AI agent development services

You built your app fast with AI. Our vibe coding cleanup services take it from a working prototype to production-ready software. We refactor weak code, add tests, and strengthen security, so your team can launch and keep building.



30+

AI agent projects delivered

50+

AI engineers

80%

senior & mid-level specialists

Services
Case studies
Benefits
Our process
Reviews
Tech stack

Agentic AI development services we deliver

  • Consulting
  • Development
  • Multi-agent systems
  • Behavioral modeling
  • Conversation AI
  • AI agent integration
  • Optimization
  • Ongoing support

AI agent strategic consulting

Navigating AI agent implementation can be tricky — our experts make it simple. We’ll place you in the best position with strategic planning, goal-setting and choosing the right tech stacks, so you get a precise rollout and long-term value.

AI assistant orchestrating smooth marketing tool integration for smarter, automated digital campaigns

Custom AI agent development

Need an AI chatbot, virtual assistant, or a custom automation tool? We design AI agents for business from the ground up to fit your needs, boost efficiency, and personalize user experiences, so you can grow without limits.

AI module orchestrating conversational flows and natural language pipelines

Multi-agent systems design

Some tasks are too complex for a single AI agent. We design multi-agent systems that coordinate work, route requests, distribute tasks, and use the right models at the right time.

AI recommendation dashboard

AI agent behavioral modeling

Predicting what your customer will do next is a business key. Utilize AI agents that analyze patterns and preferences to learn from user behavior and adapt recommendations and interactions.

Behavioral modeling

Conversational AI development

We build chatbots and virtual assistants that feel human and familiar to customers. Thanks to advanced NLP and context smarts, they can answer questions, guide users, and keep every conversation flowing more naturally.

Conversational AI development

AI agent integration solutions

We’ll integrate your new AI agents into existing systems, such as CRMs, ERP, chat platforms – whatever you need. This unifies everything across channels so you can automate flows and galvanize collaboration.

Architecture of interconnected AI agents and data pipelines, stacking modular blocks into unified, scalable AI systems

Optimization and performance

Even great AI agents need tuning. We review your architecture, improve reasoning, optimize RAG, reduce AI hallucinations, and cut latency and costs to keep performance at its best.

AI powered software upgrade

Security and ongoing support

We monitor performance, strengthen security, support compliance, roll out updates, and respond quickly to incidents so your business stays protected.

Digital infrastructure secure access

AI agent strategic consulting

Navigating AI agent implementation can be tricky — our experts make it simple. We’ll place you in the best position with strategic planning, goal-setting and choosing the right tech stacks, so you get a precise rollout and long-term value.

AI assistant orchestrating smooth marketing tool integration for smarter, automated digital campaigns

Custom AI agent development

Need an AI chatbot, virtual assistant, or a custom automation tool? We design AI agents for business from the ground up to fit your needs, boost efficiency, and personalize user experiences, so you can grow without limits.

AI module orchestrating conversational flows and natural language pipelines

Multi-agent systems design

Some tasks are too complex for a single AI agent. We design multi-agent systems that coordinate work, route requests, distribute tasks, and use the right models at the right time.

AI recommendation dashboard

AI agent behavioral modeling

Predicting what your customer will do next is a business key. Utilize AI agents that analyze patterns and preferences to learn from user behavior and adapt recommendations and interactions.

Behavioral modeling

Conversational AI development

We build chatbots and virtual assistants that feel human and familiar to customers. Thanks to advanced NLP and context smarts, they can answer questions, guide users, and keep every conversation flowing more naturally.

Conversational AI development

AI agent integration solutions

We’ll integrate your new AI agents into existing systems, such as CRMs, ERP, chat platforms – whatever you need. This unifies everything across channels so you can automate flows and galvanize collaboration.

Architecture of interconnected AI agents and data pipelines, stacking modular blocks into unified, scalable AI systems

Optimization and performance

Even great AI agents need tuning. We review your architecture, improve reasoning, optimize RAG, reduce AI hallucinations, and cut latency and costs to keep performance at its best.

AI powered software upgrade

Security and ongoing support

We monitor performance, strengthen security, support compliance, roll out updates, and respond quickly to incidents so your business stays protected.

