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Generative AI systems producing text, images, and code using advanced machine learning models

Generative AI Solutions

Integrate GenAI into your product to automate workflows, assist users, and deliver measurable value

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150+ reviews
team
85+ specialists
17,000+ hours

Generative AI services and solutions we build

🤖 AI Assistants & Copilots

We build AI copilots and in-product assistants that plug directly into your app or internal tools, using LLMs to answer questions, guide users, and cut down manual support work.

🔎 RAG-Based Knowledge & Search Systems

We connect large language models to your own data through Retrieval-Augmented Generation, so answers stay accurate, current, and grounded in your actual content — not generic guesses.

✍️ Content Generation & Enrichment

Our generative AI solutions draft, summarize, rewrite, and enrich content at scale — from product descriptions to internal docs — freeing your team from repetitive writing work.

⚙️ Workflow Automation with GenAI

We automate repetitive or decision-heavy processes with generative AI — think document processing, data extraction, or routing — so your team spends less time on manual steps.

🧩 GenAI APIs & Backend Integration

We integrate custom GenAI services directly into your existing backend and infrastructure via APIs, so new AI features fit your stack instead of forcing a rebuild.

🛡️ Monitoring, Safety & Cost Control

We set up guardrails, usage monitoring, and cost controls for your GenAI systems, so AI features stay reliable, safe, and predictable in production — not just in a demo.

Our Case Studies

alphaAI Capital

A next-generation AI-powered trading platform that lets retail investors build, simulate, and run fully-automated ETF strategies.

We had to create a secure, real-time trading product from scratch, translate a complex vision into a clear roadmap, and keep development agile enough to absorb regular startup pivots.

PostgreSQL
React JS
Node JS
Docker
Rest Api
Elastic
Posthog
alphaAI Capital
QUAN2UM APP

Crypto exchange app

The Quan2um App lets users trade Bitcoin, Bitcoin Additional, and altcoins on the Quan2um exchange, offering fast, convenient market access from smartphones.

CSS
HTML
Laravel
MySQL
PHP
React JS
Redis
Node JS
MYFINANCE

SaaS web platform for financial analysis of personal funds

The platform collects data from personal credit cards and displays statistics on a dashboard. Allows users to review bank accounts and financial analytics results.

CSS
MySQL
PHP
Yii2
Node JS
Myfinance
BALNEO TRAVEL

Balneo Travel — medical tourism project

Service for searching and booking hotels/resorts, including options with meals, medical procedures and so much more.

CSS
HTML
MySQL
PHP
Redis
Yii2
Balneo Travel
Dmytro Lebid
Co-Founder & Chief Technical Officer
Let’s talk
Share your GenAI idea — we’ll tell you if it’s feasible and what it will cost to build and run.
Let’s talk
Awards & recognition

Since 2017, our software creation team has consistently delivered industry-focused development services that get results.

clutch-4
clutch-2024

What you get with custom generative AI solutions

01

GenAI Use Case & Success Criteria

A clearly defined use case: which user problem the GenAI feature solves, what a good output looks like and how success will be measured. We focus on where generative AI creates real value for your users, not where it only sounds impressive on paper.

02

Solution Architecture

The structure behind your GenAI feature: which data sources it draws from, how retrieval and API layers are organized and which security constraints apply. The architecture is designed to fit your existing systems, so the new feature works with your stack instead of around it.

03

Model & Prompt Layer

The model and its setup for your task: which LLM fits your quality, speed and cost requirements, how prompts are designed, and whether the solution relies on RAG, fine-tuning or both. Each choice depends on your data and budget, not on model hype.

04

Product Integration

The GenAI feature built into your product’s interface and backend, so users get it as a natural part of the product rather than a separate tool. It works with your existing user accounts, data and permissions, and appears where users already work in your app.

05

Output Quality Tracking

Tracking of real usage and output quality after launch: which answers users accept, where the model makes mistakes and which requests it can’t handle. Improvements are based on data from actual users, not assumptions, so you see what to fix and what to keep.

Estimate a new GenAI feature or audit an existing one

Why companies choose Peiko for Generative AI development

01

Faster Time to Market With Practical AI Implementation

You get working generative AI functionality, not months spent chasing a perfect model. We ship a usable LLM-powered feature early, put it in front of real users and refine it based on their feedback. Each release builds on actual usage, so the path from concept to production stays short.

02

Real Product Experience With Generative AI

We build generative AI solutions from the product and user perspective first, not just model benchmarks. This reduces the risk of shipping AI features that look impressive in a demo but add little real value, and keeps development grounded in your business goals and actual usage.

03

Clear Communication Without AI Complexity

Generative AI can get confusing fast. Our team breaks down trade-offs — model choice, RAG vs. fine-tuning, cost vs. latency — in plain terms, so founders and product managers can make confident decisions about their generative AI solution without becoming AI experts.

04

Efficient Use of AI Development Budget

Your budget goes into features that reach users, not throwaway trials that never leave the lab. We validate each GenAI feature on a small scope first, estimate its running costs per request in advance and expand only what proves its value, so you can justify further AI investment internally.

