Mobility / Marketplace

Hire N Ride

SaaS / Operations

Enrich CRM

4.415+ Years of Experience

AI Development &Automation ThatMoves Business Forward

We help companies design, build, and deploy AI solutions—from intelligent agents to full-scale automation—that cut costs, save hours, and unlock growth you can measure.

From AI strategy to custom-built agents, RAG systems, and enterprise automation—Debugged Pro turns “we should use AI” into a working product.

Discover

Chapter 01 — The shift

AI is no longer optional.

The companies winning now are not collecting more tools—they are rewriting how work gets done with agents, knowledge systems, and automation that ships.

Before

Manual loops

Teams copy data between tools, re-answer the same questions, and lose days to triage.

After

Agentic systems

Grounded agents draft, route, and automate—while humans keep the decisions that matter.

Outcome

Measurable leverage

Fewer hours per ticket, faster intake, and AI that shows up in the P&L—not just a slide.

The story we tell with every build

Five beats from idea to intelligent product.

Signal

Find the workflows where AI removes hours without removing judgment.

Grounding

Connect models to your docs, tickets, ERP, and product data—so answers stay true.

Agency

Build agents that act inside tools your teams already use, with human-in-the-loop control.

Automation

Turn repetitive ops into reliable pipelines that scale with demand, not headcount.

Compounding

Instrument, learn, and improve—so every release makes the system smarter.

01 / 05

Signal
01
Grounding
02
Agency
03
Automation
04
Compounding
05

The story we tell with every build

Five beats from idea to intelligent product.

Signal
Find the workflows where AI removes hours without removing judgment.
Grounding
Connect models to your docs, tickets, ERP, and product data—so answers stay true.
Agency
Build agents that act inside tools your teams already use, with human-in-the-loop control.
Automation
Turn repetitive ops into reliable pipelines that scale with demand, not headcount.
Compounding
Instrument, learn, and improve—so every release makes the system smarter.

Chapter 02 — What we build

Intelligence that lives inside your product.

From copilots to RAG to workflow agents—we design AI that your teams trust, your systems can run, and your customers can feel.

AI Agents
Hours back every week
Task-oriented agents that draft, triage, route, and execute inside your product and ops tools.
Knowledge Systems
Answers you can trust
RAG over docs, tickets, and policies—so answers are grounded, cited, and safe for the business.
Workflow Automation
Ops that scale
Human-in-the-loop automations that remove swivel-chair work without losing accountability.
Conversational AI
CX that compounds
Support and sales assistants that speak with your brand voice and live product data.

Start an AI project

Neural core

AI system metaphor

Core · agents · retrieval

Chapter 03 — How we ship

From “we should use AI” to production.

A clear path: discover leverage, design the human–AI loop, engineer for reliability, then launch and measure.

01 / 04

Discover

Map the leverage.

Workshops to find high-ROI AI opportunities, data readiness, risk, and the first workflow worth automating.

Design

Shape the human–AI loop.

Experience design for copilots and agents—confidence, escalation, audit trails, and interfaces people trust.

Build

Engineer for production.

RAG pipelines, tool-using agents, evals, observability, and secure deployment on your stack.

Launch

Measure. Learn. Scale.

Ship, watch real usage, tighten prompts and retrieval, then expand to the next workflow.

Chapter 04 — Proof

Real products. Measurable outcomes.

Production systems where product craft meets AI leverage—scroll to move through the proof.

01 / 04

Live engagement

Mobility / Marketplace

Hire N Ride

A multi-sided vehicle rental marketplace engineered for discovery, booking reliability, and operational control across web and mobile.

AI signal

Realtime booking · Payments

Scroll through engagements where strategy, AI, and product craft meet—marketplaces, CRM platforms, and growth systems in production.

Mobility / Marketplace

Hire N Ride

A multi-sided vehicle rental marketplace engineered for discovery, booking reliability, and operational control across web and mobile.

iOSAndroidAdmin Web

Realtime booking
Payments
Ops dashboard

Case 01

Hire N Ride

Realtime booking · Payments · Ops dashboard

E-commerce / Lifestyle

The India Decor

A high-conversion commerce experience pairing editorial merchandising with performant catalog browsing and secure checkout flows.

WebCMSAnalytics

Catalog UX
SEO
Conversion

The India Decor mobile product screenshot

Case 02

The India Decor

Catalog UX · SEO · Conversion

SaaS / Operations

Enrich CRM

A CRM platform built for denser workflows—clean information architecture, role-aware views, and automation-ready data models.

WebAPIIntegrations

Pipelines
Automation
Reporting

Case 03

Enrich CRM

Pipelines · Automation · Reporting

Automotive / AI

Explicit Cars

A voice-first vehicle discovery experience where natural-language queries in Hindi or English surface the right inventory in seconds across phone and tablet.

iOSiPadOSCloud

Voice search
NLP intent
Inventory match

Case 04

Explicit Cars

Voice search · NLP intent · Inventory match

Technology changes. Strong engineering principles don't.

Explore the constellation. Click a node for how we apply it in production systems.

Client proof

Clients remember how we build.

My experience collaborating with Sheshank and his team was nothing short of exceptional. Their expertise in Microsoft Azure was evident from the outset, and their commitment to clear communication made the entire process seamless.