We design, develop, and deploy AI agents tailored to your business — faster than hiring, better than templates.
An AI agent is a software system that perceives information, makes decisions, and takes action — autonomously, with minimal human input.
Reads emails, tickets, documents, APIs, and databases to understand the current situation.
Reasons through the context using an LLM and your business rules to choose the right next step.
Sends the email, updates the record, books the meeting, or escalates — without waiting for a human.
That's the key difference from a basic chatbot: a chatbot responds to messages. An AI agent takes action — it can read your inbox and book a meeting, scan a support queue and resolve a ticket, or pull data from five different tools and produce a finished report. Common examples include scheduling agents that coordinate calendars across time zones, sales outreach agents that research and contact leads, data processing agents that turn messy spreadsheets into clean records, and support agents that triage and resolve customer issues around the clock.
From internal automation to customer-facing experiences, we build agents that fit your stack and your goals.
Automate multi-step internal processes — approvals, reporting, onboarding, and handoffs — without a human babysitting every step.
Research leads, enrich contact data, draft personalized outreach, and follow up automatically until a prospect replies.
Resolve common tickets instantly, gather context for complex issues, and escalate to humans only when it truly matters.
Extract, clean, transform, and act on structured and unstructured data — invoices, contracts, emails, spreadsheets, and more.
Answer questions accurately by retrieving from your internal documents, wikis, and databases — grounded, not hallucinated.
Connect OpenAI, Anthropic Claude, or open-source models directly into your product, CRM, or internal tools.
Tell us about it on a free 30-minute call — we'll tell you honestly whether an AI agent is the right fit.
A disciplined six-step process that takes you from idea to a production agent you can trust.
We map your workflow, data sources, systems, and success metrics before writing a line of code.
We choose the right approach — LangChain, LangGraph, CrewAI, or a custom framework — based on your use case.
We build the agent, connect it to your APIs and tools, and test it against real edge cases.
Guardrails, fallback handling, and accuracy testing ensure the agent behaves predictably under pressure.
We launch to production with logging, observability, and alerting so you always know what your agent is doing.
We refine prompts, tools, and logic based on real usage data — agents get smarter the longer we work together.
A 15-person SaaS startup was spending 20+ hours a week researching leads, drafting outreach emails, and manually logging activity in their CRM.
of manual research and outreach automated per week
more qualified leads contacted per week
of activity automatically logged in the CRM
An AI Sales & Outreach Agent now researches each lead, drafts a personalized first message, schedules follow-ups, and logs every touchpoint in HubSpot — automatically. The sales team only steps in once a prospect replies.
Whether you're shipping AI as a feature or automating internal operations, we've built for teams like yours.
Adding AI-powered features to differentiate your product and unlock new pricing tiers.
Automating internal operations — support, finance, ops — to extend runway without extra headcount.
Replacing manual, repetitive workflows that quietly eat hours every single week.
Piloting AI agents in a contained scope before committing to a full organization-wide rollout.
Building an in-house AI team takes months and carries real hiring risk. We get you shipping in days.
| Factor | Lambrix | In-House Hire |
|---|---|---|
| Time to Start | Days | 3–6 months |
| AI Expertise | Senior team, on day one | Varies, hard to assess |
| Cost | Predictable project cost | Salary + benefits + tools |
| Scalability | On-demand, scale up or down | Fixed headcount |
| Risk | Low — we own delivery | High — hiring & ramp-up risk |
We're not locked into one vendor or framework — we choose what's right for your use case.
A focused, single-purpose agent (e.g. a support or outreach agent) typically takes 3–6 weeks from kickoff to production. More complex, multi-agent systems with deep integrations can take 8–12 weeks. We scope timelines precisely during discovery.
Costs vary based on complexity, integrations, and ongoing model usage — but most startup engagements range from a focused pilot project to a multi-month build. We provide a fixed estimate after a discovery call, so there are no surprises.
Yes. We regularly connect agents to CRMs (HubSpot, Salesforce), support platforms (Zendesk, Intercom), internal databases, Slack, email providers, and custom internal APIs. If it has an API or webhook, we can connect to it.
Yes. AI agents need monitoring, prompt tuning, and occasional retraining as your business and underlying models evolve. We offer monthly support retainers that include monitoring, updates, and iteration based on real usage data.
Schedule a free 30-minute discovery call. We'll map out exactly what's possible for your use case.