AI Agent Development Company

Laborious rule-based programming and implementation difficulties typical of traditional agentic systems have become a thing of the past. Bringing powerful yet affordable and easy-to-use and maintain intelligent agents to a wider range of businesses is the key objective of our gen AI agent development services.

The gains to reap with custom AI agents

Automate up to60%
of the tasks that eat up your employees’ working hours
Address up to80%
of all customer interactions without needing to pull in a human
Achieve up to a45%

increase in employees’ productivity thanks to freeing them from mundane operations

*Based on our clients’ results

We make AI-powered digital agents your right-hand companions for numerous tasks

There’s always a place for deploying AI agents to assist your employees across multiple operations. As a trusted AI agent development company, *instinctools helps reinforce:

Onboarding

Speed up new hires’ adaptation to your company’s working culture with AI-driven HR support agents or help new team members hit the ground running with project⁠-⁠specific onboarding assistants.

Training and evaluation
From general to personalized sessions, let custom AI agents make strides in staff training to accelerate the process while boosting its efficiency.
Scheduling
Optimize scheduling effortlessly, moving beyond basic RPA-based solutions to intelligent assistance and higher human staff productivity.
Auditing
Ease the load on human auditors and don’t worry about regulatory compliance by letting AI agents pre-check and review the documentation against industry standards.
Researching
Delegate qualitative and quantitative analysis and hypothesis formulation to an AI solution to accelerate discovery cycles and free your employees for more in-depth, high-impact research and decision-making.
Report generation
Streamline reporting with AI agents that excel at extracting information from various sources and understanding complex data structures. Be it customer feedback analysis or period-over-period reports, an AI copilot handles it like a pro.
Security monitoring
Detect security threats in real time and act fast to eliminate the peril, all with minimal human assistance.
Customer support
Use intelligent customer support agents to handle common inquiries to slash wait time and balance the staff workload while boosting customer satisfaction.

Why *instinctools

Increase speed to market

01

Reduce development cost

02

Assure information security

03

Get high-quality software

04

Scale team up and down

05

To the core: our three-tiered AI agent mastery

We combine our constantly evolving knowledge base of generative AI with hands-on experience in AI agent development to bring your business to fruition.
Technology level

Instinctools’ AI agent developers ace the proof of technology (POT) thanks to having a good grasp of gen AI’s underpinnings:

  • Python frameworks and libraries, such as TensorFlow and PyTorch, and software built on top of them, such as the IBM watsonx platform, CMU Sphinx, etc.
  • Natural language processing (NLP) frameworks and platforms, such as Hugging Face Transformers and Natural Language Toolkit (NLTK)
  • Orchestration frameworks with LangChain and LlamaIndex on the list to craft flexible and scalable chatbots and virtual assistants
  • Open-source programming frameworks for building AI agents, such as Microsoft AutoGen, to spur the development process
  • Vector databases, such as Azure Cosmos DB, to ensure unmatched scalability for your AI agent
  • Computer vision for image classification, object detection and tracking, motion capture, etc., to foster seamless human-machine interaction
Operational level

A well-structured and reliable development process is half the battle when crafting and deploying AI agents. To bring clarity and transparency to your AI-related operations, we draw on MLOps practices as part of our AI agent development services.

  • Building robust data pipelines with data standardization and reuse mechanisms in place
  • Providing a centralized delivery platform that matches your growth and scalability ambitions
  • Optimizing your ML development environment to allocate resources efficiently
  • Driving continuous improvement of the underlying ML model
Strategic level

Impeccable tech and operational excellence are essential but not enough for AI agents to deliver the value you count on. A businesslike mindset and ML consulting competence are just as important. We identify high-value use cases for AI agent implementation, align them with your business goals, and parlay our practical experience in AI agent development across industries into first-rate software.

What our clients say

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Patrick Reich
Co-Founder & CEO

The expectations for the quality of the initial product were very high. I think *instinctools did a great job ensuring those expectations are met. We met the developers we were going to be working with and it quickly became apparent that they are very qualified and were able to deliver the vision that we had from our side for the product. They clearly told us what they were going to do, and if there were questions or problems along the way, they clarified them really quickly thanks to transparent communication.

Dimitri Popolov
Research Data and Systems Manager

We had a tight delivery deadline and *instinctools has been able to find another developer and assign him to our project from one day to another. And we’ve been able to successfully deliver this project. When the partner is good, things are just getting done. And that was the case with *instinctools.

Matti Vesterinen
Solution Development Manager

The quality has been good. It’s been on the expected level: things come on time, we have a good visibility on the things that *instinctools developers are doing and performing for us, communication is good. Wherever we see that we need some more exra resources, we have found *instinctools to be a good partner in helping us out on those areas.

