20+
years delivering business impact with tech & AI
300+
AI Solutions Built, Across Finance, Healthcare, Retail, and More
200+
Product-Led Startups and Global Enterprises Trust Us
From Vision to Execution: Full-Cycle AI Development That Delivers
End-to-end AI engineering that turns your strategy into secure, scalable solutions.
From core model development to GenAI agent deployment and infrastructure automation, our AI development teams help you build enterprise-grade applications designed for scale, performance, and real-world impact. Whether you’re creating AI-native products or enhancing legacy systems, we deliver development that works, fast, secure, and future-ready.
Build AI-powered software tailored to your workflows and goals.
We design and develop AI-first applications from the ground up, optimized for performance, explainability, and business value.
Align AI with business priorities and build a future-ready roadmap.
Solves:
Generic tools, poor model adoption, integration hurdles
Best For:
Product leaders, innovation teams, CTOs
Turn repetitive tasks into intelligent automation with GenAI agents.
From customer support copilots to HR and ops assistants, we build agents that interact, reason, and execute with minimal human intervention.
Solves:
Manual SLAs, slow decisions, scalability gaps
Best For:
Ops heads, CX leaders, platform architects
Go beyond generic models with AI that understands your business.
We train and fine-tune models on your proprietary data, boosting accuracy, reducing hallucinations, and aligning predictions with your goals.
Solves:
Irrelevant outputs, hallucination risks, lack of domain intelligence
Best For:
Product teams, domain experts, data science leads
Embed intelligence into every business process.
We develop automated, AI-augmented workflows to eliminate bottlenecks, accelerate decisions, and enhance cross-team collaboration.
Solves:
Operational drag, human error, disconnected systems
Best For:
COOs, department heads, digital transformation leaders
Build predictive and prescriptive ML models from the ground up.
We engineer high-performance models using classical ML and deep learning, designed for accuracy, explainability, and production-readiness.
Solves:
Poor accuracy, black-box outputs, model fragility
Best For:
Data teams, analysts, ML product managers
Deploy, monitor, and scale models with zero guesswork.
We build robust MLOps pipelines that automate model lifecycle management, ensuring traceability, reliability, and governance at scale.
Solves:
Technical debt, deployment friction, model decay
Best For:
DevOps, platform engineering, AI infrastructure teams
Build a foundation that fuels accurate, responsive AI.
We unify, clean, and structure your data for AI-readiness, powering RAG, semantic search, and enterprise knowledge systems.
Solves:
Data silos, poor recall, messy inputs
Best For:
Data engineers, CIOs, architecture teams
Modernize your tech stack for next-gen intelligence.
We refactor legacy apps and integrate GenAI across SaaS, ERP, and custom tools, without disrupting business continuity.
Solves:
System fragmentation, vendor lock-in, replatforming pain
Best For:
CTOs, system integrators, cloud architects
Develop AI solutions that are trusted, compliant, and fair.
We embed governance into development, from design to deployment, ensuring your AI meets regulatory, ethical, and organizational standards.
Solves:
AI risk exposure, compliance anxiety, lack of oversight
Best For:
Risk officers, compliance leads, enterprise governance
Choose the right model, backed by real-world metrics, not just hype.
Whether you’re selecting between open-source LLMs, commercial APIs, or fine-tuned custom models, we help you validate what works best for your use case, before you commit. Our benchmarking services provide data-driven clarity to guide architecture, licensing, and deployment decisions.
Solves:
Model ambiguity, vendor lock-in risk, mismatched expectations, wasted infra spend
Best For:
AI product owners, data scientists, enterprise platform teams, procurement stakeholders
Programming Languages, Frameworks & Libraries
Production-grade engineering from prototype to enterprise deployment.
- Languages: Python, Golang, Node.js, TypeScript, JavaScript
- Frameworks: FastAPI, Django, Flask, Express.js, ReactJS
- Libraries: Pandas, NumPy, OpenCV, LangChain, LlamaIndex
- ML/AI Toolkits: PyTorch, TensorFlow, Scikit-learn, XGBoost, LightGBM, CatBoost
Foundation & Generative AI Models
Model-agnostic expertise, fine-tuned to your domain.
- LLMs & APIs: GPT-4, Gemini, Claude 3, LLaMA 2, Mistral, Mixtral, Cohere, Jurassic
- Vision & Media Models: DALL·E 3, Midjourney, Stable Diffusion, StyleGAN3, BigGAN
- Speech & Multimodal: Whisper, LLaVa, Bark, MuseGAN
- Customization: LoRA, QLoRA, RAG pipelines, fine-tuning on proprietary data
- Eval & Testing: EvalGen, LangSmith, PromptBench
MLOps & Model Lifecycle Management
From dev to deployment to drift monitoring, governed AI that performs.
