Generative AI Development Services
Clean, Clear & Not Just Hype
Gen AI is moving fast. You’re under pressure to move faster, with no room for error.
Maybe it’s time to move smarter. With over 20 years of engineering experience, the team at Aegis takes you from idea to production with custom solutions built around your data and operations. Whether it's copilots that cut hours or agents that lighten the load, we create Gen AI services that work cleanly, clearly, and without the noise.
For over two decades, Aegis has helped startups, scale-ups, and global enterprises turn complex tech into practical outcomes. Our generative AI partnerships span industries and geographies. Here are just a few of the companies we've worked with:
Why Trust Aegis for Generative AI Development Services
As an entrepreneur, you see Gen AI making daily headlines, transforming industries, and creating new winners. Want your business to be one of them? It takes more than a great model. You need a partner who’s accountable, a team that knows what to build, how to build it, and how to make it deliver.
At Aegis, we bring:
Full-Cycle AI Development Services
Everything is handled in-house, from strategy and model tuning to deployment and system integration, with zero outsourcing.
Domain-Aligned Solutions
We don’t drop in generic models. We tune Gen AI to your data, workflows, and how your business operates.
Enterprise-Grade Execution
Whether you need secure deployments, audit trails, or role-based access, we build to match your compliance, performance, and IT standards.
Flexible Ways to Work
Start with a pilot project, bring in
Gen AI consultants or developers to support your team, or scale with a fully dedicated unit; we adapt to your roadmap.
Ongoing Support
Our team stays hands-on with monitoring, fine-tuning, and helping you evolve your Gen AI as your needs grow.
End-to-End Generative AI Services We Offer
From strategy to deployment, we build AI solutions that integrate with your systems, reflect your business logic, and evolve with your needs. Every service we offer is designed to deliver outcomes.
Generative AI Consulting & Strategy
We start by asking the right questions, and only then start building. Our consulting aligns Gen AI efforts with business objectives, identifying where automation, augmentation, or custom models make the most impact.
Generative AI Model Development
Need full control over how your model behaves? We develop custom LLMs or fine-tune existing ones to meet strict performance, tone, or compliance needs.
Generative AI Integration Services
We build AI that fits inside your business, not outside it. We ensure smooth integration across your stack, from CRMs and ERPs to custom APIs.
Chatbot & AI Agent Development
We build bots that know your business, from internal copilots that assist teams to support agents that resolve queries with context and speed.
LLM Testing & Fine-Tuning
Not all AI output is usable. We test for real-world accuracy, reinforce results with human feedback loops, and fine-tune to match business logic.
Knowledge Base Development
We turn your content, documents, and internal data into structured knowledge systems powered by Gen AI that are searchable, summarized, and usable on demand.
AI Model Training & Maintenance
Models drift. We make sure yours don’t. Our team provides scheduled retraining, usage-based optimization, and change management as your business evolves.
Drop us a note at hs@aegissofttech.com, and we’ll reply within 24 hours.
Generative AI Solutions for Industry-Specific Challenges
Regardless of industry types, our Gen AI developers build services that fit yours. Solutions grounded in your systems and aligned to your workflows.
| Industry | How We Apply Gen AI |
| Healthcare | Patient summary generators, clinical note automation, and AI-driven intake assistants |
| Fintech & Banking | Risk scoring copilots, fraud detection, compliance support, personalized financial advice |
| Retail & eCommerce | Product content at scale, personalized recommendations, campaign creatives, and smart FAQs |
| EdTech | AI tutors, assessments, real-time feedback tools, syllabus generators |
| Telecom | Support ticket triage, AI-powered troubleshooting, predictive maintenance, and chatbot automation |
| Manufacturing | Predictive maintenance reports, generative design models, parts catalog optimization |
| Automotive | AI service manuals, diagnostics assistants, driving simulations, design workflows |
| Logistics | Shipment tracking updates, route optimization, and warehouse automation |
| Legal Services | Document drafting, case summarization, legal research support, litigation strategy tools |
| Energy & Utilities | Grid performance modeling, outage prediction, energy usage optimization |
| Media & Entertainment | Scriptwriting, visual generation, music production, and AI-assisted editing |
| Marketing & Advertising | Campaign copy generation, market insights, ad variation testing |
| Real Estate | Virtual staging, property layout suggestions, and trend prediction for buyer behavior |
Our Gen AI Tech Stack & Model Expertise
Everyone’s chasing Gen AI, but only a few know how to make it work inside real systems. We do. We build with the models and platforms that help you move fast without losing control.
Models We Work With
We don’t force-fit one model. We pick what’s right for your use case, whether that’s performance, cost, privacy, or multilingual capability.
Models in our toolkit: GPT-4/GPT-3 (OpenAI), Claude (Anthropic), Gemini (Google), PaLM 2 / Bard, LLaMA (Meta), Mistral, Cohere, Turing-NLG, ERNIE
Frameworks We Build With
Our engineers work across leading Gen AI frameworks to move fast, experiment safely, and deploy with confidence.
Frameworks we use: LangChain, Hugging Face Transformers, TensorFlow, PyTorch
Platforms for Deployment & Integration
We deploy Gen AI into your existing ecosystem using proven platforms that balance flexibility with enterprise-grade controls.
