We build AI systems that actually ship.

Production-grade RAG pipelines, AI agents, and automation — not demos, not proofs of concept. Systems that drive revenue, cut costs, and scale.

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★★★★★Rated 4.9 by founders · 50+ projects delivered
mindenza · agent console LIVE · production
How do I rotate my API keys without downtime?
✦
Generate a new key first, then swap it in your environment — both keys stay valid for 24 hours, so nothing drops.
docs/security · citedgrounded 0.98
Ask anything about your product… ↑
Pipeline
Ingest2,410 docs
Retrievehybrid + rerank
Generatecited answer
60%deflection
1.2sp50 latency
1,000+chats / week
99.9%uptime
Companies that trust our technology
FINDONIC Beston ERP BUZZTRO CARTRADERPK maxbitz. OIOI GROUP xHawks NOZEL FINDONIC Beston ERP BUZZTRO CARTRADERPK maxbitz. OIOI GROUP xHawks NOZEL

AI engineering that drives real outcomes

Measured in production — not promised.
50+ Projects delivered in production Across the US, UK and EU — from startups to mid-market teams. Every one shipped, measured, and still running.
RAG pipelinesAI agentsVoice AIn8n automationReact / Next.js
60% Intelligent deflection Support tickets resolved before a human ever sees them.
98% Faster first responses 30 minutes to under 30 seconds — measured live.
780ms Voice agent latency Human-sounding calls with interruption handling.
24/7 Automation running live Workflows that keep working while your team sleeps.
5+  years building AI systems 8  industries served 100%  code & IP ownership 1  business day first reply 4.9★  rated by founders
Our services

What we build

Custom LLM Applications RAG pipelines, AI agents, and fine-tuned models integrated into products and workflows — with evaluation harnesses that gate every deploy.
AI Voice Agents Voice-based AI for calls, booking, support, and outbound — human-sounding, interruption-aware, and connected to your actual workflows.
AI Chatbots & Virtual Assistants Support, sales, and internal assistants grounded in your company knowledge.
Business Process Automation n8n + LLM orchestration replacing manual workflows, running 24/7.
Web & Mobile Development Full-stack engineering — React, Next.js, mobile. The vehicle that ships the AI.
AI Strategy & Architecture Honest advisory for founders and CTOs: where AI moves the needle, and where it doesn't. We'll talk you out of AI when it's the wrong tool.
Learn more →
Case Studies

Latest projects

Shipped, measured, and running in production.

View all → ← →
Findonic
01
Findonic ↗

A modern platform connecting jobs, startups, and investors into a single ecosystem.

MERN StackNext.jsTypeScript
Beston ERP
02
Beston ERP ↗

Complete ERP and e-commerce system for wholesale mobile accessories operations.

Next.jsNode.jsElectron.js
Buzztro
03
Buzztro ↗

Real-time marketplace platform where product prices dynamically adjust based on buyer demand.

Next.jsTypeScriptReact
CarTraderPK
04
CarTraderPK ↗

A vehicle trading platform focused on efficient listings and robust backend architecture.

MERN StackMongoDBMongoose
★★★★★ Satisfied clients

What clients say

S B F +9
SEE WHY OUR CLIENT SAYS
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CTO Findonic — Platform
SEE WHY OUR CLIENT LOVES
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Founder Beston — ERP & E-commerce
SEE WHY OUR CLIENT CHOOSE
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Founder Buzztro — Marketplace
Mindenza Reviews 4.9 ★★★★★ 12 reviews Verified client feedback
5.0 ★★★★★ "They've proven to be dependable, thoughtful problem-solvers who take real ownership of the work." Head of Support · SaaS client ✓ Verified Review
5.0 ★★★★★ "Working software every week, exactly as promised. The ERP runs our whole operation." Founder · Beston ✓ Verified Review
4.5 ★★★★☆ "Strong engineering with a collaborative, positive attitude. Communication was direct and honest." CTO · Findonic ✓ Verified Review
5.0 ★★★★★ "A true technical partner rather than a transactional vendor. They told us what not to build." Founder · Buzztro ✓ Verified Review
Why Mindenza

An engineering partner, not a vendor.

Direct, confident, engineering-led. You work with the people writing the code.

About us →
01 Production is the only benchmark A system that works in a notebook hasn't worked yet. We measure outcomes where your users are.
02 Numbers, not adjectives 60% deflection. 30 minutes to 30 seconds. Every project ends with a measurement.
03 Direct access to engineers No account managers, no handoffs. You talk to the people building your system.
04 You own everything Code, models, data, documentation — full IP transfer on completion. No lock-in.
05 Ship small, ship weekly Working software every week beats a grand reveal in month six.
Process

Idea to production in four steps

STEP 01 Discovery We map the workflow, the data, and the outcome that matters.
STEP 02 Architecture The right models, retrieval, and infrastructure — designed before code.
STEP 03 Build Short cycles, working software every week, tested on real data.
STEP 04 Ship & Measure Production deployment with metrics that prove it works.

FAQ

✦ FAQ

Questions? We've got answers

01What does Mindenza build?+

Custom LLM applications, AI chatbots and voice agents, business process automation, and the web and mobile products that ship them. AI is the specialization; full-stack engineering makes it real.

02How long does a typical project take?+

Workflow automation: 3–6 weeks. AI assistants and agents: 4–8 weeks. Full web or mobile products: 8–16 weeks. You see working software every week either way.

03Can you integrate AI into our existing product or CRM?+

Yes — no rebuild required. We connect AI to whatever has an API: your product, CRM, helpdesk, or internal tools, with retrieval grounded in your own data.

04Who owns the code and IP?+

You do — entirely. Source code, AI configurations, data models, and documentation transfer to you on completion. No licensing, no revenue share, no exceptions.

05Do you work fixed-price?+

Yes. Scope, timeline, and price are agreed in writing before development starts. Post-launch support runs on a monthly retainer.

06What industries do you serve?+

SaaS, legal, B2B sales, e-commerce, and services businesses across the US, UK, and EU — anywhere AI-driven automation creates measurable operational impact.

07Do you work with startups or only established companies?+

Both. We help founders with validated ideas ship an MVP, and established teams integrate AI or modernize what they already run.

08Do you provide support after launch?+

Yes — bug fixes, monitoring, security updates, and feature iteration on a monthly retainer. We function as a long-term engineering partner, not a vendor who disappears at go-live.

09Do you sign NDAs?+

Yes, before any project discussion involving proprietary information. Standard part of onboarding, available before the first technical conversation.

10What if AI is the wrong tool for our problem?+

We'll say so — before you spend money finding out. Half the value of our strategy work is telling founders where AI doesn't move the needle.

Contact Us

Have a project that needs to get built right?

Book an intro call — a quick conversation about your project and what it needs. First reply within one business day.

Rana Raees
Rana Raees Founder — you'll talk to the engineer, not a sales rep
✦ Get a free quote Scope, timeline, and price — within one business day.
No newsletter, no spam. Straight to an engineer.