Full-stack product development
Business platforms built around how your customers and teams actually work. We bring architecture, backend and user experience together into one maintainable product.
Your software engineering partner
We build the systems your business runs on. Full-stack products, powerful backends and secure AI integrations. We deliver a focused first release, configure the cloud and take ownership of deployment and operations.
One engineering partner. Architecture, development and operations.
Dexterity & ClarityOur experience spans banking and investments, data collection and analytics, healthcare and public-sector services.
01 / Engineering services
For companies building a business platform, connecting existing systems or automating customer operations. We take ownership of the technical delivery.
Business platforms built around how your customers and teams actually work. We bring architecture, backend and user experience together into one maintainable product.
The foundation behind your service: .NET applications, well-structured APIs, reliable databases and integrations with the systems you already depend on.
AI that can work with your business tools. WhatsApp and Telegram assistants, MCP integrations and controlled workflows that connect customer requests to real actions.
From a dependable release pipeline to a well-run production environment. We handle deployment, server administration, monitoring, backups and continued improvement.
A complete service
Each service includes a complementary client interface tailored to its scope — a portal, dashboard or admin panel. Your team gets a practical way to use and manage the system we build.
Our focus is operational software and long-term engineering partnerships. Standalone brochure websites are outside our core offering.
02 / From first release to scale
A focused MVP gets the first useful version into users’ hands quickly. We build in stages, keep early infrastructure costs proportionate and prepare the deployment path for what comes next.
Prioritise the core workflow and agree on a tight first milestone. We choose cost-conscious hosting, containerise the application and automate builds and deployments from the start.
Illustrative architecture · final sizing follows workload analysis
Cloud configuration, containers, CI/CD, secrets, database migrations, monitoring, backups and recovery. We can manage your deployments and infrastructure under an agreed operational scope, with access and documentation retained by your business.
03 / Connected intelligence
Give your customers a direct route to your service through WhatsApp or Telegram. Behind the conversation, AI understands the request and works through approved tools, with your backend enforcing access at every step.
Illustrative workflow · Customer self-service
A user messages your business. The assistant identifies the request and asks for any missing information.
The service sends a secure sign-in link or initiates your identity flow. Credentials stay outside the chat.
Based on the request, AI proposes an API or MCP tool. Your backend validates the input, user permissions and account scope before execution.
Only authorised data is returned. Sensitive changes require confirmation; actions are logged and exceptions can pass to your team.
MCP (Model Context Protocol) connects AI to defined business tools. Authentication and authorisation remain enforced by the service, independently of the model.
We implement bots for verified businesses and support WhatsApp Business onboarding. Platform verification and badge approval are controlled by the respective platform.
Designed around your operations
After authentication, customers retrieve invoices, order updates or account documents from your existing systems.
Collect the required details, check availability through your API and ask the customer to confirm before creating a booking.
Help authorised staff find business data, prepare reports and start approved workflows through a controlled assistant.
Engineering decisions, with the numbers behind them
We compare hosting approaches and AI models against your actual workload. The recommendation balances quality, total cost, latency, data handling and the effort required to operate it.
Compare managed cloud, VPS and dedicated hosting using compute, storage, traffic, backup and administration costs. Define when a change would pay off.
Benchmark candidate models on representative tasks and languages. Compare task success, tool-call reliability, latency and cost per completed workflow, including retries.
Receive a shortlist, documented trade-offs, an estimated operating budget and a staged recommendation. Re-evaluate as requirements, usage and provider pricing change.
Connected to the systems that matter
Smart-ID and eParaksts, banking and payment providers, CRM and ERP, government services, healthcare systems and custom APIs. We assess documentation, permissions, data formats and test environments, then propose a practical integration path.
We agree security, availability, privacy and recovery requirements for each project. Reviews can use OWASP ASVS as a technical baseline, with access controls, dependency checks, automated tests, audit logs and restore testing selected for the system’s risks.
Sector and country requirements are assessed during discovery; project-specific compliance work is scoped explicitly.OWASP ASVS04 / Selected work
Insurance · WhatsApp · .NET
A customer journey bringing together insurance quotes, identity verification, payment and policy delivery. A dedicated backend, database and administration interface support the conversation.

05 / How we work
Direct communication, independent execution and a clear view of progress. We turn business requirements into software your team can rely on.
Map the business outcome, existing systems, users and constraints. Agree on scope and what success looks like.
Define the architecture, data flows and access model. Plan a useful first release with clear delivery milestones.
Implement, test and demonstrate working software. Connect your services and keep decisions visible.
Launch with monitoring, documentation and an agreed support plan. Improve the system as your business grows.
DEXLARIS / LATVIA → WORLDWIDE
We bring full-stack engineering and operational ownership to complex projects. From Latvia to international markets, we work as an accountable delivery partner with clear milestones, direct communication and documented decisions.
Dexlaris — Dexterity & Clarity
We welcome partnerships with businesses in Latvia, across Europe and in the US. We agree on communication windows, deployment regions, data requirements and responsibilities before delivery starts.
Priority engineering / On request
A failing service, a blocked release or an urgent feature. We can step into an existing system, investigate the problem and agree on a focused route to resolution.
Architecture, code, database and infrastructure review. Get prioritised findings, severity, business impact and practical remediation steps.
Prioritised findingsInvestigate incidents, slow APIs, failed deployments and critical defects. Agree on the intervention, recovery plan and handover.
Action planA time-boxed feature, integration or MVP milestone. We define the smallest useful scope and work towards the agreed deadline.
Implementation & handoverPaid, time-boxed engagements. Scope, rates and availability are confirmed before work starts. Evening and weekend work can be arranged.
Business platforms, backend services, integrations and AI-enabled operations. We work with companies that need a complete system or an engineering partner to extend and run an existing one.
Yes. We assess your architecture and interfaces, then define the safest way to extend them. An engagement can cover a focused backend integration or a complete product.
A complementary client interface is included with each service, with its functionality agreed in the project scope. This can be a customer portal, an operational dashboard or an administration panel.
The backend enforces identity, permissions and account isolation. AI uses explicitly allowed tools with validated input. Sensitive actions can require user or staff approval, with audit logs and a human handoff.
Yes. Deployment, server administration, monitoring and ongoing development can be part of the engagement. Support scope and response expectations are agreed before launch.
Let’s build what comes next
Tell us what needs to work better, what systems you use and where you want to go. We’ll help define the technical path.