Independent software & AI agency
Build beyond the expected.
We engineer the software your business runs on, the AI that makes it smarter, and the customer operations that keep it human — as one connected system.
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Ref. LMDXx0 y0Lambda / form study
Capabilities
Six disciplines, one system.
Custom Software Development
Web applications, mobile apps, SaaS products, ecommerce, APIs, and enterprise systems
AI Agents & Chatbots
Knowledge assistants, retrieval-grounded chatbots, and tool-using agents
Voice AI & Calling Agents
Inbound call answering, routing, and appointment handling with voice AI
Calling Campaigns
Structured outreach programs
Customer Support
Support operations that combine people and AI
Cloud & Product Engineering
The engineering layer around the product
The model
One connected system.
Software, intelligence, and operations are usually bought separately and never quite connect. We design them as layers of a single system.
The product layer
Custom applications, portals, and APIs form the operational core — where data is created, work is done, and customers interact. This layer owns the system's source of truth.
Everything above it — intelligence, operations — reads from and writes back to this foundation, which is why we design it first.
The applied AI layer
Agents and retrieval systems sit on top of the product layer: they answer from your knowledge, classify and route work, and act through narrowly scoped tools.
Nothing here is free-floating. Every agent's access is defined, evaluated, and monitored against the same systems your team uses.
The customer operations layer
Support, voice, and outreach are where the system meets people. Conversations flow in from every channel, get handled by the right mix of AI and humans, and write their outcomes back to the record.
The loop is what matters: operations continuously feeds the intelligence layer better data and the product layer better information about what to fix.
Industries
Built for your world.
Approach
Disciplined, then ambitious.
Four phases, honest deliverables, and a working relationship built on visibility.
Discover
Map the real problem — users, systems, constraints.
Design
Architecture and flows designed before code.
Engineer
Visible increments with tests on risk paths.
Evolve
Deployment, monitoring, steady iteration.
Principles
How we work.
You own the code
Repositories, infrastructure, and documentation are yours from day one. No lock-in by design.
Evaluated before launch
AI features ship only after they are measured on your real data — not on a demo's promise.
Human handoff by design
Automation knows its limits. Every agent and voice flow has a designed path to a person.
Security by default
Least-privilege access, scoped tools, and honest constraints — stated in writing, not implied.
Insights
Notes from the practice.
A checklist for taking AI agents from demo to production
The gap between an impressive AI demo and a production agent is engineering: evaluation, tool scoping, handoff, and monitoring. A practical checklist.
ReadVoice AI: getting human handoff and consent right
Voice agents work when callers know what they're talking to, can reach a human, and the recording and outbound rules are designed in — not patched on.
ReadCustom software vs. SaaS: an honest decision guide
When to buy, when to build, and how to tell the difference — a decision framework based on where your process is the product.
ReadQuestions
Asked, answered.
What does an engagement with Lamdix look like?
Most engagements start with a scoped discovery: we map the problem, the systems involved, and the risks before writing a line of code. From there we work in visible increments — you review real builds, not status reports.
Do you only build new things, or work with what we have?
Both. We build new products and we take on existing systems — modernization, integrations, and maintenance included. We're candid when an existing tool or a simpler approach beats custom work.
How do you handle AI responsibly — data, accuracy, handoff?
Narrowly scoped tool access, retrieval grounded in your content, evaluation sets built from real inputs, and designed human handoff paths. We don't promise accuracy numbers before evaluating on your data.
What does it cost and how do we start?
Cost depends on scope — we price defined work, not vague retainers. Start with a message through the contact page or an email to contact@lamdix.com, and we'll respond with honest next steps.
Start a project
The next move is yours.
Tell us what you're building or fixing. We read every inquiry ourselves and reply from a real inbox.