AI agent development services and AI integration for startups
Our AI agent development services turn an automation idea into an agent that acts on your behalf, not just a reply in a chat window. We scope the use case, build the agent against your own data and workflows, and test it before it ever touches a real user.
- Idea to MVP
- 4-8 wks
- Code & IP yours
- 100%
- Founder-led
- 1:1
Agent, chatbot, or automation: which one do you actually need
These three get used interchangeably, and picking the wrong one wastes a build cycle.
A chatbot answers; an agent acts
A chatbot's job usually stops at giving an accurate answer. An agent takes the next step: it books the appointment, updates the record or drafts the follow-up, with a human able to review before anything ships.
Not every repetitive task needs a model
If the steps are fixed and the inputs are predictable, plain automation is faster to build and cheaper to run than routing the task through an AI model.
The right fit is a task with judgment but a fixed goal
Agents earn their cost on tasks that need interpretation, like reading a support ticket or a document, but have a clear, checkable outcome, like a category or a drafted reply.
What's included in an AI agent build
A feature scoped to one job, tested before launch, and wired into what you already run.
- Use-case scoping to identify which task actually benefits from an agent versus plain automation
- An agent built around your specific workflow, not a generic assistant bolted on
- Retrieval over your own data, so the agent's answers are grounded in your content
- Evaluation against a test set of real and adversarial inputs before launch
- Guardrails that flag or block the inputs the agent shouldn't act on directly
- Cost monitoring for model usage, tracked per feature rather than one line on a cloud bill
- Connections to the tools the agent acts in, such as your CRM, helpdesk or database, plus hand-over documentation
AI development in your country
Same scoping and evaluation process everywhere, with the local details that matter for your market.
AI development for Australian startups
AEST-friendly hours and cost monitoring from day one.
AI agent development for UK startups
A documented data trail you can bring to due diligence, plus UK-morning hours.
AI development for US startups
Overnight iteration, cost monitoring before launch, and no equity taken.
How it works
From first call to live product in 4-8 weeks.
Free 30-min call
Walk us through your idea. You leave with the biggest risks and a realistic estimate. No obligation.
Product blueprint (weeks 1-2)
Scope, tech stack, architecture and a phase-1 roadmap before any code is written.
Build and test (weeks 2-7)
Weekly demos of working software. Security and performance testing before anything goes live.
Launch and grow (week 8+)
Go live, then iterate on real user feedback. Hand off to your own team whenever you are ready.
Case studies
Real projects, including work for clients under NDA.

AI Agent Platform
Three-Plus Years Building Agent Tooling, Integrations and Orchestration for an Australian AI Platform
Read case study
AI Report Writer
An AI Tool That Drafts Expert Witness Reports in the Expert's Own Voice, Trained on 30+ Years of His Cases
Read case study
AI Recruiting Platform
A Next.js and Python Recruiting Platform With AI Matching, Video Screening Interviews and Outreach for a UK Startup
Read case studyAI agent development: common questions
Tell us what you're building
30 minutes with our founder. You'll leave with a clear next step, whether or not we work together.
Prefer to write? Send us a message or email connect@trydevforge.com