Why businesses need GenAI development services

71% of companies have already implemented generative AI in at least one core function. But most of them rely on cheap SaaS products that handle only surface-level tasks (or just ChatGPT). The reality is that these tools barely scratch the surface of what’s possible. Most businesses are unaware of generative AI’s true capacity to transform entire content creation, sales, marketing, customer service, and decision-making processes. That’s where you need a custom-built internal tool that fits your business, not an off-the-shelf product designed for the masses.
Seamless workflow automation
We’re able to mold your GenAI system around your exact workflows, which eliminates the exact repetitive tasks and bottlenecks you deal with everyday. These solutions integrate deeply, scale with you and your team, and free up their time.
Personalization at scale
Generic tools stop at surface-level recommendations. Custom generative AI personalizes content, offers, and interactions using your unique customer data, creating hyper-relevant experiences that boost engagement and loyalty across every touchpoint.
Actionable business intelligence
Run-of-the-mill AI dashboards only tell you what you already know. A tailored solution generates predictive insights aligned to your KPIs, giving you the foresight to make sharper, faster business decisions.
Future-proof scalability
Off-the-shelf platforms break once your needs get too complicated. Custom-built generative AI scales effortlessly, supporting higher data volumes, broader use cases, and more demanding environments without forcing you to switch systems mid-growth.

Are you missing opportunities with generative AI?

Does leadership actually know how to operationalize GenAI?

The number one problem I see is companies treating generative AI like a novelty. They pilot tools in silos, but never connect them to core processes. The real fix is rethinking how the business itself runs when AI becomes the foundation, not the add-on.

Let’s talk
Let’s talk

Book a call with our team today!

01
Do customers complain about slow or inconsistent support responses?
02
Are repetitive manual tasks eating up employees’ time?
03
Is your content creation process expensive, slow, or hard to scale?
04
Do off-the-shelf AI tools feel too generic for your needs?
05
Are you struggling to extract real insights from your business data?
06
Do competitors seem faster at innovating and adapting than your team?

How generative AI transforms BizOps

Innovate faster with our generative AI development services

Despite all the hype, between 70 and 85 percent of AI projects fail. That includes generative AI. The biggest reason? Companies assume the technology will magically “know what to do.” It doesn’t. If you ask ChatGPT to write a blog or code, the output is weak. When that happens, teams lose confidence, adoption drops, and those who stick with it waste more time prompting the AI than actually working.

Our approach fixes this problem. We build systems trained on your internal data and designed around your exact requirements. That makes them uniquely effective for your business and no one else’s. The result is a true competitive advantage, driving faster innovation in sales, marketing, customer experiences, contracting, and even product development.

80%
of enterprises say Generative AI will significantly impact productivity across departments.
Microsoft
67%
of executives plan to increase investment in GenAI over the next 12 months.
McKinsey
60%
of GenAI pilots fail to scale due to lack of strategy, governance, or infrastructure.
Gartner
75%
of leaders believe GenAI will redefine competitive advantage in their industry.
BCG

The new foundation of business intelligence and automation

Find out how generative AI can transform your workflows, sharpen decisions, and unlock new growth opportunities.
Let’s talk
Let’s talk

Book a call with our team today!

experience-the-next-frontier-of-ai

Our generative AI expertise

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our-expertise-in-generative-ai
Let’s talk
Let’s talk

Book a call with our team today!

End-to-end AI development
We design, build, and deploy generative AI solutions from start to finish. That means you get more than a model. You get a fully functioning tool built to drive measurable results in your business.
Data pipelines and engineering
We build pipelines that clean, structure, and flow your business data into models, ensuring accuracy, reliability, and scalable performance from day one.
Enterprise API integrations
We integrate generative models seamlessly into CRMs, ERPs, CMSs, and other enterprise systems so they become a natural, embedded part of daily operations.
Custom AI UX design
AI isn’t valuable if it’s hard to use. We design intuitive interfaces and workflows that make generative AI tools easy for employees and customers to adopt, improving usability and impact.
Responsible AI governance
Compliance, bias mitigation, and data governance are part of every project. You can innovate responsibly, protect your brand, and stay aligned with evolving legal and ethical standards.
Strategic AI consulting
We align AI development to your broader business goals, helping you prioritize use cases, plan investments, and build generative AI capabilities that generate lasting advantage.
LLMs and multimodal models
We work with advanced language and multimodal models that handle text, images, audio, and more. This allows you to solve diverse business challenges with the most capable technologies available.
Fine-tuning and reinforcement learning
Your model is fine-tuned with your internal data and apply reinforcement learning techniques to optimize results, making outputs consistently relevant and aligned to your unique workflows.
Scalable MLOps infrastructure
We set up production-ready MLOps pipelines, monitoring, and deployment environments, so your generative AI performs reliably under real-world loads and evolving requirements.
Industry-specific expertise
We bring domain knowledge across finance, healthcare, ecommerce, SaaS, and more, building solutions that match your context rather than generic, one-size-fits-all AI implementations.
Post-launch optimization
Afer launch, we monitor, retrain, and refine models as your data grows and your business changes, keeping your generative AI tools relevant, accurate, and effective over time.

