Accounting & Finance
AI that automates bookkeeping, invoice and document processing, reconciliation, and reporting — cutting manual work and closing the books faster.
FeaturedView moreWE BUILDAI AGENTSYOU DEPLOYTO PRODUCTIONNOT PROTOTYPES
Claude Certified
OpenAI
GitHub Copilot
Industries we serve
Custom AI across
key industries
FeaturedView moreReal Estate
AI for property search and matching, lead qualification, listing generation, valuation, and document automation across the deal cycle.
IndustryView moreLogistics & Supply Chain
AI for route and load optimization, demand forecasting, shipment tracking, and exception handling — keeping operations moving in real time.
IndustryView moreHealthcare
AI for clinical documentation, patient intake, triage support, and records search — built with privacy, auditability, and compliance in mind.
IndustryView moreE-commerce & Retail
AI for product discovery, personalized recommendations, support automation, and inventory and pricing intelligence that lifts conversion.
IndustryView moreLegal & Compliance
AI for contract review, clause extraction, due diligence, and policy Q&A — surfacing risk fast while keeping a human in the loop.
IndustryView moreInside Qberry
Built by practitioners, not theorists
"Most AI agents die in the gap between a demo and production. We close that gap on purpose — mapping the workflow, the tools, and the failure modes before we write code. That's what makes an agent something a business can actually run on."
Andrew Koval
PMO, Qberry
AI tools we use at Qberry
Claude
OpenAI
GitHub Copilot
Perplexity
Cursor
CodexWith our technical process
Our clients' ideas rock
E-COMMERCE LEADS
Automationn8nCRM IntegrationE-commerce
A unified system for processing leads from all channels — validation, CRM deal creation, distribution among managers, and instant client response.
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CONSULTING LEADS
AutomationAIn8nLead Qualification
Automated initial client interaction powered by n8n and AI — filtering non-target inquiries and passing only qualified leads to managers.
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AUTOFLOW
AutomationAI AssistantBookingAuto Service
An AI assistant answers on every channel, collects the car, problem and urgency, checks the live schedule and turns each request into a ready-to-confirm booking.
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CAR IMPORT
AutomationAI AssistantAuction MatchingCar Import
An AI assistant answers car enquiries on every channel, collects budget, make, year, engine and market, matches live US & Korean auction cars and hands the manager a qualified buyer.
View detailsHow We Ship AI Agents
Into Production
At Qberry, delivering an AI agent isn't about shipping features fast — it's about shipping the right ones. Most agents never survive contact with production. Senior engineers own the architecture, the tool logic, and every release-critical decision. AI accelerates what should be accelerated; humans control what shouldn't be delegated.
Discovery & workflow mapping
We start with the problem, not the model. We map the business workflow, the data sources, the tools, and the failure tolerance — and define exactly what “done” looks like in production before a line of code is written.
Agent architecture design
We design the agent for long-term reliability: reasoning flow, tool use, memory, context, and clear escalation paths. Most agents fail on architecture, not on the model — so we get that right first.
Tool & data integration
We connect the agent to the systems it actually needs — MCP tools, internal APIs, databases, webhooks, and your existing stack — with role-based access and fully auditable actions.
Build the core agent
Senior engineers build the agent logic, the guardrails, and the product-facing interfaces. AI accelerates the code; humans own every release-critical decision.
Edge-case hardening & evals
We test against production conditions — adversarial inputs, malformed data, tool failures, and the long tail of real cases — with evals that prove the agent behaves before it ships.
Production deployment
We ship into your environment with monitoring, logging, and rollback paths in place. The agent goes live where your business actually runs — not in a demo sandbox.
Monitor, iterate & scale
After launch we watch real usage, close the gaps, and scale the agent to new workflows — improving reliability with every release instead of rebuilding from scratch.
Our AI Development Services
Custom AI Development
Custom AI development services for production-grade software products with scalable architecture, launch readiness, and strong technical oversight.
AI ServiceView MoreAI MVP Development
AI MVP development services for rapid startup validation, clear deliverables, and GPT-powered workflows — built as a fast fixed-scope MVP.
AI ServiceView MoreAI Product Rescue
You vibecoded an app but it doesn't work as it should? We can help.
AI ServiceView MoreFAQ
We design, build and ship production AI agents end-to-end: discovery and workflow mapping, architecture, tool and data integration, guardrails and evals, deployment into your environment, and post-launch monitoring — plus n8n-based automation pipelines around the agents.
A prototype answers well in a demo. A production-ready agent survives real inputs: tested tool integrations, guardrails, evals against edge cases, monitoring, logging, rollback paths — and a defined behaviour for when it doesn't know what to do.
Yes. Your team keeps product ownership; we bring the agent architecture, engineering and delivery discipline. We can also train your engineers to own the system after launch.
Yes — that's the core of our approach. MCP tools, internal APIs, CRMs, databases, webhooks and messengers: the agent gets role-based access to your existing stack with fully auditable actions.
Well-scoped workflows: lead qualification and routing, support triage with escalation, document processing, price monitoring, internal knowledge answers, and repetitive operations with clear success criteria.
Every agent ships with explicit escalation paths: confidence thresholds, human-approval steps for risky actions, and full conversation logs. The agent handles the routine; people stay in control of decisions that matter.
Yes. We start with an audit: map the failure modes, add evals that reproduce them, then fix architecture, tools and guardrails. Usually cheaper than rebuilding — and you keep everything that already works.
Book a call. We'll discuss your workflow, pick the highest-ROI agent to start with, and come back with a scoped proposal — timeline, price, and what “done” means in production.
Ready to bring your project to life?
Let's talk about your project
Illia Kvasnitkiy
CEO at Qberry
"Qberry impresses with technical prowess, timely delivery, and excellent communication. Their dedication to quality enhanced our partnership."