Workflow Agents
Agents that complete multi-step business processes end to end.
AI Agent Development
Custom AI Agents That Get Real Work Done
Limbani Softwares designs and builds AI agents that plan and complete multi-step tasks using your tools and data researching, drafting, updating systems and handing off to people when needed. Our published solution blueprints include a multi-agent AI content writing system with human approval and an AI SEO/GEO visibility agent.
Talk to Expert
Quick answer
What is an AI agent and how is it different from a chatbot?
An AI agent uses a large language model to plan and complete multi-step tasks by calling tools searching data, updating a CRM, drafting and sending content while a chatbot mainly answers questions in conversation. Limbani Softwares builds AI agents with scoped tool permissions, human approval and monitoring, and has published solution blueprints for a multi-agent content writing system and an AI SEO/GEO visibility agent.
How to choose the best AI agent development company
- Agents in production. Ask for agents that run on real work today and how they handle failures, retries and edge cases.
- Guardrails and approvals. Check how tool permissions, audit logs and human sign-off are designed.
- Cost and latency awareness. Multi-step agents can get expensive; a good team monitors and limits cost per task.
- Confirm code and IP ownership. You should own the source code, designs and cloud accounts, with an NDA in place before you share sensitive details.
AI AGENT DEVELOPMENT
Production AI agents with guardrails, built by our AI engineers.
AI agents move beyond chat: they decide which steps to take, call your APIs and business systems, and finish the job with guardrails, audit logs and human approval where it matters.
We map the workflow, decide what the agent should automate and what stays human, and design single-agent or multi-agent architecture accordingly.
Agents connect to your CRM, helpdesk, calendar, email, databases and internal APIs through scoped, permissioned tools.
We add the context the agent needs (RAG over your data, task memory) and approval steps before high-impact actions.
Every agent is tested on real scenarios, logged step by step, and monitored for success rate, latency and model cost in production.
Trusted by startups, enterprises, and technology leaders for reliable delivery and long-term partnerships.
Get a Free ConsultationSince 2019, Limbani Softwares has partnered with growing businesses to deliver reliable, scalable software and AI solutions. Our approach is grounded in technical excellence, transparent collaboration, and long-term value creation.
Why teams choose Limbani Softwares for AI agent development:
At Limbani Softwares, we combine technical excellence with business strategy to deliver measurable outcomes.
We take a partnership approach to every project. From initial concept to post-launch support, our team works closely with yours.
Since 2019, our in-house team has delivered 150+ projects for 18+ clients worldwide, with a 96% client retention rate.
Capabilities & Features
Multi-Agent Systems
Specialised agents that research, draft, review and publish together.
Tool & API Integration
Scoped access to CRMs, calendars, email and internal systems.
Human Approval
Review steps before sending, publishing or changing records.
Guardrails & Audit Logs
Permission limits, validation and a full trail of agent actions.
Agent Monitoring
Success rate, latency and cost tracked in production.
Our Digital Masterpieces
Explore our portfolio of successful digital solutions delivered to clients worldwide.
Native Shipper
A global personal shopper and cross-border commerce platform built with ReactJS, Node.js, PostgreSQL and AI analytics. Users request products, get AI item recommendations, chat live with personal shoppers and order from any country to any country.
Scan2Hire
An AI recruitment platform built in Python. Scan2Hire Pro screens resumes with AI across Admin, Manager and Recruiter roles, and Scan2Hire Seekers turns any resume into an ATS-ready document with live preview and online payments.
GoDinDin
A video-first buy and sell marketplace app built in Flutter with a MERN admin panel. Shoppers watch short product videos, discover homegrown brands and check out in the app, with OTP login and quick delivery in selected areas.
Southgate Timber Mart
A professional e-commerce platform for Southgate Timber Company Limited, specializing in timber, cladding, fencing, decking, and building supplies. Features Trustpilot integration, fast delivery, click & collect, and SEO optimization.
Charge Zone
India's largest EV charging network, pioneering the e-mobility revolution with high speed public charging infrastructure. Features station finder, franchise portal, ChargeClub membership, media center, and career sections.
AI Agent Development Pricing
Every project is priced on scope after a short discovery call. Start small with a proof of concept, then scale what works.
From $1,000
For a focused proof of concept that:
- validates one high-value use case with your real data;
- includes a working prototype and an evaluation of accuracy, speed and cost;
- ends with a clear go / no-go recommendation and production plan.
