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Generative AI icon representing intelligent software development solutions

Generative AI Development Services

Building Intelligence that Builds Value

Partner with a team that transforms Generative AI from concept to competitive advantage. We help enterprises turn data and ideas into intelligent systems that reduce manual effort, accelerate innovation, and create new revenue possibilities with secure, scalable Generative AI solutions.

120+

Projects Delivered

12+

Generative AI Experts

15+ yrs

Managed Services

Excellent

Trusted by Clients: Rated 4.9 Stars.
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Trusted by Global Enterprises Across Industries
Aegis Softtech Client Reliance
Aegis Softtech Client Tata Consulting Services
Aegis Softtech Client Zydus
Aegis Softtech Client Sterling Hospitals
Aegis Softtech Client Nirma
Aegis Softtech Client Ajio
Aegis Softtech Client efacec

Awards and Appreciation

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Why Enterprises Need Generative AI

Traditional automation has reached its ceiling. It can execute rules, but it can’t reason, create, or adapt.

This creates a prevalent operational and management gap across businesses today. The limits of rule-based systems stop where creative, contextual, or dynamic reasoning begins.

Generative AI fills that gap by bringing intelligence that can draft, design, decide, and learn in real time.

At Aegis Softtech, we don’t build Gen AI solutions because it’s trending. We intend to solve problems that traditional automation never could.

Here’s what that means for vision-driven enterprises:

AI innovation icon representing enterprise adoption of Generative AI solutions
  • Productivity: Automate repetitive documentation, reporting, and content workflows.
  • Personalization: Deliver tailored customer experiences across products and channels.
  • Innovation: Prototype ideas, generate designs, and simulate possibilities faster.
  • Scalability: Build adaptive systems that grow with your business needs.

In short, Generative AI has become a business advantage. And we help enterprises capture that advantage efficiently, without wasting time or budget on over-engineered hype.

Generative AI Development Services We Offer

We build solutions that your current systems can’t: reasoning over messy data, creating net-new content, personalizing at scale, and automating decisions. No compromise with security or governance.

Our team claims measurable results through smart checks, human review, and fine-tuning everything for your business.

Here’s what our generative AI consulting and development services entail:

AI search icon symbolizing Generative Search Integration with Retrieval-Augmented Generation (RAG)

Generative Search Integrations

We implement Retrieval-Augmented Generation (RAG) so users can ask questions in simple English over your internal knowledge and get cited, context-aware answers. We select vector stores (e.g., Pinecone, Weaviate, Milvus, pgvector) based on latency, scale, and deployment model, and strengthen prompts and guardrails for reliability.

It works best for sectors like finance, law firms, recruitment, marketing, or any field that leads with huge internal, confidential data, unavailable on the open web.

AI chatbots for business support

AI Chatbots & Virtual Assistants

Omnichannel assistants for Support, HR, IT, Finance, and Field Ops that resolve first-line queries, escalate correctly, and respect data boundaries. We pair policy-aware prompts with analytics and human oversight to cut response times while preserving accuracy. (RAG + routing beats static FAQs.)

Custom LLM fine-tuning for domain-specific AI models

Custom LLM Development & Fine-Tuning

As part of our custom generative AI development services, we engineer domain-tuned models (GPT, Llama, Claude, Mistral) on your data and policies for higher precision and safer outputs.

If you need your model to internalize brand tone, process rules, and domain jargon, fine-tuning is the way to go. Our experts combine it with accurate retrieval as required. Through custom development and fine-tuning, a law firm slashed contract turnarounds by 70%!

AI text generation and summarization for documentation and reports

Text Generation & Summarization Systems

Automate documentation, release notes, knowledge-base articles, and exec summaries. We add evaluation gates—hallucination checks, confidence scoring, source-linking—and tie outputs to your CMS/KB to keep content current and auditable.

AI copilots and intelligent agents for CRM, ERP, and business automation

AI Copilots & Intelligent Agents

Task-oriented copilots that draft, analyze, and assist with your existing tools, such as CRM, ERP, and Power BI. For agentic workflows, we implement supervision, handoff rules, and cost/ROI gates—the market is noisy and immature, so governance and staged rollouts are critical to avoid “agent-washing.”

AI image and video generation for marketing and media production

Image & Video Generation Pipelines

Diffusion-based workflows to produce marketing visuals, training assets, and design variants with traceability (prompt/version logging). Ideal when creative teams need speed without re-briefing design each time. It’s doing wonders for the entertainment and media industry in branding and marketing aspects.

AI synthetic data generation for safe model training and testing

Synthetic Data Generation

When sensitive data is scarce or restricted, we generate statistically faithful, privacy-preserving datasets for model training and testing. If you are in the healthcare and finance sectors, we can enable you to mitigate re-identification risk while maintaining utility. Our AI developers validate realism, drift, and bias before use.

