AgenticMVP — AI agents built for scale, shipped in 7 days
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AgenticMVP
agenticmvp.dev
AI Agency — Agent Lab
We build self-evolving agentic systems for business. Swarms of autonomous AI agents that measure themselves and improve in production, shipped in seven days. Zero compromises.
AI Agency — Agent Lab
We build self-evolving agentic systems for business. Swarms of autonomous AI agents that measure themselves and improve in production, shipped in seven days. Zero compromises.
You are
now
entering
Scroll
to
explore
Self-evolving
AI agent
workforces
© 2026
AgenticMVP
agenticmvp.dev
Every business can feel the drag. Almost none can point to where it starts.
It leaks out quietly — re-keyed data, chased invoices, the same email written twice.
So we come in and audit the work. Every workflow, every handoff, every hour.
You get the gaps in writing, the automation that closes them, and the build that ships it.
And what we ship doesn't stand still. Every system is self-evolving — it watches its own numbers, adjusts, and gets better in production.
The Library
agenticmvp / workEighteen shipped products, bound as volumes. Each one started as an audit. Pick one off the shelf and flip through the case study.

ChatZen
All-in-one AI automation connecting WhatsApp, Instagram, Facebook, JustDial, and IndiaMART — qualifying leads and handling customer conversations 24/7.

RealtyEase AI
AI-enhanced virtual assistant team for real estate professionals, with operational support overseen by a dedicated QA manager.

Restaurant ERP
Restaurant management ERP with role-based access for managers, captains, and customers — covering the full front- and back-of-house workflow.

Trimesha
Marketing site for a digital solutions studio.

Reliance Brokerage
Institutional-grade business brokerage site serving the Malaysian market.

GabaJuice
Elite fitness equipment e-commerce and coaching platform.

ReviewskaAdda
AI review assistant for Indian local businesses — automates review generation, monitoring, and response management.

LMS / E-Learning
Modern LMS for students and educators — enrollment, progress tracking, community, and a full admin dashboard.

Vinyl
A music player web app with a vinyl-inspired interface.

Hunter Repo
AI vehicle recognition and repossession recovery platform built for the Malaysian market.

Eco Real Estate School
Real estate education and courses platform.

Tommy Sells DR
Real estate agent brand and lead-capture site.

Sunset Cleaning
Cleaning-services marketing and booking site.

MediCare HMS
Hospital management system with secure sign-in and role-based clinical and administrative modules.

Antrenor AI
AI-driven CV and career coaching product with a voice & text engine.

Wicky AI
AI product live at wicky.ai.

AutoGovern
Enterprise AI governance platform.

Kifaayat
Pre-loved South Asian fashion marketplace — buy and sell lehengas, sarees, and jewellery on web and Android.
Seven steps, audit to launch
agenticmvp / processAudit
We walk the business end to end: every workflow, handoff, and hour.
Findings
The gaps in writing — what each one costs and which to close first.
Architect
The automation you actually need, scoped: roles, guardrails, integrations.
Build
Swarms of build agents write, review, and assemble in parallel.
Integrate
CRM, database, Slack, email: wired into your existing stack.
Harden
Adversarial tests, security, rate limits, human-in-the-loop approvals.
Launch
It goes live, and we stay on it until the numbers move.
Frequently asked questions
agenticmvp / faqSECURITYWill the automation leak our company data or hallucinate?
The audit maps exactly which systems and records each automation is allowed to touch, and that scope is enforced in code rather than in a prompt. Everything we build ships with role-based access, deterministic logic, and human-in-the-loop approvals on high-stakes actions. Anything we cannot make safe, we tell you not to automate.
INTEGRATIONWill this work with our existing tools and CRM?
Reviewing your stack is part of the audit, so you know the answer before any build starts. We work natively with Salesforce, HubSpot, Slack, Google Workspace, Microsoft 365, Notion, Jira, Zapier, and hundreds of other tools via APIs. We handle the integration work ourselves, and nothing gets ripped out and replaced.
ROIHow do we know the automation is worth it?
Because we quantify it before you commit. The audit puts a number on each gap we find: how many hours it costs you now, what it would cost to close, and what you get back. You choose what to build from a ranked list, so the work starts with the highest-return item rather than the most obvious one.
AUDITWhat actually happens during the audit?
We walk the business end to end: your workflows, the handoffs between them, the tools involved, and where hours and margin leak out. You get the findings in writing — the gaps, what each one costs, which automation closes it, and what it takes to build. The findings are yours to keep whether or not you go on to build with us.
METHODHow do you decide what to automate?
Evidence, not appetite. We rank every gap the audit surfaces by cost, effort, and risk, then recommend the smallest change that moves the biggest number. Plenty of processes should not be automated at all, and we will say so — a shorter build that holds up beats a broad one that quietly breaks.