Mission-Driven AI Consultancy
Services Portfolio Process Contact
AI Consultancy for Founders

AI systems designed around your mission — not the other way around. From prototype to production, we build what your product needs to think.

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AI Systems Deployed
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Dev Time Reduction
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Users Empowered
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We start with your mission, then build backward — designing AI systems that serve your specific goals, not generic use cases.

Talk to Aria

Tell us what you're building.

Our AI consultant will learn about your project and connect you with our team.

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Aria — Your AI Consultant
Our Work

Production AI systems
solving real problems.

From multi-agent healthcare assistants to regulatory compliance engines—each system designed for scale, accuracy, and mission alignment.

AI-Powered Fundraising
MyCofoundr.AI – Fundraising Copilot

Multi-agent architecture empowering startup founders with strategic fundraising guidance, investor matching, and automated outreach.

GPT-4o Neo4j Pinecone LangChain AWS Lambda
Graph + Vector
Investor Matching
Voice + Text
AI Interface
Multi-Agent Healthcare
Proactive Healthcare Assistant

Next-generation multi-agent system for appointment scheduling, test bookings, and intelligent triage with 87% task success rate.

GPT-4o Claude 3.5 LlamaIndex LangGraph Pinecone
20K+
Interactions
60%
Time Saved
How do I configure SSO for Teams?
Navigate to Azure AD > Enterprise Apps. I'll walk you through the SAML setup...
What's our leave policy?
Per the HR handbook: 20 days annual leave plus 10 public holidays...
Find Q3 sales report
Here's the Q3 2025 summary. Revenue was up 12% quarter-over-quarter...
How do I configure SSO for Teams?
Navigate to Azure AD > Enterprise Apps. I'll walk you through the SAML setup...
What's our leave policy?
Per the HR handbook: 20 days annual leave plus 10 public holidays...
Find Q3 sales report
Here's the Q3 2025 summary. Revenue was up 12% quarter-over-quarter...
Enterprise Knowledge Management
Azure-Native Teams Chatbot

Secure internal chatbot for global beauty brand with hybrid RAG, vision-based querying, and GDPR compliance for 10K+ users.

Azure OpenAI GPT-4 Vision Cosmos DB Azure AI Search
65%
Search Time ↓
50%
IT Support ↓
AI Legal Coordination
SMS-Based Legal Assistant

Automated eviction process management via SMS with GPT-4o, secure document generation, and Textract-powered parsing.

GPT-4o Twilio AWS Textract Step Functions
2,500+
Legal Docs
80%
Response Time ↓
AI Platform Engineering
Queryloop AI – RAG Optimization Platform

End-to-end AI platform for building, optimizing, and deploying RAG pipelines with automated benchmarking and multi-channel deployment.

GPT-4 LangChain LlamaIndex Pinecone FastAPI
200+
AI Bots
70%
Dev Time ↓
Government Training Analysis
Training Product Impact Analyzer

Intelligent document ingestion and impact analysis system for training products against National Training Register with LangGraph workflows.

LangGraph MongoDB Vector DB Structured Extraction
Agentic
Q&A Layer
Structured
Impact Reports
Healthcare Compliance
Clearpol – Multi-State Regulation Assistant

Hybrid retrieval system for healthcare regulations with temporal filtering, weekly updates, and anti-hallucination controls.

Hybrid RAG Text-to-SQL Temporal Filtering Version Control
Weekly
Auto Updates
Multi-State
Coverage
Energy Sector Compliance
LaReg.ai – Regulatory Knowledge System

Dual-layer data model converting energy sector regulatory filings into structured, queryable datasets with chronological tracking.

Postgres Vector DB Hybrid Retrieval Docket Workflows
Founding
Engineer
Provenance
Tracking
Powering AI for mission-driven organizations
8
Production Systems
20K+
Active Users
200+
AI Bots Deployed
HealthTech
Legal & Compliance
FinTech
Enterprise SaaS
Government
How We Work

From your mission
to a running system.

A focused engagement designed to move fast without cutting corners.

1
Align

We learn your mission, map the problem, and define what success looks like.

2
Design

Architecture, UX flows, and technical blueprints — validated before code is written.

3
Deploy

Build, test, and ship production-grade AI systems with monitoring from day one.

4
Scale

Optimize performance, reduce costs, and evolve the system as your product grows.

Ragioneer
Ragioneer

AI Strategy Consultation

30 min
Google Meet
Asia/Karachi (PKT)

We'll discuss your product, identify where AI fits, and outline a clear path forward — no obligations.

February 2026