- Lifecycle Tools: MLFlow, Weights & Biases, DataRobot, H2O.ai, Dataiku, Neptune.ai
- Cloud-native MLOps: AWS SageMaker, Azure ML, Google Vertex AI, Databricks ML
- Model Governance: ISO 42001-aligned workflows, model cards, traceability
API Integrations & Ecosystem Connectivity
Plug AI directly into your enterprise workflows, securely and seamlessly.
- GenAI APIs:OpenAI, Azure OpenAI, Google PaLM & Vertex AI, Amazon Bedrock
- Integration Platforms: Boomi, MuleSoft, Kafka, GraphQL, RESTful APIs
- Custom AI API Wrappers:CrewAI, AutoGen, LangGraph
Visualization, BI & AI Interaction
Make AI insights accessible, actionable, and impactful.
- Dashboards & BI:Power BI, Tableau, Looker, Google Data Studio
- Custom Interfaces: Streamlit, Plotly, Dash, Altair, Bokeh
- Agent UI/UX:Chatbot shells, embedded widgets, conversational flows
Cloud, Containers & CI/CD for AI
Elastic, cost-optimized infrastructure with multi-cloud delivery confidence.
- Clouds: AWS (EC2, Lambda, S3), Azure (VMs, App Services), GCP (Cloud Run, App Engine)
- Containers: Docker, Kubernetes, Helm, Elastic Beanstalk, Heroku
- DevOps & Infra as Code: Terraform, GitHub Actions, Jenkins, Azure DevOps
Is This You?
You’re not just exploring AI, you’re ready to build something real.
You know the hype. You’ve read the whitepapers. But what you need now is a partner who can help you architect, engineer, and launch AI solutions that actually work, inside your systems, aligned with your business, and ready for scale.
We work with leaders who are ready to turn bold ideas into production-grade AI.
You might be:
Whether you’re building your first AI-powered feature or embedding LLMs into your enterprise platform, if you need a development team that’s fast, focused, and future-ready, you’re in the right place.
AI Development Accelerators for Speed, Scale & Certainty
Faster builds. Pre-tested frameworks. Production-ready from day one.
Our AI development services are powered by proven, IP-led accelerators that dramatically reduce build time, minimize risks, and ensure success in real-world environments. Whether you’re building your first AI MVP, embedding copilots into workflows, or scaling custom LLMs, we help you develop with confidence and velocity.
Each accelerator is seamlessly embedded into our development lifecycle, giving you:
AI Development Challenges, and How We Solve Them
From hyper-growth startups to large-scale enterprises, building impactful AI solutions requires more than coding models. Success depends on the right data foundation, scalable infrastructure, and bulletproof deployment. Our AI development services are designed to solve the most pressing technical and operational barriers, end-to-end.
Stuck at Ideation, No Working MVP
Common with
Innovation teams, digital labs, and early adopters
What You Face
No dev bandwidth, unclear architecture, or endless prototyping cycles
How We Help
- Deliver rapid PoCs and MVPs using our mAITRYx™ accelerator
- Apply modular, pre-tested components to reduce build time
- Guide your team from design to deployment with low friction
Ideal For
Product leads, startup CTOs, heads of innovation
Models Built, But Not in Production
Common with
ML teams or consultants who stop at code delivery
What You Face
No CI/CD, model drift, shadow AI, or blocked releases
How We Help
- Implement scalable MLOps pipelines (model versioning, monitoring, rollback)
- Enable auto-scaling, retraining, and governed deployment
- Ensure seamless integration into production workflows (via Boomi, Azure, GCP, etc.)
