allocation, timelines, or strategies to see how outcomes shift.
What types of scenarios can I simulate?
You can simulate a wide range of business scenarios — such as forecasting sales growth under different marketing spend levels, evaluating staffing changes, testing product launch timing, estimating cash flow under varied cost structures, and more.
Why should I use scenario planning?
Scenario planning enables smarter decision-making by revealing potential risks, opportunities, and trade-offs before taking action. It helps reduce uncertainty, build strategic confidence, and choose paths that align with your goals.
Is the What If Engine suitable for non-technical users?
Yes. The tool is designed to be user-friendly — you simply adjust variables via intuitive interfaces and receive clear visualizations and explanations of modeled outcomes without needing advanced analytics skills.
Can the What If Engine integrate with my business data?
Yes — it can work with data from your CRM, finance systems, operations tools, and analytics platforms so simulations are grounded in real historical performance and current business trends.
How accurate are the simulations?
The engine generates results based on data quality, historical patterns, and model assumptions. While no predictive system can guarantee absolute certainty, the What If Engine offers realistic projections that help you explore probable outcomes and alternatives.
Can I run multiple scenarios at once?
Yes. You can create, save, and compare multiple scenarios side-by-side to evaluate different strategies and choose the best option.
How do I interpret the results?
Results are presented in easy-to-read charts, summaries, and recommendation highlights — showing projected impacts, key drivers of change, and suggested next steps based on the simulated outcomes.
Who in my organization should use the What If Engine?
Leaders in strategy, finance, marketing, operations, product management, and business development can all benefit — especially those making data-informed decisions about future planning, investments, and what-if trade-offs.
Our Ecosystem
Partners
AWS Premier Partner with 750+ experts and 18 competencies, leading AI-powered modernization with GenAI, Agentic AI, and digital resilience.
Elite Consulting Partner and Europe’s first Authorized Training Partner with 100+ certified experts, including 8+ Databricks Champions.
Global GitHub Partner of the Year 2024–2025 and GitHub’s first verified partner in Europe.
Google Cloud Premier Partner since 2017, providing secure, cloud-native solutions in data, GenAI, and Agentic AI.
Harness is a modern DevOps platform that automates software delivery and DevOps with a modern platform for CI/CD, feature flags, and cloud cost management for faster, reliable deployments.
Trusted Microsoft Solutions Partner across Azure, Security, Infrastructure, and Innovation, with 23 MVPs, 5 Regional Directors, and 1200+ engineers.