Our generative AI development process

Why Influize is the Gold Standard of custom GenAI development

Full-stack delivery
From strategy to deployment, every stage of development is handled under one roof, ensuring nothing slips through the cracks and every component works together seamlessly.
Collaborative process
Projects move forward with joint ownership. Teams stay aligned through open communication and shared decision-making, producing tools that fit naturally into existing workflows and drive real adoption.
Custom + scalable architecture
Solutions are designed for the specific needs of today while built on infrastructure that scales easily, avoiding brittle prototypes or systems that collapse under enterprise demand.
Transparency in cost and performance
Budgets and outcomes are clear from the start. Every deliverable is tied to measurable impact, ensuring investments in generative AI remain predictable, trackable, and tied directly to business results.

About our team

Together, our team of 150+ AI specialists has delivered custom generative AI solutions for more than 1,600 clients worldwide, helping businesses transform operations, accelerate growth, and unlock new competitive advantages.
21+
Years of expertise
40+
Countries served
150+
Tech experts on-boards
1600+
Happy clients
2500+
Projects delivered

Our AI automation stack

Prompt Engineering & Templates

lang-chain
LangChain
prompt-layer
PromptLayer
flowise
Flowise
prompt-base
PromptBase

Data Collection & Curation

beautiful-soup
BeautifulSoup
common-crawl
Common Crawl
hugging-face-datasets
Hugging Face Datasets
pinecone
Pinecone

Model Selection & Fine-Tuning

hugging-face-transformers
Hugging Face Transformers
lora
LoRA
peft
PEFT
open-ai
OpenAI

Text/Image/Code Generation

dall-e
DALL·E
stability-ai
Stability AI
claude
Claude
github-copilot
GitHub Copilot

RAG & Tool Augmentation

lang-chain-agents
LangChain Agents
llama-index
LlamaIndex
faiss
FAISS
open-ai
OpenAI

Evaluation & Alignment

human-eval
HumanEval
trulens
Trulens
red-teaming-scripts
Red teaming scripts

Application Development & APIs

fast-api
FastAPI
streamlit
Streamlit
vercel
Vercel
gradio
Gradio

Monitoring, Feedback & Optimization

langfuse
Langfuse
weights-biases
Weights & Biases
open-ai-telemetry
OpenAI Telemetry
honeycomb
Honeycomb

Guardrails, Compliance & Versioning

guardrails-ai
Guardrails AI
rebuff
Rebuff
zure-content-safety
Azure Content Safety
hugging-face-hub
Hugging Face Hub
Latest Reels

Diversified expertise across the latest and greatest in AI

GPT-5
logo gpt
Enterprise-grade reasoning and content generation for complex workflows.
Claude Opus 4.1
logo claude
Advanced coding, analysis, and safety make it the trusted choice for regulated industries.
Gemini 2.5 Pro
logo google
Multimodal text, image, and audio, ideal for creative and research teams.
Grok 4
logo dall-e
Real-time reasoning with web knowledge that’s great for developers and fast insights.
Qwen 3 Max
logo vicuna
Massive context capacity, perfect for enterprises handling large document workflows.
Mistral Large 2
logo mistral
Open-weight flexibility that’s excellent for coding, iteration, and open source adoption.
LLaMA 3.1
logo lama
Open and adaptable for startups, researchers, and developers.
DALL-E 3
logo dall-e
High-quality image generation for marketing, design, and creative content.
Stable Diffusion XL
logo deepseek
Open-source visual generation for cost-effective, customizable image applications.
Phi-2
logo whisper
Lightweight and efficient; best for embeddings, small deployments, and low-cost scaling.
DeepSeek V3
logo stable
Multilingual, efficient, open source, and designed for global enterprise and research teams.
Gemini Ultra
logo phi
Ultra-scale multimodal intelligence tailored for R&D and future product roadmaps.

