One team across the whole journey. A useful outcome at every step.
Discover / 01
Find the work worth doing.
Understand your customers, your team and the work between them. Map the problem, choose the right approach and agree how to measure the result.
What you leave with
A focused scope, success measures and a delivery plan.
Inspect the workflow. Find the useful intervention.
Prototype / 02
Make the idea testable.
Put a working idea in front of your team. Try real examples, inspect the outputs and test the uncertain parts before committing to a full build.
What you leave with
A working prototype and evidence for the next decision.
Sample input. Working prototype. Testable output.
Productionize / 03
Make it dependable.
Build the tested approach into dependable software. Add evaluation, access controls, monitoring and clear behavior when something goes wrong.
What you leave with
A system prepared for live use and an operating plan.
Tested. Secured. Ready to operate.
Integrate / 04
Put it where work happens.
Connect the product to the tools and data you already use. Build the adapters, permissions and human handoffs, then test the whole workflow together.
What you leave with
An integrated workflow, documentation and a team handover.
Your tools → API adapter → AI workflow.
Maintain / 05
Keep it working well.
Watch how the system performs in everyday use. Resolve issues, keep dependencies and data connections up to date, and improve it with a clear support owner.
What you leave with
Ongoing support, maintenance and an improvement plan.
Observe the system. Adjust. Verify.
Our services
From the right question to a working solution.
Strategy, design and development, through to the systems behind the product. Bring us in for one part or work with us from the first decision to ongoing support.
A clear direction
AI & Technology Consulting
Turn a business problem into a practical plan. We review your architecture, evaluate AI, compare platforms and help you decide what to build, buy or improve.
Put AI to work on a specific task. Build knowledge assistants, chat and voice agents, or document tools that extract, validate and reconcile information with human review.
You get
AI product · Evaluation · Permissions & review flows
Less work between tools
Automation & System Integration
Connect the systems your team already relies on. Automate workflows across CRM, ERP, LINE, POS and payments, with APIs, SDKs or MCP where they fit.
You get
Connected workflows · APIs & adapters · Run history
Built to keep working
Cloud, Modernization & Support
Get software into production and keep it dependable. We plan deployments, monitoring and backups, modernize legacy systems and support the product as it evolves.
You get
Deployment · Monitoring & backups · Maintenance
A clearer view of the business
Data & Analytics
Bring scattered data into one useful picture. We build pipelines, dashboards and reporting tools so teams can trace a number, understand a trend and investigate a problem.
You get
Data pipelines · Dashboards · Reporting
An experience that makes sense
Product Design & UX/UI
Work through how a product should feel and function before building it. We design user journeys, interfaces and prototypes, with a design system your team can carry forward.
You get
User flows · Interactive prototypes · Design systems
Software for everyday work
Web Application & SaaS Development
Create the product behind your business. We build SaaS platforms, customer portals, online stores, booking systems and the back office that keeps them running.
You get
Web application · Accounts & payments · Admin tools
A place for your brand
Website Development
Build a website with a clear story and a distinct visual identity. From brand sites and landing pages to multilingual websites with content your team can manage.
You get
Responsive website · CMS · Content handover
Solutions & examples
A few ways ideas take shape.
Explore 10 example projects, from AI infrastructure and agents to digital products and business systems. These are interactive concepts with sample data, built to show what we can create together.
Build agents that use tools, retain context and coordinate tasks. We connect memory, MCP and your existing systems, with permissions and human approval where needed.
Example project
Team Knowledge Assistant
An internal assistant that retrieves team knowledge, uses approved tools and waits for a person before taking sensitive actions.
Local agent runtimeYour environment
Memory
01Task context
02Session history
03Working notes
AgentPlan → act → record
Tool permissions
Read files
Query memory
× External sendApproval
MCP Tools & data↔Local runtime Your agent↔Agent-to-agent Task handoffs
Execution trace
Summarize a document, then request permission to send.
Useful agent work, inside a controlled environment.Illustrative view · sample data
What we can build
Agent governance, permissions and approval flows
Memory layers for context across tasks and sessions
Local agentic execution in your environment
MCP connections to tools and data
Agent-to-agent coordination and task handoffs
You get
An agent system your team can extend, inspect and operate.
For developers, technical founders & platform teams02 / 10
Custom AI tools for developers.
Build APIs, SDKs, command-line tools and MCP integrations around your AI capabilities. Add evaluation, tracing and debugging so other developers can build on them.
Example project
Tool Gateway
A developer integration with a readable request, a typed response and a trace of the tool call.
What we can build
Custom AI backends, APIs and SDKs
Developer tools, CLIs and local agent workflows
MCP servers and agent integration tooling
Evaluation harnesses, tracing and debugging interfaces
You get
Developer-facing software with usable interfaces and a clear integration path.
For operations, infrastructure & support teams03 / 10
Turn alerts into an investigation.
Group related alerts, connect logs and trace service dependencies. Give operations teams an incident brief with evidence and a clear place to investigate.
Example project
Incident Desk
An incident workspace that brings related alerts and service dependencies into one investigation.
What we can build
AIOps and infrastructure alert triage
Related-event grouping and incident context
Investigation assistants connected to operational tools
You get
A reviewable incident brief, with the signals behind it.
For contact centers & customer-facing products04 / 10
Voice agents for customer service.
Answer service calls, complete routine tasks and hand off to your team. Add Thai speech recognition, call quality review and personal information masking.
Example project
Service Desk Voice
A Thai service-call assistant with a reviewable transcript, masked personal details and a handoff to a human operator.
