AI Infrastructure Studio

I Engineer Autonomous Digital Workforces & Data Infrastructure.

Building bespoke AI agents, data pipelines, and Web3 protocols for scaling B2B enterprises.

PythonFastAPIReactNext.jsPostgreSQLSupabaseLangChainOpenAIEthereumSolidityPythonFastAPIReactNext.jsPostgreSQLSupabaseLangChainOpenAIEthereumSolidity
opc-runtime — zsh
Product Matrix

Proprietary Products. Immediate ROI.

Each product is a standalone autonomous system engineered to eliminate a specific operational bottleneck in scaling B2B enterprises.

AI Support Agent

Deploys a fully autonomous, 24/7 AI agent that resolves customer queries without human intervention.

Data Unifier Dashboard

Unifies siloed B2B data streams into a single real-time intelligence layer your team can act on instantly.

Immutable Audit Protocol

Records every critical business event on-chain, producing tamper-proof compliance trails for regulated industries.

Autonomous RFP Engine

Automatically parses, scores, and drafts responses to incoming RFPs, compressing 40-hour cycles to minutes.

ICP Intelligence Pipeline

Continuously enriches and ranks your ideal customer profiles using live signal data from across the web.

Autonomous Knowledge Mentor

Transforms your internal documentation into an always-on AI mentor that onboards and upskills your team.

Private Access

Secure Communication Protocol

End-to-end encrypted B2B communication layer with cryptographic identity verification. Zero-knowledge message routing with an immutable on-chain delivery receipt — built for enterprises where confidentiality is non-negotiable.

Results

Proven Impact, Measurable ROI

These are the outcomes our systems consistently deliver. Hover each card for full context.

AI Support Agent
−40%

Support Cost Reduction

AI Support Agent
−40%

Support Cost Reduction

Autonomous agent resolved 73% of tier-1 tickets without human intervention within 6 weeks of deployment.

Data Unifier

Faster Reporting Cycles

Data Unifier

Faster Reporting Cycles

Unified 6 siloed data sources into a single PostgreSQL layer, cutting weekly reporting from 16hrs to 2hrs.

Autonomous RFP Engine
−92%

RFP Response Time

Autonomous RFP Engine
−92%

RFP Response Time

What took 3 analysts 40 hours now takes 2 minutes. Win rate increased by 18% in the first quarter.

ICP Intelligence
3.4×

Pipeline Conversion

ICP Intelligence
3.4×

Pipeline Conversion

Enriched CRM with live intent signals, surfacing high-fit leads and eliminating 60% of outbound noise.

Knowledge Mentor
−65%

Onboarding Time

Knowledge Mentor
−65%

Onboarding Time

New hires reached full productivity in 3 days vs the previous 9-day average.

Audit Protocol
100%

Compliance Pass Rate

Audit Protocol
100%

Compliance Pass Rate

Immutable on-chain audit trails eliminated all manual audit prep, achieving perfect regulatory compliance.

ROI Calculator

What Is Inaction Costing You?

Drag the sliders to estimate the annual savings automation delivers to your operation.

20 hrs
1 hr80 hrs
$35/hr
$10$200
Estimated Annual Savings with Automation
$31K

Based on 85% automation of manual workflows. Actual results vary by implementation scope.

Shadow Mode

AI Agent Micro-Simulator

Type any customer message and watch the AI agent analyse it in real time.

∅ Awaiting input signal…

Advisory

The Architect Behind the Matrix

We don't just hand over software. We partner with visionary founders to restructure workflows, manage operational transitions, and optimize business strategy — acting as your embedded Fractional CTO from day one.

Fractional CTO & Strategic Advisor

Hemanth Reddy

Web3 engineer, data infrastructure architect, and agentic systems builder with a track record of deploying autonomous digital workforces for B2B enterprises. Fluent across the full stack — from smart contract design to LLM orchestration.

Web3 / BlockchainAI AgentsData PipelinesLLM OrchestrationSmart ContractsGo-to-Market
The best technology investment is the one that multiplies the output of every person in your organisation — not the one that replaces them.

Strategic Architecture

We map your entire operational stack and design bespoke autonomous systems that eliminate bottlenecks before they compound.

Workflow Restructuring

We dismantle legacy processes and re-engineer them around AI-native pipelines — built to scale without adding headcount.

Operational Transition

We manage the full transition from concept to deployed system, ensuring zero disruption to ongoing business operations.

Growth Optimization

Post-deployment, we instrument every system for continuous performance intelligence and iterate on data-backed insights.

Limited Partnerships

Application for Partnership

We work with a select number of partners per quarter. Complete the terminal intake below.

opc-intake — partnership@hemanthreddy.in
Partnership Gateway v1.0 — Initialised
Type your answer and press Enter to continue.
> What is your full name?

Your information is private and will never be shared or sold.