From Manual Reports and Outdated Forms to a Live AI Platform Processing Over a Million Data Points Daily

We approached the build in carefully sequenced phases — because replacing the operational backbone of a live security business can't be done all at once without risk. Every phase was designed to deliver immediate value while building toward the full platform vision.

• Phase 1 — Data Infrastructure & Ingestion Pipeline — The foundation. We mapped every data source ACI was working with, designed the unified database architecture, and built the ingestion pipeline to begin pulling, cleaning, and storing data at scale. This phase established the platform's core — a single, reliable, queryable source of truth for ACI's operational data.
• Phase 2 — Reporting Engine & Dashboard — With clean data flowing into the platform, we built the reporting layer. The real-time dashboard went live first — giving ACI and Acadian their first-ever window into live operational data. Automated scheduled reporting followed, immediately eliminating the manual compilation process that had been consuming team hours every week.
• Phase 3 — Web-Native Forms & Form Builder — Legacy forms were replaced with modern web-native versions, integrated directly into the platform. The form builder was then built and handed over with full training — giving ACI's team the ability to create and deploy new forms independently, for any operational use case they encounter going forward.

The impact across ACI's operations was immediate and significant:

• Manual reporting was eliminated entirely — The hours that operations and account management teams had been spending compiling reports every week were reclaimed. Reporting now happens automatically, accurately, and on time — every time.
• Acadian gained real-time operational visibility for the first time — Live dashboards replaced retrospective reports. Stakeholders who previously waited days for data now have it in front of them the moment they need it.
• Data that was previously inaccessible became a genuine operational asset — With over a million daily data points now stored, structured, and queryable, ACI can identify patterns, surface insights, and make decisions that simply weren't possible before.
• ACI's team is no longer dependent on external development for new forms — The form builder has already been used to create new service request flows, client onboarding forms, and internal data capture tools — all built and deployed internally, in a fraction of the time it previously took to commission external development.
• The platform scales with the business — As ACI's operations grow and Acadian's reporting requirements evolve, the infrastructure is built to absorb that growth without needing to be rebuilt.

We designed and built ACI Protection an enterprise AI platform purpose-built for the realities of large-scale security operations — one that could ingest, store, and surface over a million data points a day, deliver reporting in real-time or on schedule, and give ACI's team the tools to manage their own forms and workflows without external dependency.

This wasn't a configuration project or an off-the-shelf deployment. It was a ground-up platform build, designed around ACI's specific operational architecture and Acadian's enterprise reporting requirements.

Here's what we delivered:

• AI-Powered Data Aggregation at Scale — We built a data ingestion layer capable of pulling in and processing over one million data points daily from across ACI's operational systems. Structured and unstructured data, from multiple sources, unified into a single scalable database architecture that grows with the business rather than against it.
• Real-Time Reporting Dashboard — Acadian and ACI stakeholders now have live visibility into operational data through an intuitive, role-based dashboard. What used to require hours of manual compilation is now available at a glance — current, accurate, and accessible from anywhere.
• Scheduled Automated Reporting — For clients and internal stakeholders who need regular structured reports, the platform generates and delivers them automatically — on whatever cadence is required, in whatever format is needed. Zero manual effort. Zero delay. Zero risk of human error in the compilation process.
• Web-Native Service Request Forms — We replaced ACI's outdated legacy forms with modern, web-native replacements — mobile-responsive, cleanly designed, and integrated directly into the platform's data layer so that every form submission flows automatically into the right place.
• A Full Form Builder — Built for Autonomy — The most empowering piece of the platform. Rather than giving ACI a fixed set of forms they'd eventually outgrow again, we built them a drag-and-drop form builder that lets their team create, modify, and deploy new forms entirely independently. New service line launching? New client onboarding requirement? New internal data capture need? ACI can build the form themselves — in minutes, not weeks — and plug it directly into their operational workflow.
• Scalable Cloud Infrastructure — The entire platform was built on a cloud-native architecture designed to handle ACI's current data volumes and scale horizontally as those volumes grow — without performance degradation or costly rebuilds down the line.