Forward-Deployed Engineering
Our engineers embed with your team to build and ship in your environment, not from the sidelines.
Example
A team of 4 embedded at NookTek shipped their first AI feature in 6 weeks — and left their engineers running it.
Forward-Deployed Data & AI Engineering
Embed.Build.Ship.
AcePointe's forward-deployed engineers join your team, build in your environment, and ship production data and AI systems — and stay until it works.
Senior engineersWeeks to productionYou own it after
Trusted by teams
across industries
Our expertise
We partner with your team to deliver full end-to-end data and AI solutions — from strategy to production, not just advice.
AI Consulting
From use-case discovery to model selection and governance — a pragmatic path to AI that pays for itself.
Example
Took a healthcare network from "can voice AI work for us?" to a compliant incident-reporting system live in 6 facilities.
Data Engineering & Architecture
Modern, scalable data platforms — pipelines, warehousing, and integration built to grow with you.
Example
Built a modern analytics platform for a healthcare institution on AWS, Airflow, and Snowflake.
Analytics & Visualization
Dashboards and embedded analytics that turn raw data into decisions people actually make.
Example
Interactive dashboards and embedded analytics for Hookes Consult, white-labeled for their own clients.
Web & App Development
High-quality web and application development that puts your data products in front of users.
Example
A self-service platform for an education institute where students manage their entire experience end to end.
UX/UI Design
Interfaces designed around your users and your brand — because adoption is the real ROI.
Example
Redesigned a client-reporting platform around fast, robust search — adoption doubled in the first month.
Recent work
Real outcomes for clients in insurance, healthcare, education, and real estate.
Insurance · AI Lead Generation
Smarter lead generation for a national life insurer
Built an AI-driven lead scoring and routing engine that qualifies prospects in real time and puts agents on the highest-intent conversations first.
3.1×more qualified leads per agent
Read the story Healthcare · Voice AI
Voice-first incident reporting for a healthcare network
Replaced form-based incident reporting with a voice AI workflow — clinicians speak, the system captures, structures, and files compliant reports automatically.
82%less time spent on incident reports
Read the story Education · End-to-End AI
End-to-end AI implementation at NookTek
Embedded with NookTek's team to take AI from roadmap to production — learning copilots for students, analytics for educators, and the data platform underneath.
6 wksfrom kickoff to first AI feature live
Read the story Real Estate · Real-Time Data Engineering
Real-time residential housing analytics for Radix
Built a production pipeline that streams real-time data from external sources, transforms and stores it, and powers live dashboards embedded on Radix's website.
3 wksto live streaming dashboards in production
Read the story How we work
- 01
Embed
Our forward-deployed engineers join your team on day one — inside your tools, your data, and your constraints. No slide-deck consulting.
- 02
Build & ship
We ship working software early and iterate in production — data platforms, AI systems, and the applications that put them to work.
- 03
Transfer
We leave your team able to run it without us — documented, governed, and maintainable. Success is when you don't need us anymore.
How we compare
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.
Ready to ship? Let's talk.
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