05

Reliable Architecture That Supports Scaling

Your GenAI features keep working as more people use them and your data grows. Response times stay stable under higher load, new content sources and features are added without starting over, and you avoid costly rewrites when the product moves from first users to full scale.

Our generative AI process

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01 Analysis
Every generative AI solution starts with discovery: we examine your product goals, users and data sources, and review your current infrastructure to see where GenAI can realistically add value. Sometimes we simplify the scope, sometimes we expand it. You leave this stage with an agreed scope for the GenAI feature, ready for development.
02 Development
We implement models, APIs and integrations step by step alongside your development process, supporting incremental rollout rather than a single big release. Visible progress and early testing let teams adapt quickly if output quality or performance falls short. The stage ends with a working version tested on real inputs.
03 QA
We check output accuracy and edge cases, and test how models handle unusual inputs and real user behavior. Along with quality, we verify that guardrails and cost limits work as planned. Some odd outputs are inevitable, but our goal is to catch the risky ones before launch, so you release a checked, predictable feature.
04 Maintenance
Generative AI systems need ongoing care after launch. Instead of retraining models, we improve results through prompt updates, better data sources and switching to newer model versions when they offer better quality or lower costs. We also monitor output quality and token spend, so your AI features stay accurate and affordable.

Technologies we use

Cloud, On-premise & Backup
AWS
AWS
Microsoft
Microsoft
Intel
Intel
SEP
SEP
Red Hat
Red Hat
Google Cloud
Google Cloud
Data, Analytics, AI & Security
Datadog
Datadog
Couchbase
Couchbase
Snowflake
Snowflake
ORKA
ORKA
Databricks
Databricks
Confluent
Confluent
CrowdStrike
CrowdStrike
Vertical Partnerships & Associations
Stripe
Stripe
Mambu
Mambu
TomTom
TomTom
Blue Yonder
Blue Yonder
AUTOSAR
AUTOSAR
COVESA
COVESA
HERE
HERE
Enterprise Applications
Microsoft
Microsoft
Papirfly
Papirfly
Bloomreach
Bloomreach
Adobe
Adobe
Atlassian
Atlassian
Mendix
Mendix
PandaDoc
PandaDoc
Contentful
Contentful
Industry & Market Analysts
Gartner
Gartner
Everest Group
Everest Group
Zinnov
Zinnov
Frost & Sullivan
Frost & Sullivan
ISG
ISG

Engagement Models

Let’s talk

Best for ongoing GenAI development — when you need a team embedded long-term to keep building, maintaining, and expanding AI features as your product grows.

Best when requirements evolve as you learn — common with generative AI, where the right architecture often becomes clearer after the first prototype. You pay for actual work done, with full flexibility to adjust scope.

Best for well-defined GenAI features with clear scope — a chatbot, a RAG-based search, a content generation tool. You get a fixed budget and timeline upfront, with no surprises

Start with a structured discovery phase to validate your idea, define technical requirements, estimate development costs, select the optimal technology stack, and create a product roadmap before full-scale implementation.

Best for

New software products, startups, enterprise innovation initiatives.

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Maksym Privalov
PRODUCT MANAGER, SENIOR BDM
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Share the basic information about your project — like expectations, challenges, and timeframes.
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What Our Clients Say

We don’t just build software, we build success stories

5.0

Peiko delivered a smart contract that was highly evaluated by one of the most demanding auditors on the market. They contributed strategically, offering insights that extended far beyond technical development.

Andreas Urlin
Andreas Urlin
Co-Founder & CEO at Vitaltale
5.0

Amazing agency, perfect communication and execution (agile development with very high quality of work), they think out of the box and really help you shape the product. They also have great design skills in the team and are always available- I highly recommend them and will definitely hire again for a next big project!

Lukas Peter
Lukas Peter
CEO at LocalAway
5.0

We are pleased that we selected Dima and Peiko as our software development Advisor and partner. Dima and Peiko team beyond the great technical skills, their collaborative approach and project management make them a reliable tech partner.

Carlos Robles
Carlos Robles
CEO at luma
AlphaAI review
5.0

I selected Peiko team based on their profile and the submitted quality proposal. I also met them personally, and I reached the initial concusion that I am working with a professional team. The end product was delivered with superb quality and structure. the documentaiton part was also great.

Mohammed Alshammari
Mohammed Alshammari
CEO at Eltizam
5.0

If you’re looking to partner with a team that truly understands your vision and has the technical prowess to bring it to life, Peiko is the partner you can rely on.

Bazif Khan
Bazif Khan
The Owner at Poof Technologies
5.0

I consider Peiko a qualified technical partner for many reasons, such as delivering milestones on time, providing fast software improvements, and resolving bug issues quickly. They’re very experienced in blockchain and financial services and get deeply involved in the development process.

