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Travel and hospitality software development

Travel API integration

Travel booking software development

Hotel management software development

Travel mobile app development

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Transportation and logistics software development

Delivery management solution development

Fleet management software development

Custom inventory management software development

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Vehicle monitoring system development

Supply chain software development

Shiji — Custom Webflow for a global hospitality provider

Coach and minibus hiring service with quote system

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An online travel booking platform for Australia's most viral content creators

Booking platform for community-based tourism

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AnchorSpan — system for warehouse, port, and delivery visibility

BSTK  Grandbus — bus ticket booking platform

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Tour operator's guide to preventing cancellations

10 fast no-dev conversion fixes for travel & transportation websites

All e-books & white papers

Logistics

Employee transportation software: Features, benefits, and best solutions

Logistics

A complete guide to warehouse slotting optimization

Check our blog

Services

AI agent development

AI agent development services

We build agents that plan, decide, and act. We build agentic AI solutions that plan and act on their own. At COAX Software, we've automated logistics platforms for fifteen years. That experience shows us exactly where agents break in production.

Industry leaders we work with

Krytter logoLocation Live logoShiji logoArrival logoDriven connect logoStayaltered logoRoad rally logoRoadster logo
Krytter logoLocation Live logoShiji logoArrival logoDriven connect logoStayaltered logoRoad rally logoRoadster logo

Why agentic engineering?

40% enterprise apps are AI enabled

Old software waited for someone to click. Agentic AI engineering creates systems that decide and act on their own.

23% of companies run agents in production

Most agentic AI stays stuck in pilot mode. We build for the harder part: getting an agent past the demo.

44% of companies govern their agents properly

Most agents run without real oversight. We hold ISO 9001 and ISO 27001 certification, so guardrails ship first, not later.

66% of companies with agents report gains

Productivity gains follow good architecture, not luck. Every dollar spent gets a clear purpose with autonomous solutions.

Agentic engineering services we offer

AI strategy & discovery

Founders waste months building agents nobody asked for. We fix that through structured discovery: mapping your workflows, your data, and where automation actually pays off. Our DriveIQ solution cut late deliveries from 18% to seven percent within one build. That's agentic AI consulting done the way it should work: no guessing, no wasted sprints.

Agent architecture design

An agent that works in a demo often breaks under real traffic. We design the architecture first: how agents call tools, handle failures, and hand off to humans. Multi-tenant isolation, permission boundaries, and audit logging get planned before development starts. Skipping this step is how agents end up making decisions nobody can trace back.

Custom AI agent development

Off-the-shelf agentic engineering platforms force compromises your workflow can't absorb. We build custom ai agent development services around your exact operations. Your agents connect to your systems, follow your business rules, and act inside your existing tools. No generic chatbot wrapper standing in for real automation.

Multi-agent system development

Complex operations rarely run on one decision-maker. We build multi-agent systems where specialized agents each own a slice of the workflow and coordinate together. One agent might monitor inventory while another handles customer notifications. They pass context between each other so nothing falls through the gap.

AI workflow automation

Manual reconciliation, data entry, and record matching drain hours nobody gets back. We build automation pipelines that read source data, apply logic, and write clean records downstream. For SunsetLimo, that meant turning six hours of monthly manual work into a four-minute automated run. Commission accuracy hit 100% within the first cycle.

Optimization & support

Launch day isn't the finish line. Agents drift as your data, rules, and edge cases evolve. Our engineers stay attached to your system after launch, tuning performance and catching failures early. You get an agent that keeps earning its keep, quarter after quarter.

Types of AI agents we build

Travel booking agents

Booking flows break the moment inventory, pricing, and availability drift out of sync. Our AI agent development experts build tools that check real-time rates, hold inventory, and confirm bookings across providers. The agent doesn't just recommend a slot. It books it, confirms it, and flags exceptions for review.

Supply chain agents

A late shipment costs more the longer it stays hidden. We build agents that watch inventory levels, carrier data, and delivery timelines together. When a threshold breaks, the agent reroutes, reorders, or alerts a planner directly. On DriveIQ's dispatch layer, for instance, automated clustering cut diagnosis time from twelve minutes to under three.

