Build smarter, faster, secure AI agents with custom SLMs

We build privacy-focused, high-performance AI agents tailored to automate your specific workflows, driving down costs and boosting operational speed and efficiency.

Smaller models, bigger impact: AI built for your workflow

Large Language Models (LLMs) promise transformative intelligence, but their generic, one-size-fits-all approach struggles with the precision, scalability, and security. Madhai.ai offers a focused alternative: we build specialized Small Language Models (SLMs), purpose-driven AI agents designed exclusively for your workflows, ensuring relevance and alignment with your specific goals.

Leveraging your private data with techniques like Advanced RAG and domain-specific fine-tuning, we achieve highly accurate, context-aware results. Crucially, our SLMs integrate seamlessly into your infrastructure—on-premise or private cloud—inherently safeguarding your privacy and providing a significantly more cost-effective path to powerful, specialized AI compared to generic models.

From raw data to real results: How madhi.ai helps you?

Precision through context

Generic AI misses nuance. Our Advanced RAG techniques extract deep, accurate context from your specific data (PDFs, emails, databases), fueling smarter agents. We handle this complexity, letting your engineers focus on innovation, not data plumbing.

Bridge the pilot‑to‑production gap

A proof of concept shows it can work; production demands it never breaks. We harden your pilot with autoscaling, observability, security guardrails, and cost optimization, turning one‑off demos into dependable, enterprise‑grade AI agents that keep delivering value long after launch day.

Build fast, iterate smart, drive adoption

Speed beats perfection in the real world. We ship lean agents in weeks, gather human feedback early, and iterate in tight loops—so your teams see quick wins, stay engaged, and help refine the solution until it becomes an indispensable part of their workflow.

The last 10% matters most

90% accuracy is table stakes. We obsess over the final 10%. Through slice‑based evaluations, domain‑expert labeling, and relentless fine‑tuning, we close that gap—delivering near‑perfect answers that let you automate with confidence.

For precise, efficient, and secure AI

We don't believe in one-size-fits-all AI. Our focus is delivering measurable results through tailored solutions

Best-Fit model strategy

Pick the best SLM, hybrid, or open-source models based on your workflow to build efficient, high-performance AI.

Microsoft

microsoft/Phi-4-multimodal-instruct

Text generation

Mixedbread

mixedbread-ai/mxbai-embed-large-v1

Text embedding

Google

google/gemma-3-12b-it

Multimodal

Advanced RAG techniques

Our advanced RAG delivers precise, contextually accurate results from your data that generic platforms can't match.

PDFsEmailsDatabaseCRM
Unstructured Data Processing
Employee Manual
Invoices

Enterprise-grade privacy & security

Deploy on-premise or private cloud. Built-in security guardrails, adhere to compliance standards.

ROI-Focused implementation

Automate high-impact use cases directly aligned with your business goals, ensuring your AI investment delivers value.

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Our collaborative path to value building your AI agent

Ready to move from AI concepts to real-world results? Let's build production-ready AI agents tailored precisely to your workflows.

Collaborative ideation

Define high-value use cases, KPIs & success metrics via close collaboration. Analyze needs, data, architecture & scope to accelerate time-to-value.

Validate with a POC

Build a focused Proof of Concept. Test core functions, gather early user feedback, validate feasibility & potential ROI before scaling.

Build & deploy

Post POC, we build & optimize the agent using best-fit models (SLM/hybrid) and rigorous testing. Then, securely deploy (cloud/on-prem), integrate seamlessly, perform final security/privacy checks, and coordinate the production launch.

Monitor & enhance

Ongoing monitoring of performance, security & cost/latency. Track KPIs/metrics, iterate for accuracy improvements & collaborate on future enhancements.

We need an automated system to evaluate credit applications using financial data and risk factors, providing reliable assessments.
Absolutely. We can start with a proof of concept that automates the analysis and delivers accurate credit risk assessments.

POC Development

Model Evaluation

Dataset Preparation

Agent building

Build, Test, Integrate

by madhi.ai

End to End automated workflow

Frequently Asked Questions

Find quick, clear responses to common queries about our solutions

Ready to build AI that delivers real business value?

Ready to move from AI concepts to real-world results? Let's build production-ready AI agents tailored precisely to your workflows.