Go-to platforms: Azure OpenAI, AWS SageMaker, Google Vertex AI, Hugging Face Hub
Monitoring, Safety & Guardrails
Gen AI at scale needs more than performance — it needs oversight. We use advanced tools to debug, monitor, and enforce safe output behavior.
Tools in our stack: LangSmith, GuardRails AI, Phoenix, LLM Guard
Vector Databases for Memory & Retrieval
When your Gen AI needs long-term memory or document retrieval, we use vector DBs built for scale, speed, and RAG applications.
What we integrate: Pinecone, ChromaDB, Weaviate, MongoDB
Cloud Providers We Trust
We run everything inside secure, enterprise-ready cloud platforms. You choose your cloud — we make it work.
Supported clouds: AWS, Azure, Google Cloud
Our Process: From Idea to Rollout
Knowing the tools is one thing. Getting Gen AI into production is another. Too many projects stall in planning or tuning. We’ve built a process that gets you to production faster, with fewer handoffs and more clarity.
Define the Why
We start with the problems your teams actually face, not a wishlist of features. Together, we map out what success looks like and where Gen AI fits in.
Scope the Data
We dig into what data you have, what’s missing, and what’s usable. If it isn’t clean, structured, and relevant, we don’t build on it.
Pick or Build the Right Model
Whether it’s GPT-4, LLaMA, or a lightweight fine-tuned option, we select the model that fits your use case, not just what’s trending.
Train & Tune
We train on your domain data and workflows, then fine-tune the model to speak your language and deliver your results.
Test in the Wild
We don’t just benchmark. We stress-test the model with real users, messy inputs, and edge cases until it works reliably in your systems, with your data, and your users.
Optimize & Iterate
Based on test data and feedback, we retrain, adjust prompts, or refine architecture to improve accuracy and response quality.
Deploy Inside Your Stack
We deploy the working model into your systems, with hooks into your apps, APIs, CRMs, or internal tools, wherever it needs to live.
Monitor & Support
Launch is not the finish line. We stay in the loop to monitor usage, handle drift, and keep the model evolving with your business.
Gen AI in Action: Use Cases That Delivered
Here’s what happens when a solid process, the right model, and the right partner come together. These projects were shipped, scaled, and delivered.
Accelerated Drug Discovery for a Pharma Firm
A top pharma firm used our Gen AI-powered research assistant to analyze molecular data and surface viable compound targets, reducing R&D cycles by 30%.
Read Detailed Case Study
See What Our Clients Say
Don’t just take it from us. Here’s what our clients say about working with Aegis on real Gen AI projects.
We’d been sitting on years of clinical research data with no practical way to use it. Aegis turned that into a working Gen AI system that’s already helping our scientists move faster, without compromising accuracy.
Every vendor pitched AI. Aegis delivered it. Their team helped us move from pilot to production in six weeks, with clear checkpoints and zero surprises.
The copilots Aegis built have taken 3–4 hours of manual analysis off our engineers' plates daily. That kind of ROI is rare and repeatable.
Flexible Engagement Models That Fit Your Roadmap
Whether you're building from scratch, scaling fast, or need expert support plugged into your team, we offer engagement models that work around your goals.
Fixed Monthly Pricing
Bring in dedicated AI talent, including architects, developers, QA, or project managers at a flat monthly rate starting at $2,500.
Best for long-term projects where consistency and team alignment matter.
Staff Augmentation
Need Gen AI expertise without the overhead? Our engineers and AI specialists embed directly into your team, working within your processes and tools.
Ideal when you want to scale fast without stretching your core engineering bandwidth.
Flexible On-Demand Engagement
Ideal for teams who want to move fast, test early, and stay in control of budget and scope. We work with you to estimate the effort upfront.
Whether you need focused consulting, audits, validation, or feature builds, you only pay for the time and resources you actually use.
FAQs
We look at your actual goals and pain points, not just where Gen AI could fit. If automation, content generation, or decision support isn’t your bottleneck, we’ll point you to a better alternative.
It depends on scope, not buzzwords. Projects can start as low as a few thousand dollars for pilots and scale with model complexity, integration needs, and support. We always define scope and pricing upfront.
No. Some of the best Gen AI use cases start with small, focused datasets. We help you identify what's usable, what needs cleanup, and whether off-the-shelf models can be fine-tuned instead.
Yes. We design for compatibility, whether you use Salesforce, SAP, Notion, or something custom. Our team handles everything from API integration to access control.
We don’t walk away at deployment. Our team stays involved with model monitoring, performance tuning, security updates, and feature evolution as your needs change.
Always. We follow strict access controls, work within secure environments, and can deploy everything inside your cloud if needed. Your data never becomes ours.
Generative AI, or GenAI, is defined as a form of artificial intelligence (AI) that produces original content, including images, videos, and text materials. Generative AI analyzes existing data patterns through algorithms to create new content from these learned patterns.
The healthcare industry is undergoing a massive transformation with the advancement of generative AI in healthcare. The continuous development of artificial intelligence (AI) makes generative AI a key tool that enhances healthcare practices, handles administrative functions, and accelerates medical research.