Customer support agents

Most support tickets follow patterns a human doesn't need to solve twice. We build agents that resolve routine requests, pull account context, and escalate only what actually needs a person. Agentic AI integration with your existing helpdesk means the agent works inside tools your team already uses. No new inbox for anyone to check.

Sales agents

Pipeline data means nothing if reps spend hours qualifying leads by hand. We build agents that score leads, draft outreach, and update your CRM automatically. The agent flags high-intent prospects before a rep even opens the account. That's the difference between a dashboard and a system that moves deals forward.

Operations agents

Daily operations run on dozens of small decisions nobody has time to review. We build agents that monitor workflows, catch anomalies, and trigger the next step automatically. On SunsetLimo, we replaced six hours of manual reconciliation with a system that runs the same job in four minutes. That's custom AI agent development applied to a real bottleneck.

HR agents

Hiring and onboarding stall out on repetitive admin work. We build agents that screen resumes, schedule interviews, and route onboarding tasks to the right person. Recruiters keep the judgment calls. The agent handles everything that doesn't need one.

Finance agents

Commission errors and reconciliation gaps compound fast when nobody's watching closely. We build agents that validate records, apply business rules, and flag exceptions before they reach your books. Agents do what a skilled finance agent should do: enforce rules consistently, every single time.

Compliance agents

Regulatory paperwork rarely gets easier as a company grows. We build agents that track documentation, flag missing records, and generate audit trails automatically. Every action stays logged and traceable. That matters most when a regulator or partner asks you to prove it.

Technologies we work with

LangChain

LangGraph

OpenAI

Anthropic Claude

AWS Bedrock

AutoGen

Azure

Python

CrewAI

Pinecone

Zapier

n8n

AWS

GCP

TypeScript

Why our clients trust us

Planning

Breaks a goal into steps before acting, so the agent knows where it's headed, not just what's next.

Reasoning

Weighs options and works through logic in real time, instead of following a fixed script.

Memory

Keeps track of past actions and context, so it doesn't repeat itself or start from zero each time.

Tool usage

Calls APIs, databases, and other software directly, turning a decision into a completed action.

Collaboration

Works alongside other agents or people, handing off tasks where it makes sense.

Learning

Improves from outcomes over time, so performance compounds instead of staying flat.

Human approval

Pauses at the right moments for a person to confirm before anything high-stakes happens.

Monitoring

Tracks its own behavior and flags issues, so problems surface before they cause damage.

Decision support

Surfaces the reasoning and options behind a choice, so people can trust and check its calls.

Workflow execution

Carries a task through to completion end-to-end, not just to the next handoff point.

Our agentic AI development roadmap

We start by mapping your actual workflows, not pitching a generic agent. That means interviews with your team, a look at your data, and a hard read on where automation pays off first. You get a validated use case before anyone writes code.

Deliverables: process audit, use-case scoring, and a scoped engagement plan.

Every agent replaces a decision someone makes today. We document that decision step by step: inputs, rules, exceptions, and who signs off. Skip this step, and the agent inherits your team's blind spots instead of fixing them.

Deliverables: process maps, decision logic documentation, and edge-case inventory.

This is where true agentic software engineering is going on. We design how the agent plans, calls tools, and hands off to a human. Permission boundaries, memory structure, and failure handling all get mapped before development starts.

Deliverables: architecture diagram, tool integration plan, and a governance model.

We build a working agentic AI framework scoped to one narrow task, not the full vision at once. You test it against real data early, not a polished demo months later. Rule-based logic often runs first, while models tune in the background.

Deliverables: functional prototype, test results, and a go/no-go recommendation.

Once the prototype proves out, we build the full system. That means monitoring, logging, error handling, and integration with your existing tools. Every agent ships with an audit trail from day one.

Deliverables: production environment, integration pipelines, and monitoring dashboards.

Agents drift as your data and rules change. We stay attached after launch, tuning prompts, adjusting logic, and catching failures before they compound. Working with the right agentic AI providers and models matters here. We wrap what performs best, not what's trendiest.

Deliverables: quarterly performance review and an updated optimization roadmap.

