Case Studies

AI case studies from AIManagement Inc.

Client engagements and the live products AIM builds and operates. Where outcome metrics have been approved for publication they appear on the page; where they have not, the page says so rather than estimating.

Last updated: September 19, 2026

Client engagements

Finance transformation, AI automation and agentic AI work for clients: some delivered, some scoped as a roadmap, one still being built. Each page says which it is. Clients are anonymised unless they have agreed in writing to be named.

Finance Transformation

MSP Finance Transformation

A managed IT services provider in business for 35 years needed to see its cash 13 weeks ahead before it committed to new hires, an office move and a pricing change. We built the forecast, the collections model and the weekly reporting that made those decisions safe, and we did it in eight weeks.

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AI Automation

The Intelligence Node

A New York fractional advisory firm wanted AI to run its prospect research and outreach drafting, but it could not let client data leave the building or let a machine send anything unsupervised. We designed an Intelligence Node that does both jobs: local models do the work, and a named person approves every send.

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AI Automation

AI Email Assistant for BD

The head of business development at a web3 advisory firm needed to answer partnership and sponsorship emails faster without ever saying something about a token or a return that the firm must never put in writing. We set up a Claude based assistant inside his Gmail that researches every sender, drafts in the firm’s voice and waits for his approval on every send.

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Healthcare Compliance

Compliance First AI for a Pediatric Practice

A pediatric practice wanted to put AI to work for families on its website without taking on any medical liability. We mapped exactly where the safe line sits in 2026 and built a plan to deploy the safe side first: scheduling, reminders and office information, never clinical advice.

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Agentic AI

Agentic AI Finance System

AIM's fractional CFO practice needed an AI system that can answer questions across several clients' ledgers, filings and models without ever mixing one client's data with another's, and without producing a number it cannot prove. We are building it to run offline, with verification and access control in the architecture rather than in the prompt.

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Products AIM builds and operates

The live platforms and applications behind the portfolio, and the data enrichment engagement whose numbers are published.

Data Enrichment & Identity Resolution

SYH Club Data Enrichment

A luxury superyacht club needed its 25,003-record member database matched to verified LinkedIn profiles. Typical enrichment vendors quote 30–40% match rates. This pipeline reached 87.4% high-confidence matches.

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AI Assistant

TAIME AI

TAIME AI is an advanced AI assistant for seamless conversations, published by AIManagement Inc. on the iOS App Store.

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Event Platform

TopEvents.ai

TopEvents.ai is a professional event discovery platform with live data aggregation and AI-powered recommendations, built and operated by AIManagement Inc.

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Multiplayer Game

SnakeAI.io

SnakeAI.io is a real-time multiplayer snake arena where AI models slither, hunt, and devour each other, competing against live players and bots.

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AI Directory

AIM App Store

The AIM App Store is the directory for the AI stack — AI agents, MCP servers, coding tools, and vibe-coded apps, indexed and organised by community Spaces.

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Research Platform

AIModelApp

AIModelApp is a comprehensive platform featuring research papers, AI models, and technical portfolio work.

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FinTech

FinCAI.ai

FinCAI.ai is an AI-powered financial analysis and intelligence platform for smarter, faster decisions.

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Productivity

AIWorkn

AIWorkn provides workplace automation and productivity tools designed to enhance team efficiency and collaboration.

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Legal Tech

AILegail

AILegail is an AI-powered legal assistance platform for document analysis and legal research automation.

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Video Platform

VideoFeed AI

VideoFeed AI handles video content generation and feed optimisation for creators and businesses.

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Work with AIM

Start with one workflow

The fastest way to scope an engagement is a single real process, its owner, and the cost of getting it wrong.

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