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A fair comparison of Tiger Analytics and Aptibit: analytics and data science consulting versus full stack AI product engineering, and when to choose each one.
This comparison is written by Aptibit, so we have an interest in the outcome. We have aimed to be fair. What we say about Tiger Analytics is based on widely known public information, and we have avoided figures we cannot source.
Tiger Analytics is a respected advanced analytics and data science firm, strongest at turning enterprise data into better business decisions.
Aptibit is a product-first AI company. We take AI from first experiment to a system that runs every day, with particular depth in computer vision.
Choose Tiger for analytics-led optimisation. Choose Aptibit when you need an AI product or system built, deployed and supported end to end.
Tiger Analytics has a solid reputation in advanced analytics and data science consulting. It helps enterprises get value from their data through statistical modelling, machine learning and analytics strategy.
Its teams bring strong quantitative skills to supply chain, pricing, customer analytics and risk. It works with major global enterprises and has grown by improving the business measures that matter to them.
Tiger's strength is the full analytics journey: understanding the problem, preparing data, building predictive models and turning insight into action.
It has also built repeatable methods for common analytics problems, which brings consistency across engagements. For enterprises that want proven analytics consulting, Tiger is a relevant choice.
Aptibit works across a broader range: AI product development, computer vision, real-time systems and full stack AI engineering. The difference is not only breadth. It is a different set of capabilities.
We build AI systems that run continuously, not only models that produce insight. Our engineers make models fast enough for devices at the edge (close to the cameras and sensors, rather than in a distant data centre) and ship software that keeps working under demanding conditions.
Visylix shows this best. It is not a dashboard. It is a complete platform with a native streaming engine, 22 AI analytics working on live video and the Radha AI copilot, which lets operators search, investigate and act in plain language.
Building it called for skills far beyond data science: real-time computing, video streaming protocols and running AI reliably in production. The same skills power our client work.
Analytics firms often work within one layer of the technology. They take data that is already collected and cleaned, and they produce models that another team must put into production.
Each handoff is a place where a project can stall. A model can work well in analysis and then prove hard to run in production, or ignore constraints nobody raised early.
Aptibit removes those gaps by owning the whole journey. One team handles the data pipeline, the model, deployment, monitoring and ongoing improvement.
When we build a computer vision model, the people who design it also tune it for the target hardware, put it into service and support it. That shortens the road from idea to production, and keeps real-world limits in view from the first experiment.
Consulting frameworks suit well-defined analytics projects with clear data and expected outcomes. Many AI projects, though, involve ambiguity and need several approaches tried quickly before the right one emerges.
Aptibit supports both styles. For defined projects, we offer fixed scope with clear deliverables and timelines. For exploratory work, a dedicated team works as an extension of yours.
From our Kolkata base, we deliver senior engineering at India cost levels, well below US and Western European rates. That puts advanced AI within reach of growing enterprises, not only the very largest.
The choice comes down to the nature of your need. If it is analytics consulting, statistical modelling and data-driven optimisation, Tiger Analytics brings focused depth and experience.
If you need more, Aptibit is the right partner. That includes building AI products, deploying computer vision, creating real-time AI or running AI at the edge, wherever AI must work continuously in production.
We combine data science with systems engineering, product development and deployment, taking AI from insight to impact. Visylix is the clearest evidence of what our engineers build.
To talk through your goals, write to us at info@aptibit.com.
Tiger Analytics is an advanced analytics and AI consulting firm that helps large enterprises make better decisions with data. Aptibit is a product-first AI company: we build our own platform, Visylix, and engineer AI systems for clients. Tiger excels at analytics strategy and modelling. Aptibit excels at AI that runs as a finished product, especially in computer vision.
Yes, for core predictive work such as forecasting, churn, segmentation and recommendations. Tiger's depth in classical analytics at scale is a genuine strength. Where Aptibit adds most is in wrapping that analysis inside a working product that people use every day.
Aptibit. Visylix is a complete AI video surveillance platform with 22 AI analytics built in-house and a native streaming engine. For Tiger, computer vision is one practice within a broad analytics portfolio; for us, it is the core.
Analytics consulting firms typically run long-term engagements with dedicated data science teams. Aptibit offers that model and more product-led options, including building solutions together on top of Visylix. If you want a partner that builds with you, our range of options is broader.
We do not publish other firms' rates. Aptibit delivers senior engineering at India cost levels, well below US and Western European rates. For any serious decision, compare proposals for the same scope and outcome.
If your challenge is deep classical analytics for a very large enterprise, with heavy data science needs, and you value an established consulting brand, Tiger is a strong choice. For AI product engineering, computer vision and video intelligence, Aptibit is the sharper fit.