Tim Rosenberger
Director, Global R&D

I’ve been impressed by the available skillset, tthe flexibility to ramp up resources quickly, and the scalability to extend development teams on short notice. I look forward to continue collaboration with *instinctools and their contribution to our projects.

Richard Lohwasser
Co-Founder & CEO

People at *instinctools are quite tech heads, which I like. They have used very advanced libraries, advanced techniques, advanced coding paradigms. So the advantage is that we get reusable code, that we get well-testable code, we get well-maintained code.

Dr. Jonas Block
Product Owner

The *instinctools team exhibits the flexibility and professionality required for young companies. You can rely on their tested structures and processes that integrate nicely with your internal workflows. Being able to grow your team quickly with experienced professionals that start delivering value immediately and without a long interview process is a huge help. And personally, you will be working with a team of kind and interesting people.

Nadine Walther
Co-Founder & CEO

The team is dependable when it comes to managing time and finances, consistently staying within the designated budget. We’re pleased with *instinctools. Their business analysts are exceptional. They serve as the spokespeople between technology and business, representing both sides effectively.

Jeanine Shepstone
Senior Technical Writer

Instinctools is good at understanding the technical issues – once an issue is outlined, they do not need repeated explanation. They also do not simply accept a proposed solution, but they think about it and propose a better solution. I was really impressed by the custom interface they built for us – we outlined the requirements, and they implemented them in a user-friendly way that makes the interface a pleasure to use.

See our AI agent expertise in action

With firsthand experience in the nuts and bolts of AI agent development, we know the challenges inside out. We’ve walked in your shoes and turned hard-earned lessons into solutions that make adopting your intelligent assistant smooth and hassle-free.

Try our AI chatbot now

From idea to steady growth with our wraparound AI agent development services

Understanding the importance of your specific needs, we go beyond offering garden-variety assistants. Turn to our AI agent development company for point solutions that fit into the puzzle of your requirements and processes as if this piece was in place forever.

AI agent strategy consulting

Having a clear idea of what you want to get makes AI agents development risk-free. That’s why, we double down on analyzing your use case and assessing your needs to determine whether a general-purpose or industry-specific solution should be chosen to build on top of, what level of customization is required, and more.

At this stage, our AI consultants also put strategic tech planning on the front burner to identify the jobs to be done to prepare your data and IT infrastructure for AI agent implementation. To guarantee a glitch-free integration with your existing systems, our dedicated team:

  • Handles data gathering, its cleansing, and tokenization
  • Undertakes data enrichment if required
  • Prepares primary datasets
  • Creates custom datasets if needed
All-encompassing audit of your existing AI agent

Does it seem like your AI agent is going south? Back up the gut feeling with expert analysis. Instinctools’ AI engineers evaluate your agent’s performance on different levels:

  • Architecture — by running code review
  • Memory system — by auditing the agent’s reasoning and actions to gauge whether the final output is valid
  • Accuracy — by comparing its answers to a set of test queries with expected outputs

Depending on the audit results, our team outlines the strategy to address the detected issues. It can focus on fixing the code, reviewing the architecture, re-training the agent, fine-tuning its reasoning methodology, or engineering prompts to maximize the underlying LLM’s accuracy.

Leveling up your script-based agent to an LLM-powered solution

Don’t rush to give up on your existing script-based agent if it can’t keep up with your evolved needs anymore. Let *instinctools’ engineers integrate it with a large language model and provide you with an upgraded option at a lower cost compared to building an LLM-based AI agent from scratch.

Developing custom AI agents 

Picking the low-hanging fruit of ready-made generative AI solutions doesn’t work in all scenarios. Available large language models might not match your industry or business specifics. With *instinctools by your side, you won’t have to fit a square peg in a round hole.

We make the grade in customization and turning one-size-fits-all software into the one-and-only-for-you. The dedicated team opts for a smaller model and trains it on your data in line with your specific requirements or leverages another LLM to train the main one.

For complex, multi-component tasks calling for a number of intelligent assistants, our experts in custom AI agent development merge multiple agents into a single hitch-free tool so that you won’t have to juggle a medley of piecemeal solutions. 

AI agent integration 

An AI agent can be installed on a standalone virtual server and connect to particular software within your IT setup, be it a website, CRM, ERP, or other system, to lighten the integration burden and speed up the process itself.

If you want the agent to access all your data regardless of where it resides, you’ll need a full-scale integration. Depending on the project budget and your current infrastructure, its flexibility, maintainability, and evolution plans, our developers integrate the conversational agent with the help of API and webhooks combination or custom scripts.

