Vertical AI agent development for your industry
An AI agent that knows your industry's work and does one job properly.
Vertical AI agent development means building an agent for one industry and one job, such as patient intake, service call triage or document collection. We shape it around your rules and systems, test it on real cases and keep people in charge of decisions.
- Clutch5.0
- Google5.0
One in-house team since 2015 · Free audit, no obligation
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Vertical AI agent projects start with these frustrations
Owners rarely ask for an agent. They ask for relief from one job that keeps their team stuck. Here are the jobs we hear about, and how an agent takes them on.
- 01
“We tried ChatGPT, but it doesn’t know how our business works.”
WHY IT HAPPENSGeneral assistants learn from the public web, so they guess at your prices, policies and procedures unless someone pastes them in every time.
WHAT WE DOWe gather your approved answers, service rules and edge cases into a knowledge base the agent must use, and we test it against questions your staff actually receive.WHAT CHANGESAnswers match how you actually work, without anyone retyping the rules. - 02
“My front desk spends the whole day on the same requests.”
WHY IT HAPPENSBooking, rescheduling and status questions follow the same pattern every time, yet each one interrupts someone doing harder work.
WHAT WE DOWe pick the most frequent request, connect the agent to your calendar or job system, and let it complete that request end to end while flagging exceptions to staff.WHAT CHANGESYour team gets back the hours it spent on the same few requests. - 03
“I don’t want a robot making decisions that could cost us a client.”
WHY IT HAPPENSAn agent without limits will act on thin information, and a wrong booking, quote or message can damage trust quickly.
WHAT WE DOWe write the limits first: what the agent may do alone, what needs approval and what always goes to a person. Every action is logged so you can review it.WHAT CHANGESRoutine work moves on its own, and judgement calls stay with your people. - 04
“Every AI vendor promises the world, and I can’t tell what’s real.”
WHY IT HAPPENSDemos use tidy examples, while real customers write vaguely, change their minds and ask things nobody planned for.
WHAT WE DOWe test the agent on a sample of your real past conversations or cases before launch, share the results with you, and only widen its scope once it handles them reliably.WHAT CHANGESYou decide with evidence from your own work, not from a sales demo.
General AI knows a little about everything
A general assistant can draft an email or summarize a report, but it does not know how your clinic books a first visit, which jobs your crews take on a weekend, or what your firm needs before opening a file. Every answer has to be checked, so the time saved leaks away in corrections and copying between tools.
A vertical AI agent is built the other way around. We start from one job in one kind of business, load it with your rules and approved answers, connect it to your booking, CRM or document systems, and test it on real cases before launch. It does that job well and passes anything outside it to a person.
- Staff repeat the same answers all day
- General AI tools need constant checking
- One task eats hours across your team
What a vertical AI agent changes in your day
What changes for your business once it’s done properly.
- 01
Fewer interruptions
Routine requests are completed by the agent, so staff spend their attention on clients, complex cases and work that needs judgement.
- 02
Consistent answers
Every customer gets the same approved information and the same steps, whoever is on shift and however busy the day becomes.
- 03
Work that leaves a record
Each conversation and action is logged, so you can see what happened, correct the agent and show clients or auditors the trail.
- 04
Room to grow carefully
Once one job runs well, the same foundation can take on the next workflow, without starting over or buying another tool.
What’s included in vertical AI agent development
- 01Niche and workflow selection
- 02Approved knowledge and rules
- 03Connections to your systems
- 04Human review and escalation
- 05Testing on real cases
- 06Privacy and access controls
- 07Launch, monitoring and tuning
- 08Ownership of data and prompts
Tools we build with.
- OpenAI API
- Claude
- LangGraph
- Model Context Protocol
- Python
- pgvector
- 01Fixed-scope projectA defined scope, timeline and price. Best for MVPs, websites and well-defined builds.
- 02Dedicated teamEngineers, designers and QA working as part of your team on a monthly basis.
- 03Support retainerOngoing maintenance, upgrades and improvements with agreed response times.
How our Vertical AI agent process works
- 01
Discover
Workshops to understand your goals, users, process and constraints, ending in a clear scope and estimate.
- 02
Design
User flows, wireframes and clickable prototypes tested before development starts.
- 03
Build & test
Two-week sprints with a working demo each cycle, code reviews and automated tests.
- 04
Launch & support
Staged release, monitoring, training and ongoing support as you grow.
What clients say
“Our Google Ads campaigns were burning through budget with little to show for it. All In One Marketing Pro stepped in and completely revamped our strategy, targeting the right audience and optimizing our ads for conversions and our website also google map. Within three months, our cost per lead dropped by 65%, and our ROI improved significantly. They solved a problem we thought was unsolvable! Thank you so much Lovi and all in one marketing team”
Alissa Mandzuk-PowerClient review “We had no real strategy for social media before, but after working with All In One Marketing Pro, our engagement skyrocketed! Our Instagram and Facebook pages grew by over 150%, and we’re now getting consistent leads directly from social media. Their content is top-notch, and they truly understand how to turn followers into customers.”
N KaurClient review “All in One Marketing has played a crucial role in the growth of my cardiology practice. Their targeted strategies have greatly enhanced patient engagement through social media, and by the second month of running Google Ads, we began seeing a steady influx of new patients. They are highly professional and results-driven! Thank you”
Emma NClient review
Reviews are in each client’s own words. Results differ from business to business, with the market, the budget and the starting point.
A vertical AI agent is software that handles one job for one kind of business, such as booking new patients, triaging service calls or collecting documents for a tax file. It works from that business's rules and approved information, uses its systems, and hands anything unusual to a person, which makes it more dependable than a general assistant for that job.
A chatbot mostly answers questions. A vertical agent finishes tasks: it can check a calendar, create a booking, update a CRM record, request a missing document or route an urgent call, inside limits you set. Many projects start as a chatbot on approved content and grow into an agent once the rules and connections are clear.
Three things matter more than the model: a clearly defined job with a finish line, the approved information and rules the agent must follow, and access to the systems where the work happens. We map those in a short discovery, build a first version on one workflow, and test it against real past cases before anyone relies on it.
You do. We build in accounts you control where possible, document the prompts, rules and connections, and keep conversation logs in your systems. If you move to another provider or bring the work in-house, the agent's instructions and your data go with you, because an agent you cannot inspect or move is a risk to your business.