Digital infrastructure secure access

Where AI agents create value

15%

of day-to-day decisions will be made by AI agents by 2028

Source: Gartner
20–40%

reduction in TCO reported by early enterprise adopters

Source: BCG
Up to 20%

leaner service delivery through AI agent automation

Source: BCG
AI agents that cut costs without cutting corners.

What AI agents give your business

  • Intelligent customer support

Get quick answers, personalized help, and zero wait time. AI agents handle up to 80% of routine customer inquiries, letting your team build real connections and solve tough challenges.

  • Task automation

AI agents absorb repetitive tasks like data entry and scheduling, reducing manual effort by 30–70%, so your team can focus on bigger, high-impact moves.

  • Improved data management

AI agents gather, analyze, and turn raw data into insights you can act on, reducing data errors by 20–50% while keeping information accurate and actionable.

  • 24/7 availability

Customers expect service anytime, anywhere. AI agents never clock out, making sure every query gets answered, even outside business hours.

  • Accuracy & consistency

No more slip-ups. AI agents stick to the script, minimize human error by 20–50%, and deliver spot-on results every time, so your brand stays reliable and trusted.

  • Data-driven insights

Continuously analyze patterns and trends to sharpen strategies. Agents sift through data at lightning speed, giving you fresh perspectives for smarter, faster decisions.

Types of AI agents we build

Conversational agents (RAG-enabled)
These agents are built primarily for information retrieval. They pull knowledge from documents and systems to deliver credible and context-aware responses.
Action-oriented (ReAct) agents
These are "doer" agents designed to perform tasks by executing functions. ReAct agents call APIs, interact with the systems, and complete workflows like updating CRM records.
Agentic orchestrators
When a request involves multiple steps, these agents take the lead. They break complex goals into smaller tasks and assign work to the right agents or tools.
Swarm (multi-agent) systems
Some challenges need more than one AI agent. Swarm systems let specialized agents collaborate, share ideas and solve highly complex problems together.
Autonomous reasoning agents
Built for long-running business processes, these agents plan ahead, use self-correcting loops, and adapt until they reach the desired outcome with minimal human interaction.
Ready to put AI agents to work? Get started

Choose Innowise as your AI agent development company

As a top AI agent development company, we blend years of hands-on experience with real industry smarts to create AI agents that boost productivity, sharpen decisions, and scale without a hitch. Our battle-tested approach cuts costs, speeds up deployment, and guarantees a solid ROI from your AI solutions.

Core capabilities of our AI agents

01/04

Autonomous operations

Our agents can handle complex and multi-step tasks on their own across all your connected systems and tools.
02/04

Enterprise system orchestration

AI agents connect directly to your CRM, ERP, APIs, and legacy tools, coordinating actions across all of them.
03/04

Scalable agent architectures

Built on multi-agent architecture, our agents keep performing reliably even under heavy load.
04/04

Security, compliance and control

Comprehensive audit logs, role-based access control, and alignment with GDPR and other frameworks ensure every agent action is traceable and fully secured.
01

Autonomous operations

02

Enterprise system orchestration

03

Scalable agent architectures

04

Security, compliance and control

Agentic AI development process

Problem definition

  • Identifying business challenges
  • Setting AI agent objectives
  • Establishing success metrics

Data preparation

  • Gathering structured & unstructured data
  • Cleaning, labeling, & preprocessing
  • Ensuring data quality & consistency

Architecture design

  • Selecting frameworks & algorithms
  • Structuring scalable & modular design
  • Planning system integrations

Development

  • Training AI models with real-world data
  • Building agent logic & workflows
  • Connecting APIs & external systems

Testing & validation

  • Running simulations & stress tests
  • Evaluating accuracy & efficiency
  • Optimizing performance

Deployment

  • Integrating into production
  • Assuring compatibility
  • Setting up security & failover

Monitoring

  • Tracking performance & detecting issues
  • Automating updates & patches
  • Securing system stability

Iterative improvement

  • Refining models with user feedback
  • Improving decision-making
  • Adapting to real-world usage

Legal compliance

  • Meeting regulations (GDPR, HIPAA, etc.)
  • Addressing bias & fairness
  • Implementing transparent AI

Knowledge transfer

  • Providing tech documentation
  • Training teams on AI usage
  • Establishing long-term support

What our customers think

All testimonials (61)

Innowise is able to implement new features faster than the internal team would be able to. Their communication is effective and solution-oriented. Overall, the speed with which they deliver quality code is wonderful.
Kevin Day
Founder and President, Trumpet
5.0
Read full review
See project details
High seniority, high proactivity and high work independence and reasonable price. Really great people.
Leo Iannacone
VP of Engineering, Plentific
5.0
Read full review
See project details
Innowise is one of the best partners we have. They always fulfil our requests for qualified candidates. The team is very prompt.
Polina Shuruba
Partner Manager, XPRT MINDS
5.0
Read full review
See project details

Swamped by repetitive tasks?

