AI development for business outcomes
We build AI that does real work inside your business: answering customers, reading documents, moving data, and automating the steps in between. Integrated with the systems you already run.
- No rebuild required
- You own the source code
- NDA available
AI solutions, in plain business terms
Ten kinds of AI systems we build for companies, each described by what it does for the business, not by the model behind it.
AI chatbots
Answer customers and staff instantly with a chatbot grounded in your own documents and data.
Explore this serviceAI voice agents
Handle phone enquiries, bookings, and follow-ups with a voice agent that speaks naturally and logs every call.
AI customer support
Resolve routine tickets automatically and route the difficult ones to your team with full context attached.
AI sales assistants
Qualify leads, answer product questions, and prepare quotes so your sales team spends time closing, not typing.
AI document processing
Read invoices, POs, certificates, and contracts, extract the fields that matter, and push them into your systems.
AI workflow automation
Remove the manual steps between systems: intake, approvals, data entry, and status updates run on their own.
Explore this serviceAI knowledge bases
Turn scattered SOPs, policies, and manuals into one searchable source of truth your whole team can question.
AI coding agents
Speed up your internal engineering with agents that write, review, and test code under your team's supervision.
AI image processing
Classify, tag, and inspect images at scale: product photos, quality checks, and document scans included.
AI search & RAG
Give staff and customers answers from your data, with citations, instead of pages of search results.
AI on top of your existing systems
The biggest myth about AI adoption is that you have to start over. You do not. We add AI to the ERP, CRM, helpdesk, and databases you already use, and it starts working where your team already works.
Connects to what you run today
We integrate AI with your existing ERP, CRM, helpdesk, and databases through APIs and MCP. No rebuild, no migration project.
Your data stays yours
Access controls, audit logs, and clear data boundaries from day one. NDA available before we look at anything.
Grounded in your records
RAG pipelines and vector search keep answers tied to your documents and data, so output is checkable, not guesswork.
Weeks, not quarters
Most AI integrations ship in 3 to 6 weeks, delivered in weekly sprints with a dedicated project manager.
We built a real AI product
We do not just integrate AI for clients. We have shipped our own AI product into a demanding, regulated field.
AI healthcare Nidan AI is an AI medical assistant we designed and built for practitioners. It helps capture patient cases, structure symptoms, and reach diagnoses faster. Building it meant solving the problems every serious AI project faces: grounding answers in trusted sources, handling sensitive data carefully, and earning the confidence of professional users.
That experience goes into every client project, from the first architecture decision to how we test model output before launch.
The stack behind the intelligence
We choose the model and stack per use case, balancing quality, cost, latency, and privacy. Everything is built so you can swap models later without starting over.
- Claude
- Gemini
- Open models via Ollama
- LangChain
- LangGraph
- MCP
- Vector databases
- RAG pipelines
Open models run through Ollama when data cannot leave your infrastructure. MCP connects agents to your tools safely. Vector databases and RAG pipelines keep every answer grounded in your own records.
Explore our AI services
Each of these has a dedicated page with its own process, examples, and answers.
AI agent development
Agents that take actions in your systems, with guardrails.
Learn moreAI chatbot development
Chatbots trained on your documents, with human handoff.
Learn moreAI workflow automation
Document intake, approvals, and data entry, automated.
Learn moreAI consulting
A discovery workshop that finds where AI actually pays off.
Learn moreAI development, answered
What does an AI development company actually build?
Production software that uses AI to do real work: chatbots and voice agents for customers, document processing for back offices, workflow automation between systems, knowledge bases and AI search for teams, and AI agents that act inside your ERP, CRM, or helpdesk. We design, build, deploy, and support these systems end to end.
Do we need to replace our current software to add AI?
No. Most of our AI work integrates with the systems you already run. We connect to your ERP, CRM, helpdesk, or database through APIs and MCP, and add the AI layer on top. A rebuild is rarely required.
How do you stop the AI from making things up?
We ground models in your own data with RAG pipelines and vector search, constrain what they are allowed to do, add human review for sensitive steps, and test against real cases before launch. Answers come with sources, and monitoring catches drift after go-live.
Which AI models do you work with?
Claude, Gemini, and open models run through Ollama when data needs to stay on your infrastructure. We pick the model per use case based on quality, cost, latency, and privacy requirements, and we build so you can switch models later.
How much does AI development cost?
Every project gets a fixed, scoped quote after a free discovery session. A focused integration such as document processing or a support chatbot is a much smaller project than a full agent platform, and we tell you honestly which one you need.
How long does an AI project take?
Focused integrations typically ship in 3 to 6 weeks. Larger systems with multiple agents and workflows run 8 to 16 weeks, delivered in weekly sprints so you see working software throughout.
Have you shipped real AI products?
Yes. We built Nidan AI, an AI medical assistant that helps practitioners capture cases and reach diagnoses faster, along with AI features across client platforms. We also use AI heavily in our own engineering work.
Find the AI project worth doing
Book a free discovery session. We will look at your processes, tell you honestly where AI helps and where it does not, and send a fixed quote within days.
- Free discovery session
- NDA available
- Reply within one business day