Product Engineering
From discovery to release, we craft web platforms that scale cleanly.
Learn. Build. Grow. Repeat.
AI product engineering for teams that want momentum without the usual delivery chaos.
AIKrits blends product thinking, AI automation, and practical engineering to help founders and teams turn ideas into reliable digital delivery.
First response
Within 1 business day
Scope
Written before work starts
Progress
Demos in short cycles
These are our working commitments, not measured statistics.
Growth intelligence
An opportunity engine designed to attract the right clients.
Interactive playbook
Where to start
Show the product and the person behind it before the market gets noisy.
- Founder communities
- Product Hunt
Priority actions
- 1Share build-in-public updates on a regular rhythm
- 2Package an offer around a short discovery sprint
- 3Turn each real project into a short, honest write-up
Source: AIKrits working playbooks and general go-to-market practice. These are planning suggestions, not market statistics or guaranteed outcomes.
What we do
Practical product work that ships.
AI Workflow Automation
Reduce repetitive ops with practical AI automations wired into your stack.
Cloud and DevOps
Stabilize deployments with observability, CI/CD, and cost-smart architecture.
AI-Driven Dev Fixes
Already have a project and a tight deadline? Experienced engineers, working AI-assisted, get it unstuck and shipped.
AI-Driven Dev Fixes
Already have a project and the deadline is close?
Bring us the project you already have. Experienced engineers review it, find what is blocking delivery, and fix it using AI-assisted development to move faster. We tell you up front whether your date is realistic.
What we can help get unstuck
- Bugs and failing builds
- Unfinished features
- Slow or fragile code
- Broken deployments
- Missing tests
- Integrations that do not work
- Performance problems
- Handover and documentation gaps
- 1
Share the project
Send a short brief or repository access. We can sign an NDA first if you need one.
- 2
We triage it
You get what we found, what we would fix first, and an honest view on whether the deadline is realistic.
- 3
Fix in short cycles
You see running progress often. AI-assisted changes are reviewed by an engineer and tested before they ship.
Not every project can be rescued in time. If we cannot meet your date, we will say so at the start rather than after.
How it works
A simple path from idea to delivery.
01
Clarify the mission
We map the problem, define the scope, and align the right product and AI use cases.
02
Build with ownership
We design, prototype, and ship in short, visible cycles with clean engineering and clear feedback.
03
Scale with confidence
From launch to support, we improve the product with data, automation, and platform reliability.
What you can verify
Proof you can check, not promises.
Scope before spend
Every engagement starts with a written scope and estimate you approve before work begins.
Working demos, not status slides
You see running software in short cycles, so you can steer early instead of at the end.
Talk to us first
Ask for a technical walkthrough or references relevant to your project before you commit.
How we can start
Engagement formats.
Product Engineering
Discovery sprint
A short, fixed-scope engagement that ends with a clear roadmap, architecture sketch, and estimate.
Web Platforms
MVP build
A focused first release of the one workflow that matters most, built to be extended.
AI Workflow Automation
Automation pilot
One repetitive process mapped, automated with a human fallback, and measured against the manual baseline.
Flexible pricing
Growth includes
- Up to 3 parallel feature streams
- AI workflow integration
- Automated QA and CI checks
- Priority support with weekly review
How many sprints?
Estimate for 2 sprints
From $6,998
Simple multiplication of the per-sprint starting price. The final scope and price are agreed in writing before work starts.
Questions before you reach out
Straight answers to common doubts.
Still unsure? Ask on WhatsApp or send a short brief. There is no obligation to continue after we reply.
How quickly will I hear back?
Our working commitment is a first response within 1 business day. WhatsApp is usually the fastest way to reach us.
Do I need to commit to a big project?
No. A discovery sprint or a small pilot is a short, fixed-scope way to start, so you can judge how we work before deciding anything larger.
What should I prepare before reaching out?
Only the problem you want solved, a rough timeline and a budget range. The project brief builder walks you through it in about a minute, and you do not need technical specifications.
How is pricing decided?
The plans show starting prices. For every engagement we write down the scope and estimate, and you approve it before any work begins.
Can you work with my existing product or tools?
Tell us about your current product and stack in the brief. We will say plainly whether we are a good fit, including when we are not.
Is my project information kept confidential?
Yes. Project details you share are handled confidentially and used only to respond to your request.
Ready to turn ideas into shipped momentum?
Share your goals, timeline, and budget. We will map the practical next step and send a clear proposal within 24 hours.