1-3 weeks
Quote based on scope
For a production build that:
- integrates with your apps, data and business systems;
- adds guardrails, monitoring, human handoff and security controls;
- is load-tested and deployed to your cloud.
Typically 4-12 weeks
Quote based on scope
For ongoing improvement that:
- monitors quality, cost and usage in production;
- updates prompts, knowledge and models as your business changes;
- adds new workflows and channels over time.
Monthly
Software Development Platforms, Technologies & Languages
The right technologies and platforms help build scalable, secure, and high-performing solutions that support faster development and long-term business growth.
FigmaSketchAdobe XD
What Our Clients Say
Your support has been instrumental in shaping who we are today.
"Excellent team to work with! Professional, highly skilled, and responsive throughout the entire project. They delivered a modern, scalable, and beautifully designed website while being receptive to feedback and meeting deadlines. I am extremely satisfied with the outcome and would happily work with them again."
"From design to development, the entire process was smooth and well-managed. The team paid close attention to detail, delivered excellent quality, and made sure the final outcome aligned perfectly with our vision."
"Their technical expertise and ability to solve complex challenges made a huge difference to our CRM project. Communication was always clear, and they delivered exactly what we needed."
"The team approached every challenge with a solution, first mindset. Their ability to understand our operational requirements and translate them into a robust platform made them feel like an extension of our own team rather than an external vendor."
"Excellent team to work with! Professional, highly skilled, and responsive throughout the entire project. They delivered a modern, scalable, and beautifully designed website while being receptive to feedback and meeting deadlines. I am extremely satisfied with the outcome and would happily work with them again."
"From design to development, the entire process was smooth and well-managed. The team paid close attention to detail, delivered excellent quality, and made sure the final outcome aligned perfectly with our vision."
"Their technical expertise and ability to solve complex challenges made a huge difference to our CRM project. Communication was always clear, and they delivered exactly what we needed."
"The team approached every challenge with a solution, first mindset. Their ability to understand our operational requirements and translate them into a robust platform made them feel like an extension of our own team rather than an external vendor."
"Excellent team to work with! Professional, highly skilled, and responsive throughout the entire project. They delivered a modern, scalable, and beautifully designed website while being receptive to feedback and meeting deadlines. I am extremely satisfied with the outcome and would happily work with them again."
"From design to development, the entire process was smooth and well-managed. The team paid close attention to detail, delivered excellent quality, and made sure the final outcome aligned perfectly with our vision."
"Their technical expertise and ability to solve complex challenges made a huge difference to our CRM project. Communication was always clear, and they delivered exactly what we needed."
"The team approached every challenge with a solution, first mindset. Their ability to understand our operational requirements and translate them into a robust platform made them feel like an extension of our own team rather than an external vendor."
"Excellent team to work with! Professional, highly skilled, and responsive throughout the entire project. They delivered a modern, scalable, and beautifully designed website while being receptive to feedback and meeting deadlines. I am extremely satisfied with the outcome and would happily work with them again."
"From design to development, the entire process was smooth and well-managed. The team paid close attention to detail, delivered excellent quality, and made sure the final outcome aligned perfectly with our vision."
"Their technical expertise and ability to solve complex challenges made a huge difference to our CRM project. Communication was always clear, and they delivered exactly what we needed."
"The team approached every challenge with a solution, first mindset. Their ability to understand our operational requirements and translate them into a robust platform made them feel like an extension of our own team rather than an external vendor."
An AI agent is software that uses a large language model to plan and complete multi-step tasks by calling tools searching data, updating a CRM, sending emails or booking appointments rather than only replying to messages. Good agents include permissions, guardrails and human approval for important actions.
A chatbot answers questions in a conversation. An AI agent takes actions: it decides which steps to run, calls APIs and business systems, and completes a task end to end. Many products combine both a chat interface on top of an agent that can act.
Use rule-based automation when the steps are fixed and predictable. Use an AI agent when inputs are unstructured (emails, documents, conversations) or the next step depends on judgement. We often combine them: automation for the fixed parts and an agent for the decisions.
They are when they are designed with limited tool permissions, input validation, audit logs, cost limits and human approval before high-impact actions. We build these controls into every agent and test failure cases before launch.
An AI agent proof of concept with Limbani Softwares starts from $1,000. Production cost depends on the number of tools and systems the agent uses, the approval workflow, data access and monitoring requirements.
