Sports Drill Analyzer
View Case Study →Computer VisionSports
Who we work with
01
We help you validate the idea, build the first version and get it in front of users.
02
We connect your systems, automate workflows and build software that keeps up with your growth.
03
We help you replace legacy systems, introduce AI and modernize the technology behind critical operations.
Services
Two ways we work with you. Technology Accelerator Services when you need software delivered. Advisory & Specialized Services when you need senior technical judgment.
01
We build the product.
GenAI, platforms, data and the systems that have to keep running after launch.
02
We advise when you need a decision.
Architecture, UX audits, assessments and fractional CTO support.
Businesses we support
Across industries, we keep seeing the same pattern: critical processes held together by spreadsheets, manual work and systems that were never meant to talk to each other.
Project financials, reporting and approvals that stop being manual.
Policy, claims and underwriting workflows for insurers, brokers, TPAs and MGAs.
Connected workflows, systems and data that work for healthcare teams.
Platforms built for accuracy, automation, auditability and compliance.
Visibility across movement, cost and capacity.
Production, inventory and quality data in one place.
Product engineering and AI solutions that accelerate your roadmap.
Don't see your industry? Tell us the problem instead.
How we think
AI can accelerate delivery. Good product and engineering decisions determine whether it succeeds. We focus on the product, architecture, UX, security, scalability and maintainability that make software work beyond the first release.
01
Are we building the right thing?
02
Are we building it efficiently?
03
Will it scale and remain maintainable?
04
How will it evolve with you?
AI-Augmented Product Engineering
We use AI differently at each stage. Speed when you explore. Discipline when you ship.
01 — Explore
02 — Engineer
01
Idea
02
Rapid Prototyping
Rapid prototype
03
Validate
Idea validation · UX audit · Technical feasibility
04
Specification
Requirements · Logic · Acceptance criteria
05
Context Loading
Codebase · Architecture · Rules · Standards
06
Deterministic Execution
Function-level AI tasks
07
Structured Outputs
Patterns · Interfaces · Standards
08
Validation Gate
Tests · Quality checks
09
Human Review Gate
Engineering review
10
Ship
1
Idea
2
Rapid Prototyping
3
Validate
4
Specification
5
Context Loading
6
Deterministic Execution
7
Structured Outputs
8
Validation Gate
9
Human Review Gate
10
Ship
Vibe Coding helps us discover what to build. AI-augmented product engineering helps us build it right.
Why Aktwins
We're a focused technology company backed by nearly two decades of combined industry experience. You get enterprise-grade engineering with the speed and focus of a dedicated team, backed by the accountability to see it through.
01
Software is a means to your business outcome. We start there.
02
We make the architecture and technology decisions — and stay accountable for them.
03
You get clear scope, practical communication and progress you can see.
04
We can take your technology from product thinking through engineering, launch and beyond.
05
We take responsibility for turning decisions into working, production-ready software.
06
We optimize for maintainability beyond launch — not just your first release.
Questions
Next step
Tell us what you're trying to achieve. We'll help you turn it into a clear product and technology path, starting with the right first version.