In 2025, over 65% of Fortune 500 firms say they use Generative AI to make at least one big part of their work easier. But, just about half of them say they are still trying to find way to do it safely at scale.
That is what the world looks like today — a strange mix of very fast work and still very hard work. While one bank uses GenAI to look at millions of deals and find fraud very fast, a large shipping company uses it to tell them if they will have trouble with their supply chain for weeks. Smaller firms, on the other hand, are having trouble with putting it into their work and keeping it safe.
Generative AI has gone past all the talking it did — it is changing the way leaders lead, make choices, and grow. But, how well we do depends on how we plan it, not just how we run it. This is where Techmango’s Generative AI Services will help us see what we are doing — helping firms find speed, follow the rules, and make real change.
What Companies Find Hard When Making GenAI Work
What problems do firms have when they make GenAI work?
Most companies know why they need GenAI but do not know how to get it right. The hard part is putting the tech in its place — making sure that the work automated works with what is already being done.
Putting it with what already exists
Old ways of doing work do not usually work with GenAI. Firms have trouble putting the info from AI into their ERP, CRM, and data pipelines. Without the right extender for this work, even the best model is wasted.
Cost, moral, and rule issues
Using GenAI takes a lot of money — not only the tech but the right rules about how to do it. Issues such as data bias, following rules, and explaining what happens can become problems very quickly without watching and having policies on AI ethics.
Big Gains from Using GenAI to Run Work
Getting the job done and doing it faster
GenAI makes simple work go faster, such as writing, fixing tickets, making reports, and helping customers. For example, banking firms are using computer programs with AI to close their books 70% faster, saving them time and people power.
How does GenAI make developers work faster?
Developers with GenAI copilots now solve problems in half the time, with uses of computer code, fixing bugs, and doing tests without people. This change makes new work happen faster and makes everyone work more.
Keeping safe, stopping fraud, and following rules
Cyber people use GenAI to look at possible threats, find what does not fit in, and make ways to stop problems. In industries with rules, AI in audits helps follow the rules while making the review 60% shorter.
Speeding up talking and making decisions
Helpers with AI and systems to support decisions let top leaders see what is going on in real time — changing how they decide from just responding to being able to predict. Think about running a test of going into a new market in seconds, using current real data.
Services Techmango Offers with GenAI
Smart planning & info to put in place
Our plan for GenAI starts with a look at if the business is ready. We find ways to automate, plan for the future, and make knowledge bases that allow teams to make faster choices based on data.
What is in the plan for companies with GenAI?
Techmango’s Generative AI Services mean helping build models, putting them into use, and making keep them working — from LLM tuning and prompt design to setting up AI tech and models scaled to use.
Tuning models, prompt design, industry models
We do fine tuning of big language models for use in specific fields like health care, banking, shopping, and moving things. Our custom way makes sure each model has your company’s words, speech, and need to follow the rules.
Putting into place, helping, and keeping going
From trial to working, Techmango has the whole task — including watching the model, finding when it changes, retraining it, and being ready at any time to help make sure it works well, quickly, and safely across your AI.
What is Needed to Make GenAI Work Well and Make it Safe
What do you need to do to make sure GenAI is used safely in companies?
Getting AI to follow rules and be held responsible starts with how clear and responsible AI work is. Every AI output should be easy to explain, be followed, and match what the company’s policies say.
Rules on how to Use GenAI Safely and Fairly
Techmango helps create rules on how to use AI — making rules on how to responsibly do it, how to control who can use it, and how to check it so it is not used wrongly or unfairly. Our way makes safety, privacy, and human supervision part of what happens every time.
Picking the right companies to work with
The right partner means what success is. With years of experience in AI, work flow, and change, Techmango combines tech knowledge with understanding – helping clients use GenAI in a way that makes sense and works well.
In the End: Rewards with Care
As GenAI changes what companies do, its worth is in using it smartly — thinking about using it to help, be safe, and grow.
If companies work with Techmango, they can get scalable, safe, and custom Generative AI Services built to find speed and strength in 2025 and into the future. Whether it is changing how your work is done, helping make decisions, or following the rules, we have the tools and experience to make GenAI work for you, and do it in a smart way.
The real question for today’s leaders is not whether or not they should use GenAI — it is how fast they can put it to use, the right way.