Let AI agents take care of the busywork, so you can get more done, faster.

Tools and technologies we useAI agent development technology stack

AI models
  • Llama
  • Mistral
Agent frameworks
  • LangGraph
  • LangChain
  • LlamaIndex
  • CrewAI
  • Agent Framework
Speech and voice AI
  • OpenAI Whisper
  • ElevenLabs
  • Deepgram
  • AssemblyAI
  • Azure Speech Services
Cloud deployment
  • AWS Bedrock
  • Google Vertex AI
  • Microsoft Azure AI
  • Databricks
On-premise deployment
  • vLLM
  • Ollama
  • Kubeflow
  • MLflow
  • Apache Airflow
Hays logo.Spar logo. Tietoevry logo. BS2 logo. Digital science logo. GMV CBQK.QA logo. Topcon logo.NTT Data logo. Familux Resorts logo. LAPRAAC logo.
Hays logo.Spar logo. Tietoevry logo. BS2 logo. Digital science logo. GMV CBQK.QA logo. Topcon logo.NTT Data logo. Familux Resorts logo. LAPRAAC logo.
Hays logo.Spar logo. GMV Tietoevry logo. BS2 logo. Digital science logo. CBQK.QA logo. GMV
Hays logo.Spar logo. GMV Tietoevry logo. BS2 logo. Digital science logo. CBQK.QA logo.
Topcon logo.NTT Data logo. Familux Resorts logo. LAPRAAC logo.
Topcon logo.NTT Data logo. Familux Resorts logo. LAPRAAC logo.

FAQ

AI agents are autonomous software systems powered by LLMs that can reason, plan, use external tools, and execute multi-step workflows. They retrieve knowledge, interact with business applications, coordinate with other agents, and adapt their actions to achieve defined business objectives.

Agent-as-a-Service (AaaS) is an end-to-end service model for designing, deploying, operating, and continuously optimizing AI agents. It combines AI engineering, LLMOps, governance, observability, and lifecycle management to ensure production-grade performance at scale.

AI agents tackle tough calls using advanced algorithms like deep learning, probabilistic reasoning, and reinforcement learning. They sift through tons of data, assess risks, and weigh outcomes to pick the best move. By learning from past scenarios, AI agents get even better at making tough decisions over time.

Traditional software sticks to strict rules: if X happens, do Y. AI agents, on the other hand, learn and adapt. They refine their actions based on user interactions and data analysis, meaning they don’t need constant manual updates. Also, they can handle new situations on their own, making them way more flexible and scalable.

AI agents get smarter by analyzing data, spotting patterns, and using machine learning techniques like supervised, unsupervised, and reinforcement learning. They fine-tune their models based on feedback, which makes them more accurate and effective over time. With real-time data streams, they stay sharp, adapt fast, and keep delivering relevant results.

Absolutely. AI agents deliver the most value when connected to your business ecosystem. We integrate them with CRMs, ERPs, APIs, databases, cloud platforms, and custom software to automate workflows and execute tasks in real time.

At Innowise, we follow secure development practices, implement access controls, encrypt sensitive data, and align solutions with GDPR, CCPA, and ISO 27001 standards.

We take a systems approach to AI reliability, combining RAG, reasoning evaluation, policy enforcement, structured outputs, automated testing, and continuous monitoring to improve accuracy and reduce hallucinations in production environments.

Most AI agents take 4–12 weeks to build, depending on complexity, integrations, data readiness, and the number of workflows involved.

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    Once we’ve received and processed your request, we’ll get back to you to detail your project needs and sign an NDA to ensure confidentiality.

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    After examining your wants, needs, and expectations, our team will devise a project proposal with the scope of work, team size, time, and cost estimates.

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    4

    Finally, we’ll sign a contract and start working on your project right away.

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