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We can build GenAI into anything

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ai-powered notetaker - record. transcribe. execute.

AI-Powered Notetaker - Record. Transcribe. Execute.

ai assistant for tasks, emails, and schedules

AI assistant for tasks, emails, and schedules

ai doctor consultation app

AI doctor consultation app

NLP development pricing models

01
Fixed pricing
Best when the project scope is clearly defined upfront. Fixed pricing gives you cost certainty, but it’s less flexible if requirements change. Ideal for pilots, proofs of concept, or one-off deliverables.
02
Dedicated AI development team
You get a team of generative AI developers that works exclusively on your projects, functioning like an internal department. Best for long-term initiatives, continuous AI development, and companies with evolving needs that require consistency.
03
Outsourced managed delivery
The agency owns end-to-end delivery, from planning to deployment. Perfect if you lack in-house expertise or bandwidth and want to offload responsibility while still ensuring results at scale.
04
Time and materials
Pricing is based on actual hours and resources used. This model suits projects with uncertain scope, ongoing experimentation, or R&D where flexibility and iteration matter more than predictable costs.

Precision, accuracy, and AI tools to future-proof your business

Domain-specific model fine-tuning
Models fine-tuned on your proprietary data deliver outputs that mirror your industry language, compliance needs, and unique business context with far greater precision than generic AI tools.
Automated quality assurance pipelines
Automated pipelines continuously validate outputs, catching inconsistencies early, ensuring accuracy, and reducing the risk of flawed results reaching customers or internal stakeholders.
Bias detection and governance frameworks
Built-in frameworks proactively detect and mitigate bias, helping safeguard compliance, maintain fairness, and protect your company’s reputation across all AI-driven decisions.
Scalable MLOps infrastructure
MLOps frameworks enable seamless scaling of generative AI systems, maintaining speed, accuracy, and reliability while workloads and data volumes grow over time.
Advanced monitoring and retraining loops
Monitoring systems track performance in real time and automatically retrain models, ensuring they adapt to new data and stay consistently accurate.
Multimodal intelligence integration
Combining text, image, and structured data allows more precise, context-rich outputs that strengthen decision-making across operations, customer experiences, and product development.

Why choose us

image
Influize delivered! The team built a robust eCommerce strategy, delivering outstanding UX and website design, driving exceptional sales and engagement.

Rachael Warren

Digital Director - NatruSmile

image
Influize’s talented team crafted bold branding, intuitive UX, and a modern website for Car.co.uk , boosting engagement and digital presence.

Will Fletcher

CEO - Car.co.uk

Influize boosted our Instagram from 10k to nearly 100k across five campaigns. Professional, trustworthy, and easy to work with, I highly recommend them to other businesses.
Rob Cammish
Managing Director - Total K9
Influize delivered outstanding design and development for Trader’s platform, creating a sleek, user-friendly car auction marketplace. Their innovative approach boosted engagement and efficiency.
Anthony Sharkey
Operations Director - Trader.co.uk
Influize provided strategic direction and exceptional UX design for Domains.co.uk’s new projects, modernizing our platform and boosting engagement. Their innovative approach was outstanding.
Steven Jackson OBE
Director - Domains.co.uk
Influize's strategy skyrocketed L’ANZA’s Instagram growth, adding 50,000+ followers this year. Their celebrity influencer network boosted brand awareness and sales. Excited to keep using them!
Michael Lindbloom
Social Media Manager - Lanza
Influize boosted our Instagram from 10k to nearly 100k across five campaigns. Professional, trustworthy, and easy to work with, I highly recommend them to other businesses.
Rob Cammish
Managing Director - Total K9
Influize delivered outstanding design and development for Trader’s platform, creating a sleek, user-friendly car auction marketplace. Their innovative approach boosted engagement and efficiency.
Anthony Sharkey
Operations Director - Trader.co.uk

GenAI development case studies

Meet with our generative AI experts today

Even if you match a competitor on product, you don’t share the same systems, workflows, or organizational culture. That’s why every generative AI development package is built uniquely for you. And it’s why we have to schedule a meeting before moving forward.

What you’ll get out of the call

We’ll review your scope, current processes, and goals to identify where generative AI creates the biggest impact. At minimum, you’ll walk away knowing costs, timelines, and the potential role AI can play.