Ongoing maintenance and enhancement

Your agent’s accuracy and low hallucination level may not be carved in stone. But with our regular optimization of the underlying LLM, the software will continue hitting the mark, keeping the end users satisfied.

Your AI agent success story starts here

Certified to the highest ISO standards

Building all kinds of AI agents: choose yours

Conversational AI agents have many faces, and *instinctools data scientists and AI agent developers are on top of their game when crafting any of them. 
Copilots

Being a natural extension of your software, copilots suggest enhancements and provide recommendations but leave the final word to a human. We integrate AI copilots with your frequently used tools in sales, marketing, human resources, software engineering, and other areas to empower your human employees to play to their strengths and handle their everyday tasks faster and more efficiently than in the pre-AI era.

Autonomous agents

Autonomous agents provide more net benefit compared to copilots, as they can perform tasks without human approval. We enhance the agent’s tree-of-thought prompting to provide you with a fail-safe independent AI companion. Plot a path toward higher productivity and refocus your employees’ attention from tasks that can be done autonomously to the ones that require laser-focused human input.

Multi-agent systems (MASs)

Want to delegate the maximum number of strenuous tasks to AI agents? With *instinctools as your AI agent development company, you can have multiple interacting intelligent agents with a shared memory and environment. Our prompt engineers know the ropes of multi-level fine-tuning and use reinforcement learning frameworks, such as OpenAI Gym and Ray RLlib, for the seamless integration of several agents.

MASs crafted by our data scientists and AI agent developers have extended context windows thanks to inter-agent communication, show human-like dynamic navigation through various reasoning paths, and can tackle complex, large-scale tasks such as those in supply chain management and medical research, to name a few.

We excel at building both types of multi-agent systems:

  • Cooperative MAS, within which the agents with different skills share data and resources to achieve goals beyond the reach of a single autonomous agent. 
  • Hierarchical MAS, where higher-level agents train, coordinate, and re-check the outputs of the lower-level ones. 

Which one clicks with your needs?

Under the hood of our AI agents

To the user, it’s just milliseconds between an input query and a relevant response. But behind the scenes, there’s a complex, well-honed workflow at play. Instinctools’ deep expertise in developing AI agents is the hidden engine driving seamless human-machine interactions.

Featured success stories

Addressing every challenge of AI agents’ building and implementation

At *instinctools, we don’t tolerate jerry-built software. Committed to delivering reliable ML solutions at first try, we iron out all the kinks outright before they snowball into major disruptions. 

Data privacy
Using only publicly available information for model training is the best practice to get data privacy challenges off the agenda. For sensitive data, our AI agent development team trains a model on your hardware to prevent data leakage.
Information security

Data encryption, authentication, and access control are baselines we follow. Our AI agent development company also walks the talk with a solid information security framework and ISO 9001:2015 and ISO 27001:2022 certificates

Context window

Fighting for more natural, human-like interactions, we either choose a language model with a large context window or split data into manageable chunks the LLM can process and merge. 

Response time

Our AI engineers rely on integrated vector databases, such as Azure Cosmos DB, to ensure single-digit millisecond response times even for complex reasoning tasks, automatic and instant scalability, and guaranteed speed at any scale.

Computing resources

Instinctools’ infrastructure is geared toward training LLMs with tens of billions of parameters, but if it isn’t enough, we use cloud resources or rent computational power from the GPUs’ providers.

Feedback loops

To prevent AI agents from constantly calling the same tools and stucking in the infinite reasoning circle, our prompt engineers put a premium on the model fine-tuning and eliminate the hiccups case-by-case

Wipe out all the AI⁠-⁠related concerns with expert assistance

Meet our AI agent development framework

Instinctools’ dedicated teams and subject-matter experts can jump in at any stage of the AI agent development or carry the process end-to-end. As your stalwart AI agent development company, we take care of:

  • Identifying your conversational AI agent use case
  • Choosing an LLM with appropriate reasoning methodology and frameworks to work with this model
  • Setting up a stout AI agent memory system
  • Adapting the model to a particular domain with custom training scripts
  • Fine-tuning the LLM’s accuracy and applying instruct-tuning to enable the language model to follow user prompts more efficiently
  • Creating an agent’s prototype 
  • Testing your conversational AI agent
  • Releasing the software
  • Upkeeping the agent at its peak performance and accuracy
  • Creating an agent’s prototype 
  • Testing your conversational AI agent
  • Releasing the software
  • Upkeeping the agent at its peak performance and accuracy

Partnerships built on trust

Anna Vasilevskaya
Anna Vasilevskaya Account Executive

Get in touch

Drop us a line about your project at contact@instinctools.com or via the contact form below, and we will contact you soon.