Lipsum Technologies

AI Agents & Autonomous Systems · from $1,499

AI that doesn't just answer. It acts.

Autonomous agents that research, reason, and act, powered by OpenAI, Claude, and open-source AI.

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Projects Delivered
1240+

Projects Delivered

Happy Clients
844+

Happy Clients

Years in Business
10+

Years in Business

5-Star Reviews
238+

5-Star Reviews

What this actually is

AI Agents & Autonomous Systems, explained properly

AI chatbots answer questions. AI agents get things done. An agent can be given a goal, and it will break the task down, use tools to gather information, make decisions, call APIs, and produce a result, without step-by-step human guidance. We build production-ready AI agents for businesses that want to automate complex, multi-step workflows that no simple chatbot or automation tool can handle.

We work with the OpenAI Assistants API, Claude's tool-use capabilities, LangChain, LangGraph, and multi-agent frameworks like CrewAI and AutoGen. Whether you need a single intelligent agent with a custom set of tools, or a team of agents that collaborate to complete a complex research or processing task, we architect and build it from the ground up.

Use cases we've built: competitive research agents that scan the web and produce structured reports, document analysis agents that extract, classify, and summarize data from PDFs and spreadsheets, customer support agents with real-time access to your product database, and sales agents that qualify leads, draft outreach emails, and update your CRM automatically.

What you get

Everything included, itemised

No line item on this list is an upsell. It is what the service is.

OpenAI Assistants API

Stateful agents with persistent threads, file search, code interpreter, and custom function calling, built on OpenAI's production-grade infrastructure.

Claude AI Agent Development

Agents powered by Anthropic's Claude, ideal for long-context analysis, careful reasoning, and document-heavy workflows.

LangChain & LangGraph Agents

Flexible, composable agent architectures with memory, tool routing, and complex conditional logic using the LangChain ecosystem.

Multi-Agent Systems (CrewAI & AutoGen)

Multiple specialized agents working in parallel or sequence: one researches, one writes, one reviews. Coordinated by an orchestrator.

RAG Knowledge Base Systems

Connect your agent to your internal documentation, knowledge base, or product data using vector search (Pinecone, pgvector) for accurate retrieval.

Tool Use & Function Calling

Give your agent real tools (web search, database queries, API calls, file operations) and let it decide when and how to use them.

Agent Memory & Context Management

Short-term and long-term memory so your agent remembers previous interactions, user preferences, and task history across sessions.

Monitoring & Observability

Full logging of agent reasoning steps, tool calls, and outputs, so you can trace decisions, debug failures, and improve over time.

Proof, not promises

Built for clients like you

Live projects. Open a card for the detail, or go straight to the site.

AI Finance Prep website

AI & Automation · United States

AI Interview Platform & Full Redesign

Built and integrated an AI-powered finance interview simulator. Candidates practise against a curated bank of questions drawn from real finance interviews, covering accounting, valuation, mergers and acquisitions, leveraged buyouts, capital markets, industry-specific questions, brain teasers, behavioural questions and the resume walkthrough. The AI coach answers with a worked explanation, then reviews the candidate's own answer and points at the mistakes and weak areas so practice can be targeted rather than random. We also delivered a full redesign of the platform, rebuilding the UI and the flow through a practice session from the ground up.

  • React
  • Next.js
  • OpenAI API
  • +3
View Website for AI Finance Prep, opens in a new tab
QBotly website

AI & Automation · Our Own Product

AI Chatbot Builder Platform

Designed, built and maintain QBotly, our own AI chatbot builder for website customer service. A business creates a bot, trains it on its own content, and embeds it on the site to answer the questions that would otherwise arrive by email, without writing any code. It is built entirely in-house by the Lipsum Technologies team, from concept through to production, hosting and the releases that keep going out. It is also the clearest thing we can point at when a client asks whether we understand AI products rather than just talk about them.

  • React
  • Node.js
  • OpenAI API
  • +3
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Vixspike website

SaaS & Web Apps · United States

VIX & Volatility Analytics Backend

We designed and built the entire backend for a VIX and volatility analytics platform. That covers the signal calculation engine, the VIX term month handling that maps each futures contract to the correct expiry so the curve is built in the right order, the charts APIs that feed the front end, the supporting services and the cloud infrastructure it all runs on. The platform shows the VIX futures term structure sourced from CBOE, contango as a percentage, the VIX1D, VIX9D, VIX30D, VIX90D, 3M and 6M indices, historical volatility over 10, 20 and 30 days, a table view and a speed tracker with news. Quotes refresh every minute, so the ingest and calculation path has to stay correct and fast on every cycle rather than only on a cold load.

