AI Consulting

Build AI-powered SaaS.
Ship it faster.

From serverless architecture to AI-integrated testing—we help teams deliver intelligent products without the infrastructure headache or release bottlenecks.

Start a conversationNo commitment. Just a conversation about your needs.

The Challenge

Building AI products is hard.
Shipping them is harder.

Latency kills experience

AI calls take 30-90 seconds. Users expect instant feedback. Traditional architectures force impossible trade-offs.

Costs spiral fast

Wrong models, idle servers, duplicated infrastructure. Every architectural shortcut becomes technical debt.

Releases bottleneck on QA

Test maintenance consumes your team. Flaky tests create noise. QA becomes the constraint on shipping.

Our Approach

Two pillars. One goal.

We help you build the foundation and ship with confidence.

Build

Architecture & Infrastructure

Serverless, multi-tenant platforms with sub-100ms responses. Async AI processing that never blocks your users.

Single-table DynamoDB with architectural isolation
Async AI pipelines with SQS & Lambda
RAG & semantic search with per-tenant vectors
Real-time WebSocket notifications
Multi-provider inference (OpenAI, Anthropic, Google)
Stripe billing & subscription management
<100ms
API response time
$0
Idle infrastructure cost

Ship

QA & Testing Automation

AI-integrated testing workflows that accelerate releases. Signal over noise. Ship with confidence.

AI-assisted test generation from requirements
Intelligent test analysis & root cause detection
Flaky test identification & filtering
Automation framework setup (Playwright, Cypress)
CI/CD integration & pipeline optimization
Ongoing test maintenance & optimization
10x
Faster test creation
90%
Less triage noise

How We Work

Engagement models that fit

From initial discovery to embedded partnership.

01

Discovery

Evaluate your needs against current AI capabilities. Recommend the right fit for your product and budget.

02

Architecture Review

Deep-dive into your system. Identify bottlenecks, cost drivers, and scaling limits. Deliver a roadmap.

03

Implementation Sprint

Hands-on build of core infrastructure or test automation. Production-ready in weeks, not months.

04

Embedded Partnership

Long-term engagement as an extension of your team. Continuous evolution and knowledge transfer.

Results

What our approach delivers

Measured outcomes from production systems.

<100ms
API responses
Down from 500ms-2s
Zero
Servers to manage
Fully serverless
50-70%
Cost reduction
Infrastructure & testing
Infinite
Scale ceiling
No fixed capacity

Is This Right For You?

We work best with teams who are...

Our approach isn't for everyone. We specialize in helping technical teams move faster on AI-powered products.

Building a SaaS product with AI/ML features
Spending too much time on infrastructure decisions
Watching QA become the release bottleneck
Needing instant responses from slow AI models
Ready to scale without rewriting everything

Ready to build faster and ship sooner?

Tell us about your project. We'll show you how these patterns can accelerate your roadmap.

Start a conversation
Start a conversation