Ideal For
DevOps, ML engineers, platform architects
Fragmented Data, Bad Input Quality
Common with
Enterprises with hybrid tech stacks or legacy systems
What You Face
Dirty data, data silos, or input mismatches for models
How We Help
- Modernize your data pipeline with AI-ready infrastructure (lakehouse, vector DBs)
- Integrate across SaaS, on-prem, and cloud systems with Boomi
- Enrich, cleanse, and structure data for effective modeling
Ideal For
Data platform leads, solution architects, AI developers
Non-Transparent, Biased, or Risky Models
Common with
Regulated industries, public-facing applications
What You Face
Black-box AI, fairness issues, lack of explainability
How We Help
- Apply SHAP, LIME, and other explainability frameworks
- Build with Responsible AI guardrails (ISO 42001, audit trails, consent tracking)
- Integrate human-in-the-loop workflows for critical decisions
Ideal For
Compliance teams, product owners, regulated verticals
No In-House AI Engineering Capacity
Common with
Mid-size enterprises and early-stage AI adopters
What You Face
Expensive hiring cycles, high attrition, slow progress
How We Help
- Deliver turnkey development via SME-led pods or BOT models
- Provide managed services and on-demand AI engineering support
- Transfer knowledge with playbooks, documentation, and CoE enablement
Ideal For
CIOs, IT heads, capability building teams
Cost Overruns & Vendor Lock-ins
Common with
Teams scaling GenAI or managing multiple LLMs
What You Face
API overuse, cloud bills, or rigid black-box platforms
How We Help
- Develop hybrid architectures using open-source + commercial LLMs
- Deploy AI using containerized models, fine-tuned on your data
- Control TCO with smart orchestration and reusable components
Ideal For
Procurement, CTOs, cloud strategy teams
Common with
SMBs and digital teams exploring AI for the first time
What You Face
Overwhelming technology options, unclear ROI, limited AI experience
How We Help
Define your AI roadmap with business-aligned priorities
Launch low-risk pilots using our mAITRYx™ accelerator
Deliver hands-on advisory that supports, not overwhelms, your team
Ideal For
Founders, heads of digital, SMB innovation leads
Common with
Mid-market and enterprise teams ready to scale
What You Face
Fragmented PoCs, integration challenges, inconsistent outcomes
How We Help
Use plug-and-play accelerators to scale proven solutions
Deploy composable MLOps and AI agent architectures
Ensure business continuity with phased, non-disruptive rollouts
Ideal For
Ops leads, IT architects, enterprise product teams
Common with
Enterprises with legacy systems or hybrid tech stacks
What You Face
Data silos, poor quality inputs, manual-heavy processes
How We Help
Build AI-ready data foundations with Boomi-based integration
Connect SaaS, cloud, and on-prem systems into one pipeline
Cleanse and prepare data for modeling, automation, and AI insights
Ideal For
IT directors, data engineers, digital transformation managers
Common with
Regulated sectors or scaling enterprises
What You Face
Data privacy concerns, algorithmic bias, regulatory scrutiny
How We Help
Implement ISO 42001-certified AI governance frameworks
Use our PACE™ methodology to align policies, controls, and enablement
Ensure compliance with HIPAA, GDPR, SOC 2, and more
Ideal For
Legal, compliance, CDOs, risk officers
Common with
High-growth companies or budget-constrained teams
What You Face
Hiring delays, high implementation costs, knowledge gaps
How We Help
Provide SME-on-demand consulting and AI managed services via MOST™
Support your roadmap with model maintenance, tuning, and optimization
Help internal teams ramp up with best practices and playbooks
Ideal For
Innovation teams, non-technical leaders, agile product orgs
Common with
Enterprises managing AI scale or facing renewal pressure
What You Face
Expensive AI licensing, inflexible vendor ecosystems
How We Help
Architect open, composable AI solutions using the best-fit models
Leverage Boomi-based integrations to avoid vendor lock-in
Maximize ROI with clean hand-offs, no tech debt, and transparent delivery
Ideal For
CTOs, procurement heads, digital transformation strategists
Healthcare & Life Sciences
Improve outcomes, reduce cost, and innovate faster with AI-engineered care ecosystems.
- AI copilots for clinical documentation, treatment suggestion, and research synthesis
- HIPAA-compliant AI integration across EHRs, claims, diagnostics, and trials
- Predictive models for risk scoring, trial feasibility, and drug response
Manufacturing & Supply Chain
Build resilient, responsive supply chains with predictive and prescriptive AI.
- Demand forecasting, route planning, and dynamic procurement optimization
- Computer vision for defect detection, quality analytics, and robotic inspection
- AI-powered EDI automation, BOM reconciliation, and logistics orchestration
Retail & E-commerce
Deliver personalized experiences, smarter fulfillment, and AI-driven merchandising.
- AI-generated content for SKUs, promotions, and multichannel campaigns
- Smart chatbots, product matchers, and multilingual sales agents
- AI for return prediction, fraud detection, and inventory balancing
Education & EdTech
Personalized learning, faster content creation, and better student outcomes through AI.
- Quiz generation, curriculum insights, and grading assistance
- Role-aware AI agents for LMS, SIS, and digital classrooms
- Student support bots for admissions, advising, and engagement
Banking, Financial Services & Insurance (BFSI)
AI-driven accuracy, compliance, and efficiency across finance and insurance workflows.
- AI-driven accuracy, compliance, and efficiency across workflows.
- Credit scoring, fraud detection, and real-time risk analysis
- KYC/AML automation, policy underwriting & document understanding
- Generative report builders, regulatory trail creation & sentiment engines
Marketing & Customer Experience
Turn customer data into conversion with content automation and predictive analytics.
