Product Engineering
Design and delivery of maintainable web applications, digital products, and modernized platforms.
Build better.
Work smarter.
Software, AI Agents & Cloud Engineering
Custom software and AI automation for startups and growing businesses. Work directly with the founder to scope, build, and support technology around your workflows.
ONE PARTNER. EVERY LAYER.
OUR SERVICES
Every layer of technology.
One connected approach.
Integrated expertise across software, AI, cloud, and security. Build something new, improve what you have, and keep it running.
AI & Automation
Practical AI workflows and automation with measurable objectives, defined data access, and human oversight.
Cloud & DevOps
Cloud architecture, infrastructure as code, delivery pipelines, and operations across AWS, Azure, and Google Cloud.
Cybersecurity
Application and cloud security reviews with prioritized findings and practical remediation planning.
Managed Technology
Ongoing infrastructure care, monitoring, maintenance planning, and operational improvement.
WAYS TO WORK TOGETHER
A clear starting point.
A scope that fits.
Start with one product goal or workflow. Choose a focused build, ongoing engineering capacity, or a managed agent.
BUILD SOMETHING SPECIFIC
Fixed-scope project
One small software feature, integration, or automation with a defined finish line.
From $850 / project
- One small, agreed deliverable
- Acceptance checks and handover
- Additional scope quoted separately
KEEP YOUR SYSTEMS MOVING
Ongoing engineering
Reserved engineering capacity for cloud, DevOps, maintenance, and a prioritized improvement backlog.
From $400 / month
- Up to 5 planned engineering hours/month
- Prioritized tasks and a monthly review
- Support hours and extra work agreed
BUILD, RUN, AND IMPROVE
Managed AI agents
A defined agent workflow, with deployment, monitoring, maintenance, and ongoing care.
From $175 / month
Setup from $550- One narrow workflow and agreed source/tool
- Quality checks and up to 2 care hours/month
- Hosting and model usage charged separately
Quotes are in USD. Every proposal sets out deliverables, timing, fees, ownership, handover, and support. Hosting, licenses, and AI usage are identified separately. Extra scope is agreed before work begins.
Scope and ongoing care
Included time covers agreed engineering, review, communication, and documentation. Before work starts, your proposal defines usage allowances, support hours and response targets, additional-work rates, renewal, cancellation, and handover. Extra work requires agreement before billing. Monthly plans do not imply unlimited changes or round-the-clock cover.
How delivery works
- 01
Discover
Understand your goals, users, and constraints.
- 02
Design
Define the architecture and a practical plan.
- 03
Build
Deliver in focused, reviewable stages.
- 04
Secure
Validate access, resilience, and protection.
- 05
Launch
Release with monitoring and a rollback plan.
- 06
Operate
Maintain, support, and improve over time.
EXPLORE A WORKING EXAMPLE
See a knowledge workflow in action.
Search four example documents and inspect the source passages behind each match. Start with an example workspace before discussing your own systems.
CUSTOM & MANAGED AI AGENTS
Expertise that builds.
Agents that get to work.
Knowledge, sales, support, documents, and operations. Custom builds or managed agents, with defined access and human oversight.
MANAGED AI AGENTS · AaaS
Agent as a Service
We build, deploy, and manage your agent, with monitoring, updates, and support under an agreed ongoing plan.
- Deployment & integrations
- Monitoring & improvement
- Ongoing support
Setup, usage, and service terms are defined in your proposal.
Knowledge Assistant
Find answers in approved documents, with references your team can review.
Lead Assistant
Organize incoming inquiries and prepare a clear handoff for your sales team.
Operations Assistant
Turn recurring updates into clear summaries, exceptions, and next actions.
Support Assistant
Prepare grounded support replies, classify requests, and hand off cases that need your team.
Document Agent
Extract agreed fields, flag missing information, and prepare documents for review.
Workflow Agent
Coordinate approved steps across your tools, with clear approvals and an activity trail.
Built for your workflow. Explore AI agents or request a scoped proposal.