  • React
  • Python
  • WebSockets
  • +2
View Website for Vixspike, opens in a new tab
“We are very happy with the work done for our website. The work was delivered on time, and the site works for us well. We will continue working with this excellent team.”
JDJennifer DamashekCEO · Whitecourt Transport · Canada
“They delivered me perfectly what I needed. Great quality, fast turnaround, and excellent communication throughout. I will really come back for future projects.”
TRTrapitachanBusiness Owner · Brazil
“Once again, the best in their area. You can count on them for any PHP or Laravel trouble. They fix it fast and communicate clearly. Highly recommended.”
SSSergio SanchezFounder · Spain
“I recently had feedback removed for eBay and I couldn’t be happier with the results. The service was prompt, professional, and the final product exceeded my expectations. I would definitely use this service again in the future and recommend it to others.”
Ddominikm270United Kingdom
“Faai and his team have been helping us build a highly complex event portal for months: Working with Laravel, Vue and Voyager. Expertise in UX and UI. We are more than satisfied and will continue our collaboration. An absolute top team that gives 150%.”
EeventplatformGermany
“Faal did a great job fixing a bug for me that was stumping me for days on end. He was quick to respond and was super helpful when some other issues came up. I appreciate the attention to detail and great efforts to do a good job. Highly recommend!”
PpetsarepeakSwitzerland
“Great communication with developer faal5200 who fully understands the work we needed in PHP coding and perfect work. We will continue to work closely with him for the extra work needed for this site going forward 10/10 regards www.pneutube.co.uk”
Ssacoma11United Kingdom
“Fast and excellent - very thorough and got to my issue straight away, thank you, very good at communicating and did precisely what he said he would do; thank you so much; your help was very much appreciated. I would recommend to other buyers.”
Mminty1977United Kingdom
“Excellent experience working with Faai from start to finish. Was kept updated at every step, things were explained clearly, and the final delivery was exactly what we needed plus a bit extra. Will definitely be coming back for future work.”
Vveroziven3United States
“Excellent work from the start. Communication? Outstanding! Always available. Provided timely updates. Exceeded expectations with his work. We will be using this programmer on future projects. Truly Outstanding and HIGHLY recommended.”
Kkev2267United States

Most of our 270+ five-star reviews are public. See the verified reviews

Ready to talk about your project?

Describe what you need in one message. You get honest advice and a ballpark figure back, not a discovery call to book another call.

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Is this you?

Who this is for

  • Businesses that want to automate complex, multi-step research or processing tasks
  • SaaS companies that want to embed an intelligent AI assistant into their product
  • Sales and marketing teams that want AI to research prospects and draft outreach
  • Operations teams that want an agent to monitor, classify, and act on incoming data
  • Developers and technical founders building AI-native products

Under the hood

What we build it with

OpenAI APIClaude APILangChainLangGraphCrewAIAutoGenPineconepgvectorPythonFastAPINode.jsSupabaseDocker

We pick the stack to fit the project rather than the other way round. If you already run on something not listed here, say so; inheriting an existing codebase is normal work for us.

Transparent pricing

AI Agents & Autonomous Systems from $1,499

  • Fixed price agreed up front, no hourly surprises
  • You own all code, domains and accounts from day one
  • Free 15 minute call first, no commitment
Get an exact quote on WhatsAppBook a free call

AI Agents & Autonomous Systems
questions

The things people ask before they commit.

Still have questions?

Call us: +44 7782 225572[email protected]

What's the difference between a chatbot and an AI agent?

A chatbot reacts to user input and answers questions. An AI agent can be given a goal and will autonomously plan, use tools, make decisions, and complete multi-step tasks without being guided at every step.

Which AI model do you use for agents?

It depends on the use case. We use GPT-4o for most general agents, Claude for document-heavy and long-context workflows, and open-source models (Llama, Mistral) when data privacy or cost is a concern.

Can an agent connect to my database or internal tools?

Yes. We build custom tool integrations so your agent can read from your database, call your internal APIs, send emails, update CRM records, and take any action your system supports.

Is this the same as building with the ChatGPT plugins or GPTs?

No. We build custom agent systems that you own and control, not tied to OpenAI's consumer platform. Your agent runs on your infrastructure with your API keys.

How do I know the agent is making the right decisions?

We build full observability into every agent: every reasoning step, tool call, and output is logged. You can monitor what the agent is doing and why at any time.

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Let's build it, starting today

AI Agents & Autonomous Systems from $1,499. Message us now and get a reply within 2 hours.

Chat on WhatsAppBook a free 15-min call

Or call +44 7782 225572 · Free consultation · Replies within 2 hours

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