- AI-generated blogs, ad variants, and personalization workflows
- Predictive churn, behavior scoring, and journey mapping
- A/B test generation, SEO optimization, and feedback summarization
IT, DevOps & Cloud Engineering
Boost developer productivity and system reliability with AI-driven automation.
- Code generation, bug triage, and auto-documentation pipelines
- AI-based observability, monitoring, and anomaly detection
- MLOps integrations for CI/CD, Kubernetes, and hybrid cloud
Legal & Compliance
Reduce manual load and mitigate legal risk with domain-tuned AI pipelines.
- Clause extraction, contract generation, and legal summarization
- Compliance monitoring, version control, and regulatory traceability
- Case research assistants with legal precedent retrieval
Construction & Real Estate
Streamline planning, bidding, and operations with document- and insight-driven AI.
- GenAI for RFIs, blueprints, cost estimation & safety documents
- Predictive models for delays, cost overruns, and asset risk
- AI bots for buyer qualification, virtual tours, and tenant engagement
Government & Public Sector
Enable inclusive, secure, and scalable digital governance with ethical AI.
- Intelligent document parsing, indexing, and records digitization
- Virtual assistants for citizen services, feedback, and FAQs
- Policy generation, summarization, and regulation analysis
Gaming, Media & Entertainment
Accelerate creativity and streamline pipelines with AI-designed production tools.
- Procedural quest scripting, dialogue generation, and game design assistants
- Automated patch notes, QA tagging, and lore creation
- Voice synthesis, animation co-pilots, and scene optimization
Human Resources (HR)
Automate talent workflows and personalize the employee experience.
We build HR-ready AI copilots that reduce manual load, enhance engagement, and deliver actionable people analytics.
- Resume parsing, ranking & interview coordination bots
- AI-generated HR policies, onboarding docs & employee comms
- Sentiment analytics, DEI assessments & skill taxonomy mapping
Finance & Accounting
Precision meets performance in AI-driven financial operations.
Our solutions bring speed and accuracy to compliance, forecasting, and fraud prevention.
- Intelligent reconciliation, ledger management & audit automation
- AI models for cash flow prediction and scenario analysis
- Anomaly detection, expense validation, and report generation
Sales Enablement
Smarter pipelines. Faster conversions. AI that supports every rep.
We embed AI into your sales stack to automate prep, personalize pitches, and drive conversion.
- Proposal generation, pitch deck creation & call summary copilots
- Lead intent scoring, churn risk modeling & win-loss insights
- Automated follow-ups, email drafting, and opportunity triage
Marketing & Growth
Unleash creative scale and campaign precision with AI.
From ideation to performance optimization, our AI helps teams go from brief to execution in hours, not weeks.
- AI-generated campaign assets (copy, ads, blogs, videos)
- Hyper-segmentation, audience clustering & offer testing
- Real-time performance insights and content refresh automation
Customer Support & Success
Deliver 24/7 support without 24/7 headcount.
We develop AI agents that reduce ticket backlogs, personalize interactions, and improve retention.
- Multilingual chatbots, case classification & knowledge automation
- Feedback mining, sentiment scoring, and escalation prediction
- Churn analysis & CX performance dashboards
Product & R&D
Accelerate product cycles and enhance roadmap precision.
AI speeds up planning, engineering, and feedback loops across your product lifecycle.
- Code generation, bug triage & sprint optimization
- Feature prioritization engines and backlog refinement bots
- Market research & competitive intelligence copilots
Legal, Risk & Compliance
Build trustworthy, defensible systems with AI that respects governance.
Our AI tools simplify legal complexity while ensuring compliance at every layer.
- Clause detection, version diffing & contract risk analysis
- AI-generated policy documents with audit traceability
- Regulatory monitoring (GDPR, CCPA, AI Act) with real-time alerts
IT & Cloud Operations
Reduce MTTR, optimize resources, and automate delivery with AI-native ops.
We equip your IT teams with AI agents to accelerate resolution, provisioning, and observability.
- Infrastructure-as-code assistants & CI/CD intelligence
- Incident prediction, auto-remediation & ticket classification
- Cloud usage optimization & anomaly detection dashboards
Why Choose Us as Your AI Development Partner
From disruptive startups to enterprise digital leaders, Sage IT helps organizations build, scale, and operationalize AI products, faster, smarter, and with zero compromise on compliance or ROI.
Value Delivered , From Real Clients, Across Industries
We don’t just build AI. We build value. Our clients trust us to deliver scalable, production-ready solutions that solve real problems, drive measurable results, and keep operations running smoothly, even in high-stakes environments.
