Chatbots that talk, agents that get the work done
From conversational chatbots and voice assistants to autonomous agents that run whole workflows, we design, build, and ship conversational AI that actually runs in production. You keep the keys, we don't keep you dependent.
From answering questions to running the work
Conversational AI and autonomous agents aren't two products. They're one spectrum. Start with a chatbot, grow into an agent OS that acts on your systems.
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01
Chatbots
Answer instantly, 24/7, across every channel, in your brand voice, and see it through to done, not just hand off the easy part.
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02
Copilots
Assist your people with context, drafts, and suggestions right inside the tools they already work in every day.
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Autonomous agents
Plan and run multi-step work end to end, calling your systems and tools, with guardrails and human sign-off where it counts.
Conversational AI & agent services
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Conversational AI & chatbots
Chatbots that resolve enquiries end to end across web, WhatsApp, and social, in your brand voice.
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Voice agents
Natural voice assistants that answer calls, book, and triage, so no enquiry goes unanswered.
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Autonomous AI agents
Agents that reason and act across multi-step workflows, integrating with the tools you already run.
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Knowledge & RAG assistants
Retrieval-grounded assistants that answer from your own docs, accurately and with citations.
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Integration services
Connected straight into your CRM, calendar, and back office, so an agent acts on your actual systems instead of a sandboxed demo.
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Design, architecture & guardrails
Secure, observable architectures with memory, guardrails, and human-in-the-loop control.
Meet customers on every channel
One brain, deployed everywhere. The same conversational AI across the channels your customers already use.
- Web chat
- Voice & phone
- Slack & Teams
- Mobile apps
- Email & SMS
- Instagram & Messenger
- Your own API
Types of agents & bots we build
Different jobs call for different agent designs. We pick the architecture that fits your workflow, your data, and how much autonomy the task actually needs.
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Utility-based
Weighs every option against what you're optimizing for and picks the one with the best payoff.
Best for trade-off decisions -
Learning
Gets better with every conversation, adjusting to new patterns instead of running the same logic forever.
Best for evolving workflows -
Model-based reflex
Keeps a working picture of the situation so it can act sensibly even when information is incomplete.
Best for partial data -
Goal-based
Plans out several steps to reach a specific outcome, instead of just reacting to whatever comes in.
Best for multi-step tasks -
Simple reflex
Fast, rule-driven responses for high-volume, well-defined requests where speed matters more than nuance.
Best for high-volume FAQs -
Hierarchical
One agent delegates pieces of the work to specialists and assembles their output into a single result.
Best for complex operations
Understand why AI agents are worth building
Agents don't just answer — they act. They run multi-step work on their own, around the clock, and get sharper the more they're used.
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01
Always available
No queue, no time zone, no “back tomorrow.” Every request gets handled when it lands.
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Faster answers
Decisions and responses in seconds, grounded in your actual data.
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Less manual load
The repetitive work that used to eat a person's day happens on its own.
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04
Consistent every time
The same quality of response whether it's the first request of the day or the five-hundredth.
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05
Fits into what you already run
Works inside your existing tools, not a separate system your people have to learn.
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06
Gets sharper with use
Every interaction is a chance to improve, not just a transaction that disappears.
Our AI impact in numbers for businesses
Book a discovery session- 15+ Years building software (combined)
- 100% Customer-owned code, always
- 0 Hidden fees or surprise invoices
- 1 day Business day to reply, every enquiry
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01
Map the use case
We find the highest-value conversation or workflow worth automating first.
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02
Design the architecture
A secure, observable setup with memory, tools, and guardrails planned before anything's built.
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03
Train it on your reality
Tuned against your actual data and the messy edge cases that generic demos skip.
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04
Build and connect
Wired into your CRM, data, and back office, not left running in isolation.
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05
Test before it's trusted
Checked for accuracy and safety, with a human in the loop wherever it counts.
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06
Launch and keep improving
Live in production, monitored, and tuned as real usage teaches us more.
People who've actually shipped agents before
Senior practitioners, not a rotating bench of junior hires. 15+ years building production software, now focused on conversational AI and agents.
Deep in a few things, not shallow in everything
We focus on conversational AI and agents, not a catalog of services we dabble in.
One price, no surprise invoices
Fixed price for a fixed scope, agreed before we start, not an hourly clock running in the background.
You own everything
Code, accounts, and docs handed fully to you, with training to run it. No lock-in, ever.
Senior team, fixed price
Senior practitioners who've owned production agents, on a fixed price for fixed scope, never hourly.
The jobs this actually takes off your plate
One platform, applied to the everyday work that piles up across every department. Pick a job to see exactly what it handles.
