13 production systems, each with its numbers

Production AI, measured in results.

Custom LLM applications, intelligent automation, decision intelligence and data pipelines, shipped for real clients. Every case study below comes with the numbers it moved after launch.

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Eona.aeCase study

Featured case study

Eona.ae · E-Commerce & Delivery

A WhatsApp support agent in English and Arabic, answering 90% of tickets on its own.

Eona.ae was fielding 200+ support tickets a day with 4-hour replies and 9-to-5 coverage. We built an AI assistant wired into their delivery system that resolves most questions in seconds and hands the rest to a human mid-conversation.

90%

of queries automated, 70-80% lower support costs

<30sec

first response

3months

kickoff to launch

“They developed a highly responsive WhatsApp chatbot that now powers our entire customer service and delivery communication.”

Leadership Team, Eona.ae

Read the case study Book Strategy Call

Measured outcomes

The numbers. Straight from production.

One post-launch result from each of four builds. Every figure is measured in production and links to the case study behind it.

Consultations in year one

50,000+

Plain-language legal guidance from a consumer chatbot, at a 92% user satisfaction rate.

InPro AI · Legal TechRead case

Every answer

Cited

With sources the student can check, across 50,000+ indexed academic papers.

Sokrateque.ai · Education TechRead case

Repeat questions

Fewer

To colleagues, with one assistant across every internal knowledge source inside Slack and Google Workspace.

Agent22 · HR TechnologyRead case

Analyst capacity

2.5×

Each analyst now carries 12 to 15 clients instead of 5 to 6, with reporting automated end to end.

InsightsBot · Decision IntelligenceRead case

All case studies

Every build, with the number it moved.

13 production systems across e-commerce, finance, utilities, manufacturing, legal, security, research and analytics. Open any one for the problem, the build and what changed after launch.

Fintech · Private Markets project scenery

Mara Invest

Fintech · Private Markets

7 weeks

from first commit to production cutover

A NestJS and PostgreSQL rebuild with investor, syndicate, admin and sign-in portals, field-level encryption, a durable job outbox, documents rendered from the client's own Word templates and in-app bank reconciliation

Read case studyDelivered in 7 weeks to production

Fintech · Legacy Modernization project scenery

Medical Lien Funding

Medical lien funder (name withheld)

Fintech · Legacy Modernization

134 to 2 s

on the slowest financial report, measured by EdgeFirm

A full rebuild on .NET 8 and Angular, proven against the legacy system line by line, then secured for patient privacy and deployed on AWS

Read case studyDelivered in 4 months

Manual Minds AI

Manufacturing · Industrial AI

7 months

of build, from first commit in May 2025 to January 2026

A FastAPI and Next.js platform that extracts text, tables and diagrams from every manual, indexes each machine separately in ChromaDB and streams GPT-4o answers with page-level citations, safety notes first

Read case studyDelivered in 7 months

Sokrateque.ai

Education Tech

89%

of users still active after six months, client-reported

4-layer RAG architecture with domain-specific embeddings, citation-aware chunking, and intelligent query routing

Read case studyDelivered in 4 months

Confidential Retail & Marketplace Operator

InsightsBot

Decision Intelligence

Text-to-SQL

across Snowflake, BigQuery & Postgres, client-reported

A unified text-to-SQL layer over every warehouse, plus forecasting that ties sales swings to specific campaigns, launches, and locations

Read case studyDelivered in 4 months

Legislative Alliance for Women Empowerment Policy

LAWEP

Legal Tech · Policy

15 bills

drafted across 8 jurisdictions in six months, client-reported

AI system trained on legislative history, case law, and policy frameworks

Read case studyDelivered in 5 months

InPro AI

Legal Tech

50,000+

consultations in the first year, client-reported

AI legal chatbot that analyzes situations, provides clear guidance, and connects people with appropriate resources

Read case studyDelivered in 5 months

Agent22

HR Technology

12 to 4 weeks

employee onboarding time, client-reported

AI assistant that unifies all company knowledge sources for instant, personalized answers

Read case studyDelivered in 4 months

Enterprise Infrastructure project scenery

Enterprise Supply Chain

Enterprise supply-chain operator

Enterprise Infrastructure

10 to 1

document systems merged into one searchable DMS

Centralized DMS with fast keyword search and full audit trails

Read case studyDelivered in 5 months

Enterprise Security Platform

Confidential cybersecurity vendor

Cybersecurity

Fewer

edge-case failures than the pipeline it replaced, in the client's own tests

Agent-driven workflows with graph-based system modeling, runtime validation, and adaptive failure handling

Read case studyActive development

Harbinger

Market Intelligence

14 weeks

from kickoff to production

Autonomous intelligence engine monitoring 6 data dimensions (patents, products, news, personnel, filings, custom signals) with AI-powered analysis and multi-channel delivery

Read case studyDelivered in 14 weeks