Custom AI Systems & Advanced Software Engineering
Complex Software.Intelligent Systems.Engineered Around Your Business.
We design and develop custom AI solutions, advanced web and mobile applications, and business-critical software built for requirements that off-the-shelf products cannot meet.
- Manufacturing & industry
- Operations-intensive companies
- Technical product teams
Why custom engineering
When your process is your advantage, generic software becomes the constraint.
Standard products are designed for the average company. When your operations depend on specialized logic, engineering data or tightly connected systems, forcing them into a template costs more than building the right system.
- 01
Your logic, encoded exactly
Pricing rules, production constraints and approval flows are implemented precisely — not approximated with workarounds.
- 02
Built to connect
New software works with the ERP, databases and tools you already rely on, instead of becoming another silo.
- 03
Designed to evolve
Clear architecture and maintainable code let the system grow as your business and requirements change.
Expertise
Four engineering disciplines, designed to work as one system.
Most serious systems combine several of these. We design them together, so the AI, the backend and the interfaces behave as a single, coherent product.
- 01
Custom AI Systems
Intelligent software built around your data, rules and decisions.
- Document & engineering-data intelligence
- AI-supported decision systems
- Human-in-the-loop workflows
- 02
Complex Software Systems
Operational, industrial and business-critical platforms.
- Industrial & manufacturing software
- Specialized operational platforms
- Architecture & system integration
- 03
Advanced Web Applications
Enterprise web applications, SaaS platforms and APIs.
- Enterprise web applications
- Multi-tenant SaaS platforms
- Custom APIs & backend services
- 04
Mobile Application Development
Native and cross-platform apps for business and consumer platforms.
- Native iOS and Android apps
- Cross-platform applications
- Apps connected to custom backends
Problems we solve
The problems that bring companies to us.
Clients rarely arrive asking for a technology. They arrive with an operational problem that standard tools have failed to solve.
Critical knowledge lives in spreadsheets and in a few people's heads.
What we engineer: A system that encodes your rules explicitly, so they are consistent, testable and auditable.
Engineering drawings and documents are re-keyed by hand.
What we engineer: Document and drawing intelligence that extracts structured data for expert review.
Core systems don't talk to each other.
What we engineer: An integration architecture that connects ERP, databases and operational tools reliably.
Off-the-shelf software has been bent past its limits.
What we engineer: A purpose-built platform designed around the way the work actually happens.
Decisions depend on data no one can see in one place.
What we engineer: Decision-support tools and interfaces built on connected, trustworthy data.
A product idea needs serious engineering to become real.
What we engineer: Web, SaaS and mobile products architected for growth from the first release.
Solution example
From engineering drawing to production plan.
An illustration of the kind of system we engineer for manufacturers: AI reads technical drawings, manufacturing logic turns them into routings, work orders and cost estimates — and engineers review and approve every result.
Illustrative architecture. It describes a problem domain and a solution approach, not a specific client project.
See all solution examplesExtracted part data
- Material
- AL 6061-T6
- 0.99
- Thickness
- 8 mm
- 0.98
- Holes
- 4 × Ø12 H7
- 0.97
- General tolerance
- ±0.05
- 0.71Needs review
- Operations
- CUT · DRILL · DEBURR
- 0.93
Verified
- 1
Drawing interpretation
Read geometry, dimensions, tolerances, materials and notes.
- 2
Structured extraction
Turn what was read into validated, structured part data.
- 3
Manufacturing logic
Apply process rules: operations, machines, setups and constraints.
- 4
Human review
Engineers verify and approve; low-confidence fields are flagged.
- 5
Routing & work orders
Generate production routings and work orders from approved data.
- 6
Production costing
Estimate material, machine time and labor for quoting and planning.
- 7
ERP integration
Write results to existing enterprise systems through defined interfaces.
Engineering approach
A structured process for systems that have to work.
Every engagement follows the same discipline: understand the problem, design the system, build in visible increments and verify against reality.
- 1
Discovery & requirements
Understand the problem, the process and the constraints.
- 2
Architecture & system design
Design the system before building it.
- 3
UI/UX & implementation
Build in increments you can see and use.
- 4
Integration & testing
Verify against reality, not assumptions.
- 5
Delivery & evolution
Launch carefully, then keep improving.
Client project · anonymized
Advanced Multi-User Web Application
A recent client project: the full experience of an established mobile product, rebuilt as a multi-user web platform with its own backend and staff console.
Read the case studyWeb app
Installable PWA
Staff console
API
- Auth
- Validation
- Rate limits
Real-time gateway
- Live updates
- Presence
- Relational database
- Redis
- Object storage
How we engineer
Credibility should come from substance.
We don't publish logos or testimonials we can't back up. Here is how we approach the engineering instead — ask us about any of it in the first conversation.
- 01
Architecture before code
System boundaries, data models and integration contracts are designed and documented before implementation begins.
- 02
AI with guardrails
Model outputs carry confidence signals, are validated against business rules and go to a person when an error would be costly.
- 03
Integration as a first-class concern
We design around the systems you already run — ERP, databases, file stores and third-party APIs — from the first sketch.
- 04
Production discipline
Testing, logging, access control and repeatable deployments are part of the build, not an afterthought.
- 05
Maintainable by design
Clear structure and documentation, so the system can be extended by us or by your own engineers.
- 06
Direct engineering contact
You work with the people designing and building your system, without layers of account management.
Typical building blocks
Technology is selected for each project's requirements. Frequent choices include:
- Interfaces
- ReactTypeScriptSwiftKotlin
- Backend
- PythonREST APIsSQL databases
- AI
- LLMsOCR & visionRetrieval
- Integration
- ERP interfacesWebhooksFile pipelines
Start a conversation
Have a system that off-the-shelf software can't handle?
Describe the problem. We'll reply with an engineering perspective on how it could be solved and what a sensible first step looks like.
Or write to contact@shama-tech.com