Enterprise AI engineering partner
We take enterprises from AI strategy to working software in production — engineered into the systems you already run, and operated by us after go-live.
Trusted by leading companies worldwide
Why most enterprise AI fails
of business and enterprise AI implementations deliver zero measurable return. MIT, analysis of 300 enterprise deployments
Enterprises adopting AI have typically had three options — all flawed.
Expensive analysis and impressive slides that stop at the strategy deck. Nothing reaches production.
Builds detached from real operations. They demo well, then die on contact with your systems, data and day-to-day reality.
Your business adapts to someone else's logic and limits — while surrendering your proprietary data in the process.
The Margins ecosystem
One partner, all capabilities — from capturing what your people know to operating AI in production long after go-live.
Turns the expertise living in your people's heads, inboxes and habits into proprietary organisational knowledge.
Custom AI systems, software and models built by senior engineers around the systems your business runs on.
Prepares your workforce to work with AI, woven into every rollout — because adoption is where most programs stall.
Our AI operations platform orchestrates models, data, rules and workflows — and keeps them improving after go-live.
Visit getrivermind.comService as Software. The speed of a product, the precision of custom work, and the accountability of a partner measured by your outcomes.
Talk to our teamSelected work
Distribution, transportation, automotive, construction and healthcare research — systems connected to real operations and owned end to end.
An AI cockpit for the field sales force
A mobile cockpit running on Rivermind: machine learning flags breaks in each customer's buying rhythm, reps get AI briefings before every visit, and spoken visit reports become structured records — all inside CIAK's own cloud.
AI-first field sales for a spirits & wine portfolio
A tailored AI sales strategy for every outlet visit, menu-photo recognition that produces instant distribution reports, and a conversational assistant that delivers product knowledge in the field.
One AI platform for a nationwide remediation network
A fully integrated platform that unifies workflows, centralises communication and automates critical tasks for water, fire, mold and biohazard remediation teams serving businesses and government locations.
Intelligent operations for complex fleets
A multi-tenant platform covering the full trip lifecycle, with AI dispatch optimisation, live telematics and AI dashcams for predictive maintenance and driver safety scoring.
One source of truth for a dealership group
A management and messaging platform synced with Dealer Management Systems and inventory providers, with a RAG-powered assistant leadership can query in plain language.
Continuous insight for Alzheimer's research
The Lucidity ecosystem: cognitive games and biomedical devices feed an AI/ML model that tracks disease progression continuously and objectively.
AI scheduling and dispatch for field crews
AI crew assignment, a bilingual mobile app with GPS and voice-to-text, and QuickBooks-connected dashboards — scheduling, dispatch and communication in one platform.
AI-powered property intelligence
Property records, GIS mapping and AI-powered property search unified in one web and mobile product for real estate, banking and insurance professionals.
AI-driven tax optimisation for CPA firms
Analyses financial data to recommend compliant tax-saving strategies, adapts to regulatory change, and integrates with Xero and QuickBooks for live CPA–client collaboration.
Looking for more? Browse our full portfolio of product and platform work.
View all work“They helped us build a complex AI healthtech ecosystem for dementia tracking. Their responsiveness, independent problem-solving and high-quality output exceeded our expectations. They will undoubtedly be an asset to any AI project.”
Kishore Kuchibhotla, PhD
Department of Neuroscience, Johns Hopkins University
Why Margins
We build AI to move the numbers that matter — cost, speed, quality, revenue. We define the value together before we build, and the job is done only when the system is live and delivering it.
Your project starts from Rivermind's production-tested components, not a blank page — faster delivery, lower risk, no surprises.
45+ engineers with depth in machine learning, distributed systems and data architecture. The people who scope your project are the people who build it — no handoffs, no junior bench.
Going live is the beginning. We operate what we build — monitoring, improving and keeping your systems reliable and compliant, for as long as they run.
Connect with us to see how custom AI solutions can reshape your business.
Tell us about your goals, challenges, or ideas — and we’ll show you how custom AI can create measurable business impact.
Discuss your AI initiative directly with our leadership team. Learn what’s possible, what’s next, and how to get there.
We are up for the job. Let's jump on a call and get to know each other.