THE TOOLS BEHIND THE THINKING
Across design, AI, software, data, cloud, and delivery.
AWS
Azure
Google Cloud
OpenAI
Anthropic
LangChain
n8n
Hugging Face
React
Next.js
TypeScript
Python
FastAPI
PostgreSQL
Figma
MongoDB
Redis
MySQL
Elasticsearch
Node.js
Docker
Kubernetes
Terraform
GitHub
GitLab
Ansible
Prometheus
Grafana
Cloudflare
Vercel
INDUSTRIES WE BUILD FOR
Built around
your industry.
Software, AI, cloud, and security aligned with the way your business works. We start with your workflows, priorities, and goals.
SaaS & Technology
Product platforms, integrations, and reliable releases.
Information Technology
Infrastructure, access, and dependable IT operations.
Startups
MVPs, practical automation, and a foundation to grow.
Financial Services
Secure applications, controlled access, and reliable data flows.
Healthcare
Connected workflows with privacy and access in mind.
E-commerce
Connected storefronts, payments, and order workflows.
Professional Services
Client systems, shared knowledge, and workflow automation.
LET’S TALK
Your next step.
Tell us what you want to build or improve.
Discuss your project
WHY LAYERCREST
Thoughtful engineering.
Lasting foundations.
Technology should make your business easier to run. We connect technical decisions with your goals, and leave your team with systems they can understand.
Get to know Layercrest
Security by design
Protection considered from the first decision.
Automation first
Less repetitive work. More dependable delivery.
Built for production
Reliability and recovery are part of the plan.
Engineering depth
The application and infrastructure, considered together.
Clear documentation
Decisions and knowledge your team can keep.
Long-term thinking
Systems designed to evolve with your business.
ARCHITECTURE GUIDES
See the thinking
behind the technology.
Practical guidance for financial platforms, SaaS products, and application modernization. Understand the decisions before you build.
FINANCIAL SERVICES
Financial Platform
Architecture guidance for financial workflows, controlled access, and resilient operations.
SAAS & TECHNOLOGY
SaaS Platform
Architecture guidance for product delivery, tenant isolation, and scalable SaaS operations.
ENTERPRISE
Enterprise Application
A practical guide to modernizing business applications while protecting essential workflows.
IDEAS & PERSPECTIVES
A closer look at
better engineering.
Practical guides to the decisions behind reliable software, secure platforms, and useful automation.
CLOUD & INFRASTRUCTURE
AWS Architecture Patterns for Production Applications
CYBERSECURITY
How to Secure Kubernetes Workloads in Production
AI & AUTOMATION
Where AI Automation Delivers Real Value
BEFORE WE BEGIN
A few useful answers.
What does Layercrest Systems do?
Layercrest Systems provides product engineering, AI and automation, cloud and DevOps, cybersecurity, and managed technology services. We help businesses plan, build, secure, and operate their systems, with scope and responsibilities agreed for each engagement.
Where should we start?
Start with the business goal or the problem you want to solve. We can help define a focused engagement, whether that involves building a product, reviewing an existing platform, automating a workflow, or arranging ongoing support.
Can you work with our existing technology?
Yes. We begin by understanding your current systems, integrations, and team responsibilities, then plan improvements around the constraints that matter to your business.
Can you build a custom AI agent?
Yes. We scope and build AI agents for knowledge, sales, support, document processing, and connected business workflows. Your proposal defines data sources, tool access, human oversight, evaluation, deployment, pricing, and support.
Can you manage AI agents after launch?
Yes. Agent as a Service is our ongoing managed delivery model. The agreed plan can cover deployment, monitoring, quality reviews, maintenance, updates, and support. Setup, usage allowances, operating costs, and service terms are defined in your proposal.
Do you support the technology after launch?
Managed Technology covers ongoing care and improvement. Support coverage, responsibilities, escalation paths, and response targets are agreed in the engagement scope.
YOUR NEXT CHAPTER
Good technology starts
with a conversation.
Tell us what you're building, what needs to work better, or where you need support. We'll help you define the next step.