Enterprise operations,
run by AI agents.

AI agents that read, reason, and act across your ERP, CRM, and operational systems. Featured by Satya Nadella at MS Ignite 2025. Working prototype in 2 weeks. Production in 8 to 12 weeks.

mandelbulb · rfi-agent

Trusted by teams at

Microsoft
Swiggy
Grasim, Aditya Birla Group
Government of Andhra Pradesh
Myntra
Pine Labs
BECU
Embassy Group
RMZ Corp
Peak Energy
SeAir Exim Solutions
Eximpedia
Ciel Textile
Aquarelle
FleetEnergies
Packimpex
Amby
Alertgasoil
CenteredCare
Discover Dollar
Danube Group
Home Fashion Group
Life Style Sports
SLTC

Built on 100+ enterprise deployments.

Before we built products, we built the data infrastructure behind some of the world's biggest brands. Our AI agents aren't theoretical. They're informed by patterns from real enterprise systems at scale.

Swiggy

Real-time analytics and AI powering delivery intelligence across millions of daily orders.

Quick Commerce
Danube Group

Sales AI Agent that autonomously qualifies leads and manages deals across the pipeline.

Real Estate
CenteredCare

FHIR-compliant AI analytics pipelines powering clinical insights for senior living facilities.

Healthcare
PackImpex

Relocation AI Agent orchestrating end-to-end logistics, scheduling, and customer coordination.

Logistics
Pine Labs

AI Voice Agents handling thousands of daily customer support interactions in real-time.

FinTech
Myntra

AI Voice Agents resolving customer queries across fashion e-commerce at scale.

E-Commerce
Grasim Industries / Aditya Birla Group

Computer vision and video AI for manufacturing quality inspection and defect detection.

Manufacturing
Government of Andhra Pradesh

India’s first AI-powered GST tax intelligence system. Live in production.

Government

The Platform

What we build.

Live in production

Construction Control Tower

An RFI workflow that runs end-to-end inside Outlook. Reads incoming RFIs, drafts replies grounded in project drawings and prior responses, tracks change orders, and surfaces project status, without leaving the inbox.

Blumcore.ai

Agentic AI for Enterprise

Blumcore powers production-grade agents that read enterprise data, reason against your workflows, and act inside the systems your teams already use, pre-trained on SAP, Oracle, Salesforce, and Microsoft Dynamics. Working prototype in 2 weeks. Production in 8 to 12 weeks.

RFI Agent
Construction
Active
Competitive Intelligence Agent
Enterprise
Active
Explore all industry agents
TheTranquil.ai

Voice AI for India

Voice AI agents purpose-built for the Indian market. Handle customer calls in Hinglish, Tamil, English, and 15+ Indian languages. $0.08/min. 0.4-second tone detection. 99% compliance rate. Pre-built agents for debt collection, healthcare intake, real estate, recruitment, and logistics.

GST AI Tax Officer

GovTech AI

AI-powered tax intelligence for Indian state governments. AI-based data analytics that flag suspicious filings, detect fraudulent ITC claims, and identify revenue leakage in real-time. $17M in additional revenue recovered through AI in Andhra Pradesh alone.

Explore GovTech AI
$17M
Additional Revenue via AI
6.72%
GST Growth (vs 5.8% national)
$362M
Net GST Collections (Jan '26)
10
Consecutive months of growth
Andhra Pradesh recorded its highest-ever January GST collections, ranking 2nd among southern states, surpassing Kerala, Tamil Nadu, and Telangana.
Coverage: The Times of India
100+
Engineers
$17M
Revenue recovered, AP GST
923M
Annual orders served, Swiggy
95%+
Defect detection, Grasim

Latest Updates

Claude Workflows Got the Architecture Right. The Bill Is the Open Question.
Jun 2, 20269 min

Claude Workflows Got the Architecture Right. The Bill Is the Open Question.

Anthropic moved agent orchestration out of the model's context window and into JavaScript you can read, the same pattern we've hand-rolled in LangGraph for two years. What's genuinely new, what we found running it on our own code, and the one number that should make you read the docs before you type "ultracode."

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Building a Construction SLM
May 18, 20266 min

Building a Construction SLM

Field notes on building a small language model for construction text — the classification problem that broke a frontier API, the seven-billion-parameter base that fixed it, and the hybrid architecture that ships in production today.

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On-Prem AI Is Coming Back. The Hyperscalers Will Pretend It Isn't.
Apr 12, 20268 min

On-Prem AI Is Coming Back. The Hyperscalers Will Pretend It Isn't.

Sovereignty has gone from a slide to a contract clause. Open-weight models have closed the gap. CFOs have finally seen the bill. Three forces pulling enterprise AI back inside the firewall, and what the hyperscalers will do next.

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Mandelbulb Technologies Showcases GST AI Tax Officer at India AI Impact Summit 2026, Presenting Alongside Microsoft and the Government of Andhra Pradesh
Mar 2, 20263 min

Mandelbulb Technologies Showcases GST AI Tax Officer at India AI Impact Summit 2026, Presenting Alongside Microsoft and the Government of Andhra Pradesh

Mandelbulb Technologies showcased its GST AI Tax Officer at India AI Impact Summit 2026, presenting alongside Microsoft and the Government of Andhra Pradesh at Bharat Mandapam.

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Featured on Microsoft: How Mandelbulb Helped Swiggy Deploy Real-Time Intelligence on Microsoft Fabric
Mar 2, 20263 min

Featured on Microsoft: How Mandelbulb Helped Swiggy Deploy Real-Time Intelligence on Microsoft Fabric

Mandelbulb Technologies' Co-Founder Deepanshu Thakur quoted in official Microsoft feature on Swiggy's deployment of Real-Time Intelligence on Microsoft Fabric — reducing operational latency from 10 minutes to seconds.

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Satya Nadella Highlights Mandelbulb Technologies' Work on Stage at Microsoft Ignite 2025
Mar 2, 20263 min

Satya Nadella Highlights Mandelbulb Technologies' Work on Stage at Microsoft Ignite 2025

Microsoft CEO Satya Nadella featured Mandelbulb Technologies' Seair Exim Solutions case study on stage at MS Ignite 2025, showcasing 90% faster data ingestion speed powered by Microsoft Fabric.

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Mandelbulb Opens Its Singapore Office
Dec 28, 20253 min

Mandelbulb Opens Its Singapore Office

Our first overseas office and the first dedicated home for our Southeast Asia engineering and customer practice. Why Singapore, who is on the starting team, and what is already in pipeline.

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RAG vs Graph vs Hybrid for Industrial Knowledge
Aug 22, 20257 min

RAG vs Graph vs Hybrid for Industrial Knowledge

Field notes from three Plant Brain deployments on when vector RAG wins, when graph retrieval wins, when the time-series layer wins, and when you have to combine all three. The retrieval pattern, not the model, is the question that takes longest to answer.

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Ready to deploy AI agents that actually work?