Every question answered, before it becomes a ticket.
- Handles FAQs and common requests instantly
- Escalates the complex ones with full context
- Available around the clock, not just business hours
No lead sits cold waiting for a reply.
- Qualifies inbound interest the moment it arrives
- Books meetings straight into your calendar
- Hands off warm, not cold, to your sales people
A smoother start, without more admin.
- Walks new customers or students through setup
- Answers the same first-week questions instantly
- Frees your people from repeating themselves
Screening and scheduling, without the back-and-forth.
- Screens applicants against your criteria automatically
- Books interviews straight into calendars
- Answers candidate questions without a recruiter typing the same reply twice
An always-on answer for your own people.
- Answers policy and process questions instantly
- Pulls from your internal docs, not guesswork
- Frees managers from answering the same question twice
Answers pulled straight from your own documents.
- Finds the answer buried in your files, in seconds
- Cites exactly where it came from
- Cuts hours of manual searching down to a single question
One team across the whole stack
The tools behind every agent we ship, picked for what the job actually needs. All of it runs in your accounts, and none of it is a vendor partnership.
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Models & reasoning
What reads the question and works out what to do next.
- OpenAI GPT
- LLaMA
- Hugging Face
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Agent orchestration
Planning, tool calls and retries, in a loop you can read back.
- LangChain
- Rasa
- Dialogflow
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Retrieval & memory
Your own documents, searchable, so an answer can name its source.
- Pinecone
- PostgreSQL
- Redis
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Voice & telephony
Phone and voice channels that answer, not a menu tree.
- Twilio
- ElevenLabs
- Whisper
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Integration & APIs
The wiring into the systems you already run, no rip-and-replace.
- FastAPI
- Node.js
- TypeScript
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Cloud & deployment
Running in your accounts, under your logins, with logs you can read.
- AWS SageMaker
- Google Vertex AI
- Azure AI
- Vercel
How conversational AI can serve your industry
Answer every learner, day or night
From enrollment to at-risk alerts, agents keep students supported around the clock.
- Instant answers to enrollment questions
- Automated reminders and follow-ups
- Early flags on at-risk students
Every order question, handled instantly
Order tracking, product help, and cart recovery, handled the moment a shopper asks.
- Order status without a support ticket
- Product questions answered in real time
- Cart recovery before the sale is lost
A front desk that never gets backed up
Scheduling, intake, and follow-up run themselves, so your front desk never falls behind.
- Scheduling and intake handled automatically
- Fewer missed calls
- Faster post-visit follow-up
Billable hours spent on the work that matters
Qualify and route every enquiry instantly, freeing your people for billable work.
- New enquiries qualified and routed instantly
- Routine questions answered without a person
- Faster response times without more headcount
FAQs: conversational AI & agents
What's the difference between a chatbot and an AI agent?
A chatbot answers questions in a conversation. An AI agent goes further: it reasons about a goal and takes multi-step actions to reach it, calling tools and acting on your systems. We build both, and everything in between, on one platform.
Which channels can you deploy conversational AI on?
Web chat, WhatsApp, voice and phone, Slack and Teams, mobile apps, email and SMS, Instagram and Messenger, or straight into your own product via API. One brain, deployed everywhere your customers are.
Can the bot escalate to a human?
Yes. Every conversation can hand off to a human with full context at the right moment, and the agent keeps learning from how those handoffs are resolved.
What are AI agent development services?
Design, build, integration and support of production AI agents, from mapping the right use cases to shipping a live system your people own, with training and monitoring included.
What are the core components of an AI agent?
A reasoning model, a memory layer, a set of tools or APIs it can act through, an orchestration loop that plans and executes steps, and guardrails plus human-in-the-loop controls for safety.
Which industries benefit most from AI agents?
Businesses with a lot of repetitive, judgment-light work: EdTech platforms handling enrollment and support, e-commerce brands managing order volume, healthcare practices buried in scheduling and intake, and professional services firms drowning in research and client admin.
A look at our real-world conversational AI work
Every figure below is real and shared with the customer's permission. Three of the five asked not to be named, so we describe them by niche instead.
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Sports E-learning
Athletes Ocean: one platform where athletes teach and coaches buy for their teams
2,036% Net sales growth YoY 0.7s Page load, from 16.7s View case study -
Kids' Coding
CodeKids: a headless kids' coding academy across every location
1 Family account, every location 100% Headless Next.js build View case study -
Eyecare Education
A national eyecare learning academy training ~48,000 professionals
~48,000 Professionals trained 3 Enterprise portals View case study