Case Studies & Deployments

Consulting & implementation
that delivers results

We assess where AI creates value, then build and ship the solution. From strategic assessment to production deployment—end-to-end delivery.

1M+

Documents Indexed

60%

Avg. Efficiency Gain

25%

Cost Reduction

2-24

Weeks to Delivery

#18
StartupsImplementation

A K–12 edtech startup

Student Wellness Platform

Full-stack student wellness platform with AI-powered chat, daily mood check-ins, wellness assessments, and multi-tier safety escalation—connecting students to coaches, counselors, and therapists through automated risk detection workflows.

Impact

Full platform shipped in 5 weeks

EdtechHealthcare
February 2026
#13
StartupsImplementation

A Series C fintech company

Autonomous Code Review System

AI-powered code review pipeline that catches security vulnerabilities, suggests optimizations, and enforces coding standards before human review.

Impact

85% faster PR reviews

DevOpsSecurityCode Quality
August 2025
#08
StartupsConsulting + Implementation

A Series B enterprise SaaS company

LLM Fine-tuning Framework

A streamlined method for fine-tuning large language models on domain-specific data with minimal computational resources.

Impact

10x cost reduction

Fine-tuningMLOpsOptimization
February 2025
#06
StartupsImplementation

An e-commerce startup

Customer Service Workflow Assistant

A lightweight tool that uses LLMs to classify support tickets, draft first-pass responses, and escalate edge cases—reducing average resolution time and improving consistency.

Impact

45% faster resolution

AutomationSupportClassification
December 2024
#04
StartupsConsulting + Prototype

A 30-person design agency

AI Co-Designer for Product Teams

A tool that helps product managers and designers explore flows, draft copy, and generate wireframes based on short prompts and product goals.

Impact

2x iteration speed

DesignPrototypingIdeation
July 2024
#03
StartupsImplementation

A Y Combinator-backed AI startup

Efficient Context Processing

A new context processing algorithm that allows models to handle 4x longer documents while maintaining coherence and accuracy.

Impact

4x context length

ResearchContext WindowsOptimization
April 2024

Our Approach

Consulting that leads to
implementation

We don't just advise—we build. Every engagement starts with strategic assessment and ends with production-ready solutions that deliver measurable ROI.

01

Consulting & Assessment

Assessment on how AI can impact business operations. Deep dive with implementation steps and expected outcomes. We also offer Diligence services for private equity and venture capital firms.

02

Prototype & Validation

Build working prototypes to prove production viability. Test assumptions before committing to full implementation.

03

Implementation & Delivery

Ship production-grade solutions with enterprise security. Full-stack services staffed from our 50+ person collective.

Ready to discuss your project?

We partner with enterprises to assess AI opportunities and deliver production-ready solutions. Start with consulting—scale to implementation.