Trusted by our clients

Our agentic engineering delivers impact

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See why clients recommend us

Software engineering behind every agent

Many vendors sell you a chatbot wrapper and call it an agent. We build the full stack underneath: data pipelines, tool integrations, and the orchestration logic that makes decisions reliable. 16 years building logistics and travel platforms means our custom agentic AI solutions run on production-grade engineering, not a demo that breaks under real traffic.

Governance built in from day one

82% of companies already run AI agents, but only 44% have policies to govern them. We design permission boundaries, audit trails, and human-approval checkpoints before an agent ever touches your data. We're ISO 9001 and ISO 27001 certified, and we sign an NDA on every engagement.

Integration with systems that don't play nice

Legacy platforms rarely expose clean APIs, and agents need real-time data to act correctly. We've built custom middleware bridging Stripe, HubSpot, Salesforce, and closed booking systems across dozens of projects. That experience means agentic AI services here don't stall the moment your stack gets complicated.

Phased delivery that protects your budget

We scope discovery, architecture, and prototype as separate stages with fixed pricing each. You approve spending before we move to the next phase. That structure keeps agentic AI adoption low-risk instead of one large bet on an unproven system.

A lean team that actually ships

Projects run with one or two senior developers, a DevOps engineer, and a PM, not a bloated bench padding your invoice. Our team is 90% mid- and senior-level. The person building your agent has debugged one like it before.

Support that doesn't stop at launch

Agents drift as your data and rules evolve, and most vendors disappear after go-live. Our engineers stay attached post-launch, tuning logic and catching failures before they compound. That's the difference between a pilot that fades and a system your team actually keeps running.

Our related services

Solutions MVP development

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Third-party software integration

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Cloud development services

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FAQ

Cost depends on scope, not headcount. A discovery and architecture phase usually runs a few weeks and gives you fixed pricing before any build starts. We break agent builds into phases so you approve spend before committing further. Multi-agent systems and legacy integrations push costs up fast. That phased structure protects your budget from scope creep entirely.

Testing runs differently than standard QA. We validate decision logic against edge cases before an agent ever touches live data, then run it in shadow mode alongside your existing process. Dispatchers or reps review agent recommendations without acting on them first. Only once accuracy holds steady do we let the agent act autonomously on real transactions.

Every agent we build includes a fallback path for exactly this. High-stakes actions route through human approval by default until confidence scores prove reliable. When an agent does misfire, audit logs trace the decision back to its trigger within minutes. That traceability is why our DriveIQ platform caught fatigue risks before violations occurred, not after damage was done.

Ask every vendor for a phased scope with pricing per stage, not one lump sum. Many quote a single fee that hides scope creep once discovery reveals real complexity. Look for a team that shows past integration work, not just AI buzzwords. Ask what happens if a model underperforms, and whether human review sits inside the workflow.

You do, fully. Every contract with us transfers complete IP ownership at delivery, including source code, prompts, and documentation. There's no vendor lock-in and no licensing dependency on our infrastructure once the project closes. If you switch providers later, you walk away with everything you need to keep the agent running, no negotiation required at any point.

Insights from the COAX blog

Check our blog

Travel

Top 10 travel app development companies in 2026

September 30, 2026

Go to the blog post page

Logistics

Smart warehouse guide: Key technologies, features, and best practices

September 28, 2026

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Logistics

Employee transportation software: Features, benefits, and best solutions

September 18, 2026

Go to the blog post page

Logistics

A complete guide to warehouse slotting optimization

September 17, 2026

Go to the blog post page

Travel

Short-term rental software: A complete guide to choosing the right tools

September 16, 2026

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Logistics

What is fleet telematics? Turn vehicle data into better fleet decisions

September 14, 2026

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Travel

Why do you need a cloud hotel management system?

September 11, 2026

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Logistics

Warehouse control systems explained: Workflow, features, and solutions

September 10, 2026

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Travel

We tested the 10 best tour operator software solutions, so you don’t have to. Here’s what we found.

September 9, 2026

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Logistics

What is 3PL warehouse management software, and how does it work?

September 7, 2026

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What we’ll do next?

  • 1

    Contact you within 24 hours

  • 2

    Clarify your expectations, business objectives, and project requirements

  • 3

    Develop and accept a proposal

  • 4

    After that, we can start our partnership

Serhii Danyliuk

Head of Strategic Partnerships