What we can build
Voice agents and call center assistants
Thai ASR, transcription and audio normalization
Call quality review and conversation insights
PII detection and masking in transcripts
You get
A connected voice experience, with a conversation your team can review.
Extract and validate invoices, payslips and financial records. Build reconciliation workflows and finance copilots that keep answers linked to their sources.
Example project
Invoice Review
A document workflow that extracts invoice fields and links every value to its location on the source document.
What we can build
OCR, invoice and payslip extraction
Payroll mapping and field validation
Transaction matching and reconciliation support
Finance copilots with source-linked answers
Document review and system integration
You get
Usable records and reviewable answers, with the source always within reach.
For business teams, SMEs & customer platforms06 / 10
Connect the work between your systems.
Automate handoffs across inboxes, CRMs, ordering systems and customer apps. Add AI for routing, content and repeatable tasks, with approval steps and run history.
Example project
Supplier Handoff
A supplier onboarding workflow with an approval step before updating the CRM, and a visible run history.
What we can build
Cross-system workflows and API integrations
AI-assisted routing and human approvals
Smart POS and LINE Mini App integrations
AI content and product description generation
Run history, retries and team handover
You get
A workflow with a clear next step and an owner for every exception.
Bring sales, operations and customer data into a shared view. We connect the sources, agree what each metric means and build tools that help your team investigate the numbers.
Example project
Business Signals
A business dashboard combining web and retail orders, with traceable metrics and channel comparisons.
What we can build
Data pipelines, cleaning and scheduled syncs
Business dashboards and operational reporting
Channel, product and customer analysis
Metric definitions, source links and access controls
You get
A reporting system with consistent metrics and a clear path back to the source.
Turn a working process into a useful product. We design and build the experience for your customers, your team and the people managing everything behind the scenes.
Example project
Project Room
A client portal that brings project milestones, deliverables and approvals into one shared workspace.
What we can build
SaaS products, memberships and customer portals
Account roles, permissions and approval flows
Booking, billing and subscription integrations
Admin dashboards, file sharing and activity history
You get
A working web application with clear access controls and a usable back office.
Give your business a distinct home online. We bring content, design and development together, with a site that works across screens and is easy to keep up to date.
Example project
Form / Space
An architecture studio website with an editorial project collection and a CMS for the team behind it.
What we can build
Brand websites and campaign landing pages
CMS collections and publishing workflows
Multilingual content and responsive layouts
Contact forms, booking and business integrations
You get
A finished website, an editable CMS and the tools to keep it current.
Create a storefront or booking experience around how your business operates. Connect product information, inventory, payments and fulfillment without losing the character of your brand.
Example project
Ordinary Objects
A small design store with a considered catalogue, product selection and a connected order workflow.
What we can build
Product catalogues, variants and shopping carts
Checkout, payment and order integrations
Appointments, reservations and availability
Inventory, customer accounts and store operations
You get
An online sales or booking channel connected to the work behind every order.
Internal tools, client portals and connected reporting. Give your team one place to work, with clear permissions and fewer manual handoffs.
B2B2C
Platforms & partner networks
Platforms your partners can use to serve their customers. Connect accounts, orders and workflows while keeping each partner’s data and access separate.
B2C
Consumer brands & services
Brand websites, online stores and booking experiences. Help people discover your business, buy a product or get the service they need.
Fintech
Financial products & teams
Document processing, reconciliation and finance copilots. Make records easier to work with, with source evidence and human review built in.
Prosumer
Professionals & creators
Websites, membership products and focused assistants. Make it easier to share your work, serve your clients and handle repeatable tasks.
B2D
Developers & product builders
APIs, SDKs and agent infrastructure for other builders. From memory layers to MCP integrations, we build the pieces your product needs.
The way we partner
Close to the problem. Closer to your team.
Whether you’re building a product or improving an operation, we work with the people who know the problem and the people who will use the result.
Your context. Our craft. Shared ownership.
A focused place to start.
Agree on one valuable problem, a clear scope and a way to judge the result. Build from what the business actually needs.
A shared brief & success measures
The people you meet do the work.
Work directly with the people shaping the solution and writing the software. Review working progress together and make decisions as a team.
Working sessions & visible progress
Built to become part of your business.
Get software that fits your workflows, with documentation, a team handover and agreed support. The engagement carries through to practical use.
An integrated system & a clear handover
Built on experience.
From the team behind Axtra Intellion, an AI backend platform.
Before we begin
A few useful answers.
Start with one question. We’ll work through the rest together.
What can Talvyn Labs help us build?
We provide technology consulting, product design, website and web application development, AI products, automation, data tools and cloud support. Start with a focused consultation or work with us through design, implementation, handover and maintenance.
Can we start with one workflow or a prototype?
Yes. We start by identifying a useful problem, agreeing on success measures and testing a working prototype with real examples. That gives your team evidence for the next decision before committing to a full build.
Can you work with our existing tools and data?
Yes. We build adapters and integrations around your existing systems. We work through data access, permissions and human handoffs with your team, then test the complete workflow together.
How do you evaluate an AI solution?
We test quality, reliability and cost against the use case. Evaluation includes inspecting outputs, trying difficult examples and defining where a person should review or approve the result.
What happens after implementation?
We prepare documentation, a team handover and an operating plan. Support and maintenance are agreed as part of the engagement, with clear ownership for issues, software updates and changes to your systems or data.
Start a conversation
What are you working on?
A new website, a product to build, or a workflow to connect. Tell us where you are and what you want to make possible.
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A little context is enough. We can work through the details together.