AI Implementation Advisory · Dubai, UAE
Closing the gap between AI ambition and enterprise execution.
We are the hands-on delivery partner enterprises need after the strategy deck and the software licence — the last mile where AI value is actually decided.
01 — The Problem
AI ambition is everywhere. Enterprise execution isn't.
The pattern is consistent across industries and geographies: gains stay with individuals and isolated pilots. Enterprise-level value remains rare — in Dubai and everywhere else.
of organizations now use AI in at least one business function
McKinsey, State of AI 2025
have scaled AI beyond pilot programs
McKinsey, State of AI 2025
say AI is fundamentally changing how their business operates
Global enterprise AI survey, 2026
02 — What We Do
No one owns the last mile. We do.
Strategy firms hand off before delivery. Vendors hand off before adoption. The white space between them is structural — and it is where enterprise AI value is decided.
Strategy consulting firms
Diagnostics, roadmaps, operating-model decks — then hand off before delivery.
Technology vendors
Tools, platforms, licences — then hand off before adoption.
Acumina — the missing middle
Hands-on implementation: integration, compliance, change management, pilot to production. Fast. Business-fluent. Technically credible.
03 — Our Framework
Three levels of AI use-cases.
Value compounds as trust and access compound. We start at Level 1 — the fastest wedge — and earn the right to move up.
- L1
Single workflow optimization
One process, made more efficient with AI. The fastest way to earn trust and prove value.
- L2
Cross-functional process improvement
A workflow spanning 2–3 functions, made efficient with one or multiple AI agents.
- L3
Enterprise-wide transformation
A process touching many functions — reimagined with org-wide data access, breaking the silos.
04 — Our Approach
Focused approach to diagnose, build, and scale
Focused, not broad. A repeatable path from diagnosis to a live, scaling deployment inside the business.
Diagnose
80/20 the recurring, high-value workflows.
Prioritize
2–3 use cases with fastest measurable value.
Build
Hands-on implementation with the client team.
Scale
Pilot to production across the business unit.
05 — Real Estate
Real estate is one of Dubai's largest, most fragmented industry with real potential for AI
We want to support Dubai's Real Estate sector with implementing AI, transforming high-volume transactions into data-driven precision.
Total real estate transaction value in Dubai
Dubai Land Department, 2024
Registered brokerage offices operating in the emirate
Dubai Land Department
Estimated digital transformation opportunity
Dubai Universal Blueprint for Artificial Intelligence (Dubai AI)
Sales-side
Lead response & qualification
★ FLAGSHIPWhatsApp/voice bot answers portal enquiries 24/7 in Arabic & English — qualifying budget, Golden Visa fit & financing before a human touches the lead.
Inventory matching
Matches buyer criteria against the full cross-developer inventory (Emaar, DAMAC, Sobha) — not just one developer's units.
Agent productivity tools
Call transcription, auto-CRM logging, objection-handling coaching, auto-drafted follow-ups & CMAs.
Marketing content generation
Listing copy, portal/social ad creative and virtual staging generated at scale.
Lead source attribution
Tracks enquiry → viewing → close per channel, so ad spend is judged on closings, not clicks.
Operations-side
Compliance automation
Pre-flags AED 55,000+ cash transactions for goAML/REAR filing; automates ID & RERA-card verification with 5-year retention.
Document & transaction handling
Auto-fills Form F/MOU, and tracks NOC, DLD trustee and off-plan escrow-milestone checklists.
Commission & payout management
Automates multi-agent splits, referral fees and sub-broker payouts against closed CRM deals.
Post-sale relationship ops
Automated check-ins for renewals, yield updates and re-listing — turning transactions into a lifetime-value pipeline.
Team performance analytics
Surfaces agent-level lead → viewing → offer → close funnels straight from CRM and call data.
06 — About Us
Strategy, AI expertise and build — under one roof.
Acumina was started by Ashwin and Sreeteja, friends since primary school and classmates at IIT Madras. Between them: management consulting at McKinsey and Bain, and startup operating experience spanning 0→1 and 1→100. They are backed by a strong technical bench — including a former startup founder and engineering directors — who partner with us on delivery.
Ashwin Kalkar
Co-founder — Strategy & AI Product
Ex-McKinsey. 0→1 startup experience with strategy and hands-on AI product delivery at a research firm. IIT Madras, IIM Bangalore.
LinkedIn ↗Sreeteja Kamineni
Co-founder — AI Expertise & Delivery
Ex-Bain. 1→100 startup experience with 7+ years in Dubai across e-commerce and digital banking, leading AI product delivery for retail marketing. IIT Madras, IIM Ahmedabad.
LinkedIn ↗07 — Get in touch
Let's find your last mile.
We work with a small number of enterprises at a time. If you're exploring where AI can move from pilot to production, we'd like to talk.
hello@acumina.ai