Case studies

Proof, not promises.

Every engagement we take on ends with a measurable result. Here is what we built, who we built it for, and the impact it delivered.

Real Estate Investment
ActivumSG

AI Deal Document Intake & Data Room

One of Europe's largest independent real estate fund managers (10bn+ euros AUM) was buried in emailed deal documents scattered across dozens of projects. We built an AI data room that reads every file from a single inbox, assigns it to the right project, tracks completeness in real time, and auto-generates investment summaries and debt term sheets, turning a chaotic inbox into a structured, always-ready workspace.

50-70%

less manual document sorting

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M&A / Private Markets
Axial

AI Deal Screening & Transaction Data QA

Axial's deal team was spending hours each week on manual screening and messy transaction records. We built two internal platforms: an AI deal screener that generates rationales and syncs to Salesforce, Slack, and Google Slides in a single click, and a QA engine that catches duplicates and validates every field across their deal database.

70-80%

faster rationales, summaries & decks

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Higher Education
New York University

AI-Powered Admissions Knowledge Assistant

NYU's undergraduate admissions team handles thousands of questions across campus tours, webinars, and day-to-day operations. Inconsistent answers were creating friction at every touchpoint. We built an internal AI assistant trained on approved admissions knowledge, deployed across four environments, that gives staff and ambassadors instant, on-brand responses and cut counselor escalations by an estimated 70-80%.

70-80%

fewer questions escalated to counselors

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Hospitality Technology
Unloket

AI Guest Concierge & Communication Platform

A 24/7 AI guest concierge for hotels and short-term rentals, handling questions across SMS, WhatsApp, and web chat in both Greek and English, with a real-time staff dashboard to review, approve, or override any response.

90%

of guest requests automated

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Recruitment Technology
HelloHive

AI Resume Intelligence & Candidate Prep

An AI resume intelligence pipeline for the helloResume platform that parses and rewrites candidate resumes, matches them against specific job descriptions, and generates fit scores and role-specific interview prep, built to scale to 3,500 requests per minute.

20x

higher hire rates supported

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Private Equity
Growth Factors / Bregal

AI Sales Coaching & Customer Health

Across multiple Bregal Investments portfolio companies, we built AI that scores recorded sales calls against custom coaching rubrics and monitors CRM, support, and product data to surface churn risk and expansion opportunities before they show up in the numbers.

60-80%

less manual call review

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Coaching & Education
Black Boys 2 Men

AI Enrollment, CRM & Program Automation

A full lead-to-enrollment engine for a youth mentorship program, running from Facebook Ads through AI chatbot qualification, automated CRM pipelines, payment and scholarship workflows, all the way to automatic Skool community placement by tier.

300+

students managed with a small team

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Oil, Gas & Minerals
AlFi

MineralStrike OS

A custom AI operating system for mineral rights acquisition that reads plat maps and ownership documents, calculates acreage and ownership positions, and generates contracts and proposals in batch across four previously separate systems.

60-80%

faster contract & proposal creation

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Financial Services
Jeff Williams

AI Market Briefing & Content Intelligence

Two automation phases for a financial professional: phase one turns a daily news email into a private audio podcast. Phase two built a full research engine that reads source articles and produces a branded PDF newsletter and a two-voice conversational podcast on any topic. No manual work required.

80-90%

less manual briefing prep

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Real Estate & Mortgage
AP Group

Triple Threat AI Operating Platform

A single operating platform unifying three business lines (brokerage, mortgage, and investment) with Riley, an AI voice agent that qualifies and routes callers across all three, seven core automations, and a full attribution dashboard tracking every lead from source to close.

60-80%

faster lead qualification & routing

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Education Services
Get My Course

AI RPL Document Automation

An AI document engine that converts competency-conversation transcripts into completed, compliance-aligned qualification files, cutting 5-6 hours of prep per student and expanding from one document template to four.

5-6 hrs

saved per student file

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Creative Production
Weekends Inc

Maharishi Creative Production OS

A two-phase production system for a New York content studio: a client portal where AI converts vague feedback into specific retouching instructions, plus an intake gate that scores job quality and blocks incomplete briefs before a single frame is worked on.

50-70%

less feedback interpretation work

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Accounting / CPA
Cash Flow Ranch

Website, CRM & AI Lead Automation

A complete lead-to-booking engine for a CPA advisory brand: website, CRM, funnels, and automated follow-up sequences with AI-assisted reply handling and human-escalation rules built in across multiple offers.

60-80%

faster speed-to-lead

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