Software · Cloud · Applied AI
We build the software, and now the intelligence that runs inside it.
Tech Assets is an engineering group that has spent its history building hosting platforms, migration systems and SaaS products at internet scale. Today that same team designs and ships production AI — copilots, agents, retrieval systems and automation — on infrastructure we know how to run.

AI Development
Applied AI, engineered like production software.
Not demos. We deliver AI features with tests, evaluation, observability and a rollback plan — the same discipline we apply to any system that has to stay up.
LLM Applications
Copilots, assistants and document workflows wired into your own data — built for latency, cost control and predictable behaviour.
Autonomous Agents
Multi-step agents that plan, call your internal tools and APIs, recover from failure, and stay inside guardrails you define.
Retrieval & RAG
Hybrid search over private corpora with chunking strategy, re-ranking and evaluation harnesses so answers stay grounded.
Model Operations
Prompt versioning, evals, tracing, fallbacks across providers and spend monitoring — the plumbing that keeps AI reliable in production.
Intelligent Automation
AI decisioning folded into the pipelines that already run your operations: classification, extraction, routing, QA and reporting.
AI-Assisted Modernization
Legacy estates refactored with model-accelerated analysis, automated test generation and staged, verifiable cutovers.
Engineering Disciplines
A full development team, not a single specialty.
Product & Platform Engineering
Full-stack web applications, customer portals, billing and provisioning systems, internal tools — designed to be maintained, not rewritten.
- React & TypeScript
- Node, Python, PHP
- Design systems
- Accessibility
APIs & Integration
Service boundaries, event pipelines and third-party integrations that hold up under real traffic and real edge cases.
- REST & GraphQL
- Webhooks & queues
- Payments & billing
- Auth & SSO
Cloud & Infrastructure
Provisioning, containers, CI/CD, observability and cost engineering. Decades of running hosting platforms informs every decision here.
- AWS & bare metal
- Kubernetes & Docker
- CI/CD pipelines
- Monitoring & SLOs
Data & Migration
Moving live systems without downtime is our oldest specialty — proprietary migration tooling, verified cutovers, zero data loss.
- Schema migration
- Vector stores
- ETL pipelines
- Zero-downtime cutover
Hosting
Hosting industry experts since 1997.
Tech Assets has spent its history building and acquiring hosting companies — shared, reseller, cPanel, Rails and VMware cloud — and moving their customers onto platforms we engineered ourselves. We were among the first to offer consumer cloud hosting on virtualization, and our proprietary migration technology has carried entire customer bases across platforms without downtime.
Since
1997
Virtualized cloud
2002
Brands
20+

Jumpline.com
1997Web Hosting

Open Source Host
2007Niche Web Hosting

Christian Web Host
2008Niche Web Hosting

DomainRegi
2009ICANN-Accredited Registrar

APS Panel
2010cPanel Plugin

WebIntellects
2011Web Hosting

ServFarm
2012WordPress Hosting

SendUser
2013Email Marketing SaaS

Attracta
2013SEO Platform

Hostamania
2013Web Hosting by Hulk Hogan

init3
2014VMware Cloud Hosting
Also in the portfolio
- Eclipse Hosting2005
- DigitalSpace2007
- SurfSpeedy2007
- Gemstream2008
- SimpleHost2008
- EMAX Hosting2009
- LowCostDomains2009
- HostingRails2010
- HostIcan2011
- 100MegsWebHosting2011
How We Build
From framing to production, without the theatre.
Frame the problem
We start with the workflow, the data you already hold, and where a model actually beats deterministic code.
Prototype in the open
A working slice in weeks, in your environment, against your data — so the decision to scale is made on evidence.
Harden for production
Evaluation sets, guardrails, tracing, fallbacks, cost ceilings and load testing before anything touches a customer.
Operate and iterate
We stay on: monitoring quality drift, tuning retrieval, swapping models as the frontier moves, and shipping improvements.
Track Record
Products we designed, built and ran ourselves.
Since 1997 this team has built its own platforms rather than reselling someone else's — control panels, virtualization, registrars, SEO tooling and SaaS. That product ownership is what we bring to your build.
- Hosting control panels
- Virtualized cloud platforms
- Registrar & domain systems
- SEO tooling at web scale
- Mailing list SaaS
- Software install marketplaces
- Reseller & billing platforms
- Large-scale platform migrations
Leadership
Operators and engineers who have shipped this before.
Andy Mentges
CEO
Operating executive across the hosting industry. M.B.A. from Ohio Dominican University and M.S. in Information Systems from DePaul University.
Start Here
Tell us what you want to build.
Send the problem, the constraints and the deadline. You will get an engineer's answer on scope, approach and whether AI belongs in it at all.
hello@techassets.comHeadquarters
St. Petersburg, FL
111 2nd Avenue Northeast, Suite 620
St. Petersburg, FL 33701
