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

#15
EnterpriseConsulting + Implementation

A regional telehealth provider

Voice AI Agent for Patient Intake

Conversational AI agent that handles patient scheduling, insurance verification, and pre-visit questionnaires—freeing staff to focus on complex cases.

Impact

70% calls automated

Voice AIHealthcareAutomation
October 2025
#14
EnterpriseConsulting

A national insurance company

AI Governance & Risk Framework

Developed enterprise-wide AI governance policies, risk assessment frameworks, and compliance playbooks for responsible AI deployment across business units.

Impact

Enterprise-wide adoption

GovernanceRiskCompliance
September 2025
#12
EnterpriseConsulting + Implementation

An e-commerce retailer

Multimodal Product Search

Visual and semantic search engine that lets customers find products by uploading photos or describing items in natural language—dramatically improving conversion.

Impact

35% conversion lift

MultimodalSearchE-commerce
June 2025
#11
EnterpriseConsulting

A government contractor

LLM Security & Red Team Assessment

Comprehensive security audit of LLM deployments including prompt injection testing, data leakage analysis, and adversarial robustness evaluation.

Impact

23 vulnerabilities patched

SecurityRed TeamAudit
May 2025
#10
EnterpriseConsulting

A logistics company

AI Workflow Opportunity Assessment

End-to-end analysis of operational workflows to identify high-impact AI automation opportunities. Delivered prioritized roadmap with ROI projections.

Impact

18 use cases identified

AssessmentWorkflowROI Analysis
April 2025
#09
EnterpriseConsulting + Implementation

A top 50 national law firm

Contract Risk Summary Tool

A natural language interface that scans contracts to extract obligations, identify high-risk clauses, and flag inconsistent language—reducing legal review time by 60%.

Impact

60% faster reviews

NLPRisk AnalysisDocument Processing
March 2025
#07
EnterpriseImplementation

A financial services firm

Internal Knowledge Assistant

A private-facing assistant that indexes internal documents and supports retrieval-augmented generation to help employees get accurate answers without switching tools.

Impact

4hr saved/employee/week

RAGEnterprise SearchKnowledge Base
January 2025
#05
EnterpriseImplementation

A minor league sports organization

Custom Embedding Models

Custom embedding models optimized for domain-specific retrieval and improved search relevance in RAG pipelines.

Impact

3x relevance improvement

EmbeddingsSearchRAG
October 2024
#02
EnterpriseImplementation

A healthcare provider network

Regulatory Compliance QA Bot

An AI system for compliance teams that helps verify procedural checklists, summarize policy changes, and flag non-compliant language across internal docs.

Impact

90% coverage rate

ComplianceQADocument Analysis
September 2023
#01
EnterpriseConsulting + Implementation

A manufacturing company

LLM Output Evaluator

A review workflow for human evaluators that annotates LLM output, tracks hallucination rates, and identifies failure modes across different prompts and datasets.

Impact

80% fewer errors

EvaluationQualityHuman-in-Loop
July 2023

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.