Custom AI model fine-tuning for domain accuracy and compliance

Domain-Specific Fine-Tuning & Model Customization

We adapt models to your terminology, compliance rules, and workflows, improving factuality and reducing editing time. It’s often the difference between “useful demo” and “production-ready system.” Our experts only recommend fine-tuning, RAG, or a hybrid based on data volatility and budget.

GenAI integration with ERP, CRM, and BI systems for business automation

Enterprise Integrations with ERP, CRM, & BI

We embed GenAI safely into core systems—Dynamics/ERP, CRM, data warehouses, BI—instrument usage/quality metrics, and add MLOps for monitoring and rollback. Faster adoption and steady ROI come with tight integration, and that’s what our team does based on your business objectives.

Want to understand how generative AI can streamline your workflows?
Professional discussing generative AI solutions for business workflow automation

The Tech Stack Behind Our Gen AI Solutions

Behind every Generative AI solution we build lies a tested ecosystem of frameworks, models, and deployment tools. Our technical expertise covers the complete Gen AI stack, from model engineering to secure production deployment.

Build modular and reproducible pipelines with tools that enable faster experimentation and optimized model performance for large-scale enterprises.

PyTorch logo for AI and deep learning framework
PyTorch
TensorFlow logo for machine learning and AI development
TensorFlow
LangChain logo for LLM and chatbot development
LangChain
Hugging Face logo for transformer and NLP models
Hugging Face

Achieve the right balance between compliance, accuracy, and cost as we fine-tune and retrain LLMs and multimodal architectures based on your business requirements.

GPT logo for generative AI and language models
GPT
Claude logo for conversational and AI assistant model
CLaude
Llama 3 logo for open-source large language model
Llama 3
Falcon logo for efficient AI and NLP model
Falcon
Gemini logo for multimodal AI and generative applications
Gemini
Mistral logo for lightweight generative AI model
Mistral

Have secure, low-latency access to your private data through the RAG solutions we implement for knowledge-driven enterprises using vector databases. Offers more contextual and reliable responses.

Pinecone logo for vector database and RAG system
Pinecone
Milvus logo for scalable AI and vector search database
Milvs
Weaviate logo for semantic search and AI database
Weaviate
Chroma DB logo for embedding and AI data retrieval
Chroma DB
FAISS logo for similarity search and vector indexing
FAISS

Streamline recurring integration, testing, and monitoring—

Our deployment stack leverages AWS SageMaker, Azure AI Studio, Google Vertex AI, MLflow, and LangSmith to streamline continuous integration, testing, and monitoring. Whether on-premises or in the cloud, our LLM infrastructure services ensure high availability and lifecycle transparency.

Stay ahead of the evolving AI landscape with advanced agentic frameworks. Develop AI agents capable of autonomous planning, reasoning, and multi-step task execution.

LangGraph logo for building AI agent workflows
LangGraph
Google ADK logo for AI agent development and automation
Google ADK (Agent Development Kit)
Autogen logo for multi-agent AI and autonomous task execution
Autogen
Amazon Strands SDK logo for AI agent integration and development
Amazon Strands SDK

Why Aegis Softtech: Your Generative AI Development Company

Enterprises choose us for precision, depth, and delivery that scales.

Our strength lies in combining domain expertise with a pragmatic approach to building responsible, high-impact Generative AI systems.

Here’s what you get by having us as your generative AI partner:

End-to-End Expertise

Starting with model selection to post-deployment governance, we manage the complete lifecycle to ensure faster rollouts, fewer handoffs, and consistent performance.

Integration-First Delivery

We design solutions that fit into your business. Smooth integration with existing ERP, CRM, and BI ecosystems for real operational impact.

Responsible & Secure AI

Every model we deploy is aligned with ethical guardrails, fairness audits, and compliance frameworks like GDPR, HIPAA, and SOC 2, built for transparency and trust.

Cross-Functional Team Strength

Our AI engineers, data scientists, MLOps specialists, and domain experts work in sync to bridge strategy and execution without friction.

Long-Term Partnerships

Our engagement models focus on continuous improvement, measurable ROI, and scaling AI alongside your business evolution. We are your reliable AI strategy ally committed to building intelligence that lasts.

Problems We Solve with Generative AI

As your generative AI development services company, we follow a customer-first approach to ensure every solution addresses a business challenge and fixes what slows enterprises down.

Over the years, we’ve partnered with organizations across industries and identified recurring challenges that block transformation. We have built Gen AI solutions that successfully solve them.

Content Bottlenecks

Your documentation, reporting, and creative workflows consume valuable time and resources.

Our Solution:

Custom generative AI development services that automate high-effort content creation while preserving tone, context, and compliance.

Lack of Personalization at Scale

The generic automation fails to create meaningful engagement, especially when you want to scale.

Our Solution:

AI copilot development and personalization models that adapt dynamically to customer behavior, enabling one-to-one experiences at enterprise scale.

Unreliable Data Sources

Disconnected or low-quality data limits the intelligence of AI systems.