Alexey Koloskov
Alexey Koloskov
CTO at Orion Protocol
5.0

What impresses me most about Peiko is their innovative approach! Thanks to Peiko’s efforts, the client has noticed an increase in user engagement and trading volume. The team establishes a seamless workflow by being highly responsive and dedicated to the project. Moreover, they continue to impress the internal team with their innovative solutions.

jason ford
Jason Ford
President, Scaleit USA
5.0

Their rapid response to our requests was a major factor in the project’s successful completion. Peiko’s efforts have increased user engagement and transactions, meeting expectations. Peiko’s responsive and communicative approach has resulted in a successful partnership. The team is committed to creating a secure and user-friendly platform that caters to auctioneers and buyers.

Ramy Fanous
CEO, XeoDev
5.0

Peiko has provided deliverables on time and with minimal revisions. The team is responsive to the client’s needs, addresses questions quickly, and consistently delivers items within expectations. Peiko’s communication and problem-solving skills have been remarkable throughout the engagement.

helfie
Tyrone Grupel
Tokenisation Architect at Helfie.ai
5.0

Although the platform has yet to launch, Peiko is able to execute and manage the platform successfully. A collaborative team, they have engaged with the clients to work out the stages and concept in the development of the project. They have communicated well to provide progress updates and feedback.

Oleh Romaniuk
Co-Founder, Teliqon Communications
Vladimir-Ribakov-video-review
5.0

Although the platform has yet to launch, Peiko is able to execute and manage the platform successfully. A collaborative team, they have engaged with the clients to work out the stages and concept in the development of the project. They have communicated well to provide progress updates and feedback.

orion logo
CEO
Quan2um OU
5.0

They’re an open-minded team and I’m glad to be working with them. Peiko works fast and pays great attention to detail. Regular and honest communication benefit the collaborative partnership. Customers can expect to work with a professional and open-minded team.

balneo
Maria Semenuta
Co-Creator, Balneo Travel
5.0

My initial trepidation in hiring an agency in another time zone, and a market I was not familiar with, proved unfounded. Always professional. Incredibly switched on. I get the sense they actually really understand what we are trying to achieve. I don’t have to explain everything – they intuitively seem to understand. The designs the team have come up with are fantastic.

CEO
a Laravel development company
100% Job Success

We’ve earned a 100% Job Success score on Upwork as a result of consistent delivery, long-term client satisfaction, and predictable results.

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5.0

Our work is rated 5.0 on Clutch, reflecting verified client reviews, strong professionalism, and a clear focus on scalable, business-driven digital solutions.

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Generative AI Solutions FAQ

Generative AI solutions are applications that create, summarize, transform, or enrich content using AI models. They can generate text, images, code, reports, recommendations, and other outputs while integrating directly into business products and workflows.

The cost has two parts. Development depends on the scope, the number of integrations and how much data preparation is needed: in our experience, an AI chatbot typically costs $4,000–$15,000, and a generative AI integration into a product $10,000–$100,000. Running costs include model usage billed per request or token, infrastructure and monitoring, and they grow with the number of users. Get a quick estimate with our cost calculator.

An off-the-shelf tool is usually enough when you need generic tasks, such as drafting emails or summarizing documents, for internal use. A custom generative AI solution pays off when answers must rely on your own data, the feature has to work inside your product, or you need control over output quality, data privacy and running costs. We often start by checking whether a ready-made tool covers your case before recommending custom development.

Yes, data protection is built into the solution from the start. We work with model providers through business APIs, whose terms do not allow using your data to train their models, and we never use your data for other clients’ projects. Your data is stored in your own or agreed cloud infrastructure, and access is limited by role. If data must not leave your environment, we deploy open-source models on your servers. We sign an NDA before the project starts if required.

The timeline depends on the complexity of the use case, integrations, data requirements, and customization level. Simple AI-powered features can often be launched within weeks, while enterprise-grade generative AI platforms may require several months of development and optimization

Generative AI creates content in response to a request: it answers questions, writes and summarizes text, or generates images and code. AI agents use generative AI as their core but go further: they plan steps, use tools and APIs, and complete tasks on their own, such as processing a request end to end or updating records in your systems. Many products combine both. Learn more about our custom AI agents development.

Additional Services

Additional Services

We offer a range of additional services to make your experience even more convenient and tailored to your needs. From personalized support to specialized solutions, our team is here to help you get the most out of what we provide. Let us take care of the details so you can focus on what matters most
01
AI Consulting Services
Peiko helps businesses decide where AI and generative AI are worth investing in, what to build and how — before development starts. You get a validated plan with realistic costs and risks instead of an expensive experiment.
Read more
02
AI Knowledge Base
Peiko builds AI knowledge bases that turn your company’s documents, wikis and databases into accurate answers for teams and customers. Every answer is grounded in your own data, with access rules respected.
Read more
03
Custom AI Agents
Peiko builds custom AI agents for business that take real actions inside your tools and data — from updating your CRM to handling support requests end to end. Agents with clear boundaries and human oversight, built to run in production, not just in demos.
Read more
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