  • Clear understanding of project scope and feasibility
  • Transparent pricing and budget ranges for development
  • Practical insight into where AI fits within your business

Now, fill out the form with your project goals, challenges, and any data sources you’d like us to consider. We’ll review everything before your consultation so the call is as productive as possible.

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FREQUENTLY ASKED QUESTIONS

What is generative AI development?

Generative AI development is the process of designing, building, and deploying systems that can create new text, images, code, audio, or insights based on training data and commands.

Unlike off-the-shelf tools, custom-developed solutions are built around your business goals, workflows, and data. That means instead of getting generic results, you get ones that are completely aligned with your processes, deliver measurable impact, and integrate seamlessly into how your team works.

How can generative AI benefit my business?

Generative AI helps you save time, reduce costs, and innovate faster. It automates repetitive tasks, personalizes customer experiences, and generates high-quality content and insights at scale.

It also speeds up the creative and problem-solving aspects of knowledge work. With artificial intelligence doing most of the heavy lifting, teams can brainstorm, design, and solve complex challenges a lot more effectively.

Do you build custom generative AI models?

Yes. Custom generative AI models are built and fine-tuned using your proprietary data, workflows, and requirements. This means they produce outputs that reflect your brand voice, industry standards, and compliance needs instead of generic responses.

Our process starts with discovery and data assessment, where we identify the use cases that matter most to your business. We then prepare and structure your data, select the right model architecture, and fine-tune it so results are accurate, reliable, and context-aware.

Finally, we integrate the model into your existing systems so that it becomes a seamless part of your daily operations.

Can you develop text, image, and video generation tools?

Absolutely. Generative AI isn’t limited to text alone. We’re able to develop systems that create high-quality written content, marketing images, and even training or product videos.

Text generation can power customer support, sales enablement, or internal documentation. Image generation supports design, advertising, and product visualization. Video generation helps with training, tutorials, or customer engagement campaigns.

What industries benefit most from generative AI?

Generative AI is transforming nearly every sector, but the strongest results we’re seeing are showing up in industries where creativity, automation, and data-driven decisions drive success. That includes SaaS, ecommerce, healthcare, financial services, media/entertainment, and manufacturing.

Can you create chatbots and virtual assistants with generative AI?

Yes. Instead of spitting out canned responses, GenAI chatbots and virtual assistants understand context, adapt to different situations, and learn from your business data. That means they can answer complex customer questions, guide purchases, and even handle internal requests like HR inquiries or IT support tickets.

For customer-facing use cases, a generative AI chatbot can deliver 24/7 support that feels human, personalizing recommendations and resolving issues without long wait times. For internal use, virtual assistants can automate workflows, surface knowledge, and free your employees from repetitive, time-consuming tasks.

Do you offer fine-tuning of pre-trained AI models?

Yes. Fine-tuning takes a pre-trained model like GPT, Claude, or LLaMA and adapts it using your business data. This makes the AI much more accurate for your use cases, whether that’s writing in your brand voice, handling industry-specific terminology, or generating outputs that meet compliance standards. If you don’t need something fully custom, we can do this for you.

What frameworks and platforms do you use for generative AI?

We work with leading frameworks like PyTorch, TensorFlow, and JAX for building and training models, while leveraging Hugging Face for model access and experimentation. For deployment, we use cloud platforms such as AWS, Google Cloud, and Azure to ensure scalability and reliability.

Do you provide ongoing support after development?

Yes. Most clients choose to keep us on retainer after launch for this exact reason. With ongoing support, your tools stay accurate, secure, and aligned with new opportunities. A retainer means you have a dedicated partner ready to refine models, update integrations, and ensure long-term performance without needing to rebuild from scratch.

Can you build generative AI tools for content creation?

Yes. Our team develops generative AI systems designed specifically for content creation. The process starts with understanding your goals (e.g., marketing copy, product descriptions, or long-form assets) and then training the AI on your brand voice, guidelines, and industry data.

How much does generative AI development cost?

The cost of generative AI development depends on scope, complexity, and the level of customization required.

A small proof of concept can start around $10,000, while enterprise-grade systems with fine-tuned models, integrations, and MLOps infrastructure can reach $500,000 or more.

What matters most is clarity around goals and requirements. Once we define scope together, you’ll get transparent pricing tied directly to deliverables.

Can you integrate generative AI with cloud platforms?

Yes. Generative AI systems can be fully integrated with AWS, Google Cloud, and Microsoft Azure. This is what allows your tools to scale reliably, connect with existing infrastructure, and leverage secure data environments.