Our Solution:

Secure RAG implementation services using vector databases (Pinecone, FAISS, Milvus) that unify your internal data and deliver accurate, verified insights.

Limited Decision-Making Capability

Many AI agents can respond, but no reasoning or decision-making prowess.

Our Solution:

Context-aware enterprise AI agents capable of autonomous reasoning, adaptive learning, and informed decision-making with human oversight.

High Operational Costs

Running or training large models demands heavy infrastructure.

Our Solution:

Optimized enterprise generative AI development built for cloud scalability, cost efficiency, and performance without compromising accuracy.

Risk of Bias or Compliance Breaches

Enterprises can’t afford AI that operates without guardrails.

Our Solution:

Responsible AI development grounded in ethical governance and data privacy frameworks aligned with GDPR, HIPAA, and SOC 2.

Discuss your business challenge with our AI experts. We have backed you with custom solutions.
Generative AI expert offering free discovery call for custom business solutions

Industries We Serve

Generative AI is transforming how industries operate—not with experiments, but with measurable outcomes.

At Aegis Softtech, we focus on domains where Generative AI delivers real business value, tangible ROI, and long-term efficiency gains.

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.

Our Team

Harsh Savani - Director & Head of Operations
Harsh Savani

Director & Head of Operations

Rajen Raiyarela - Delivery Head, Aligning Team-Outcomes
Rajen Raiyarela

Delivery Head, Aligning Team-Outcomes

Our Approach From Idea to Rollout

Case Studies: Impact We Have Made

Here’s what happens when a solid process, the right model, and the right partner come together. These projects were shipped, scaled, and delivered.

Scientist using AI tools for accelerated drug discovery and molecular research

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
AI-powered customer support system improving telecom service efficiency

Smarter Support Ops for a Telecom Giant

We deployed Gen AI copilots for agents and automated ticket summaries, helping one telecom leader cut support resolution time by 40%.

Read Detailed Case Study
AI model detecting fraudulent transactions in fintech operations

Real-Time Fraud Detection for a Fintech Platform

Using a fine-tuned model trained on transaction patterns, we helped a fintech client flag and stop fraudulent activity with 96% accuracy.

Read Detailed Case Study

Engagement Models

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

Need focused consulting, audits, validation, or feature builds? You only pay for the time and resources you actually use. We work with you to estimate the effort upfront.

Ideal for teams who want to move fast, test early, and stay in control of budget and scope.

Book a Free Consultation to Find the Best Fit
Business professional offering free generative AI consultation for custom solutions

FAQs

Generative AI development services cover everything from design, fine-tuning, integration, and operating GenAI systems (LLMs, RAG, copilots, agents) that create content, reason over data, and automate processes. Our AI engineers deliver these solutions with security, governance, and MLOps for production use.

Traditional systems follow fixed rules or predictions; GenAI can generate text/code/images and handle complicated, contextual tasks. In practice, we pair predictive ML with GenAI (e.g., RAG + fine-tuning) so outputs are accurate, explainable, and current.

It depends on certain scenarios, such as:

  • RAG: best when content changes often or must cite sources.
  • Fine-tuning: best for brand tone, domain jargon, policy adherence.

Most enterprise builds use a hybrid solution for accuracy and freshness.

  • Frameworks: PyTorch, TensorFlow, LangChain, HF Transformers.
  • Models: GPT, Claude, Llama 3, Mistral, Gemini, Falcon.
  • Vector DBs: Pinecone, FAISS, Milvus, Weaviate, Chroma.
  • MLOps: SageMaker, Azure AI Studio, Vertex AI, MLflow, LangSmith. (On-prem or cloud.)

We use grounded prompts, RAG with citations, constrained decoding, human-in-the-loop evaluation, RLHF, and regression tests on curated datasets—plus ongoing telemetry after launch.

Your project timelines depend on data readiness and scope. Typically, it takes 4-8 weeks for a focused PoC and 8-16+ weeks for a production rollout (integration, security, MLOps).

We align with GDPR/HIPAA/SOC 2 practices, keep customer data segregated, log/audit model activity, and support on-prem or private-cloud deployment. IP for prompts, code, and fine-tuned weights can be contracted to the client.

Yes, via secure APIs and connectors. Most value appears when GenAI is embedded in the tools your teams already use—CRM case notes, ERP docs, BI insights.

A copilot assists inside apps (drafts, summaries, insights). Agents can plan and take multi-step actions with guardrails (handoffs, approvals, cost limits). Roll-out happens in stages with governance.

Common wins result in 30–60% faster documentation/search, 20–40% lower Tier-1 support load, faster reporting/compliance cycles, and time back for higher-value work. The results vary by data quality and integration depth.

The entire process becomes smooth and uninterrupted if you can define a high-value use case, grant access to representative data, identify success metrics, and pick a pilot surface (where users already work). We ensure this is done in the initial phases of Gen AI development. Also, a readiness check on data/infrastructure de-risks the PoC.

Latest Insights

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.