Forward-Deployed Data & AI Engineering
AcePointe's forward-deployed engineers join your team, build in your environment, and ship production data and AI systems — and stay until it works.
Trusted by teams
across industries
We partner with your team to deliver full end-to-end data and AI solutions — from strategy to production, not just advice.
Our engineers embed with your team to build and ship in your environment, not from the sidelines.
Two engineers embedded at NookTek automated a two-hour student registration into a two-minute flow — 60× faster, ~39 staff-hours saved per cohort.
From use-case discovery to model selection and governance — a pragmatic path to AI that pays for itself.
Built a conversational voice AI for iCare Health Services that cut daily documentation across 16 facilities by 76% — and closed compliance gaps.
Modern, scalable data platforms — pipelines, warehousing, and integration built to grow with you.
Built a real-time streaming pipeline for Unif — lab results reach live dashboards in under seven seconds, down from four hours of manual work.
Dashboards and embedded analytics that turn raw data into decisions people actually make.
Real-time dashboards embedded in Unif's web portal for government reviewers, updating the moment a lab result comes in.
High-quality web and application development that puts your data products in front of users.
A comprehensive NookTek student portal — courses, grades, attendance, interviews, mentorship — and the SeatStep gate-to-seat navigation app for iOS & Android.
Interfaces designed around your users and your brand — because adoption is the real ROI.
Designed SeatStep's gate-to-seat experience — a turn-by-turn list, a live concourse map, and AR wayfinding for loud, crowded venues.
Real outcomes for clients in education, healthcare, the public sector, insurance, and consumer apps.
Education · Forward-Deployed Engineering
Two forward-deployed engineers turned a two-hour manual registration into a two-minute automated flow — from application to interview questions to enrollment.
Healthcare · AI Consulting
Replaced manual clinical documentation across 16 facilities with a conversational voice AI — cutting daily paperwork by 76% and closing compliance gaps.
Public Sector · Real-Time Analytics
Replaced a four-hour manual pipeline with instant ingestion and streaming — lab results now reach embedded dashboards for government reviewers in under seven seconds.
Insurance · AI Lead Generation
An AI-driven pipeline that finds and personalizes high-intent life-insurance leads — growing Brightcover's qualified pipeline well beyond word of mouth.
Education · Web & App Development
A comprehensive student portal that unifies the entire NookTek experience — courses, attendance, grades, the interview process, and mentorship — in one seamless place.
Consumer App · Mobile Development
A cross-platform mobile app that walks fans the last hundred metres — turn-by-turn from the turnstile to their exact seat, with a live map, AR wayfinding, and their crew on the map inside.
Our forward-deployed engineers join your team on day one — inside your tools, your data, and your constraints. No slide-deck consulting.
We ship working software early and iterate in production — data platforms, AI systems, and the applications that put them to work.
We leave your team able to run it without us — documented, governed, and maintainable. Success is when you don't need us anymore.
The market is shifting from advice to outcomes — the biggest names in AI now embed engineers with customers instead of selling slide decks. That's been our model from day one.
| AcePointe | Large systems integrators | AI platform vendors | Staffing & nearshore | |
|---|---|---|---|---|
| Who shows up | Senior forward-deployed engineers embedded in your team, start to finish. | Large rotating teams; the pitch team is rarely the delivery team. | Platform engineers focused on deploying their product. | Individual contractors you manage yourself. |
| Time to production | Working software in weeks — we ship early and iterate in your environment. | Multi-quarter programs; discovery and design phases before any code. | Fast — if your problem fits their platform. | Depends entirely on your own management and architecture. |
| Engagement model | Outcome-scoped engagements sized for mid-market budgets. | Hourly rates with $500K+ minimums; incentives favor longer engagements. | Platform licenses plus services; recurring fees. | Hourly or monthly rates per head. |
| What you own after | Everything — code, platform, and docs. We plan our own exit from day one. | Deliverables, plus a dependency on the integrator to run them. | Workflows tied to their platform; switching is costly. | Code of varying quality, no institutional knowledge. |
| Breadth | Strategy through production: data platform, AI, apps, and UX under one roof. | Very broad, but coordinated across separate practices. | Deep on their product, narrow beyond it. | Only the skills you hire, one head at a time. |
Category comparison based on typical engagement models; individual firms vary.
Tell us where you are and where you want to be. We'llcome back within one business day with a point of view.
We'll come back within one business day. Prefer to talk now? Call 602 403 2769.
