RoboRingo
<500ms
Voice Latency
45%
Higher FCR
10k+
Concurrent Calls
4 Months
Time to Market
AI & Automation · AI Agents
Custom AI Agent Development Company
MetaDesign Solutions is an AI agent development company building custom AI agents and multi-agent systems for enterprise workflows. Our AI agent development services take you from a pre-built agent library to fully custom agentic AI systems that connect to your CRM, ERP, and internal tools. Whether you need one document-processing agent or a multi-agent system coordinating sales, support, and operations, our AI agent development solutions are built to fit your stack.
Custom AI agent development
Agent library customisation & deployment
Multi-Agent System (MAS) development
Business workflow automation
Document processing agents
Human-in-the-loop escalation
Agent monitoring & observability
Voice & conversational agents
50+
AI agents in our library
Pre-built, production-tested agents ready for customisation.
70%
Avg. cost reduction
Customers report 70% lower operational costs after agent deployment.
24/7
Always-on automation
Agents work around the clock — no shifts, no breaks, no downtime.
<4 wk
Time to first agent
From kickoff to production — customised or freshly built.
Why MetaDesign
Our AI Agent Development Services: 50+ Agents Built, Yours Is Next
A library of production-tested agents plus the team to customise or build fresh.
01
Pre-Built Agent Library
Our library of 50+ production-tested AI agents covers workflow automation, recruitment, document processing, customer service, and more — ready to customise and deploy in weeks, not months.
02
Multi-Agent Orchestration
Complex workflows need more than one agent. Our custom AI agent development solutions architect systems where specialised agents collaborate — planner, executor, validator — each with defined roles, shared memory, and intelligent fallback strategies.
03
Tool-Use & Real Actions
Our agents don't just generate text. They call APIs, query databases, update CRMs, trigger workflows, process payments, and write files — real autonomous actions, not summaries.
Agentic AI
From rule-based automation to agentic AI.
Traditional automation follows a script. Agentic AI reasons about a goal and adapts when reality changes.
Traditional automation does exactly what you coded, and it breaks the moment reality changes. Agentic AI works differently. An agent reasons about a goal, decides which steps to take, calls the tools it needs, checks its own output, and adapts when the situation shifts.
Our agentic AI development services build systems that plan, act, and verify on their own, inside guardrails you set. That means an agent that reads an incoming claim, pulls the policy, checks it against your rules, and drafts a decision, instead of a bot that just routes a ticket.
We build agentic AI for enterprises that have outgrown rule-based automation and RPA but want control, auditability, and a clear line back to business outcomes. Every agent ships with logging, human-in-the-loop checkpoints where they matter, and evaluation built in from day one.
Customer Service Agents
Resolve tickets end to end, not just deflect them. Read the request, pull context, take the action, and escalate only when they should.
Learn moreSales & Lead Gen Agents
Qualify inbound leads, enrich records, draft outreach, and keep your CRM clean around the clock, then hand warm leads to sales with full context.
Learn moreHR & Recruitment Agents
Screen applicants, schedule interviews, answer candidate questions, and move people through hiring. Less repetitive load on your recruiters.
Finance & Accounting Agents
Handle invoice processing, reconciliation, expense checks, and reporting. Match documents against records and keep an audit trail for every action.
Document Processing Agents
Extract, classify, and route information from contracts, forms, and unstructured documents. Turn a pile of PDFs into structured data your systems can use.
IT & Operations Agents
Triage alerts, run routine remediation, manage access requests, and keep operations moving. An alert becomes a fix, not just a notification.
Voice & Conversational Agents
Real-time voice and chat agents that hold a natural conversation and take actions mid-call. Built with Deepgram, ElevenLabs, and Twilio.
Multi-Agent Systems
A planner assigns the work, execution agents do it, and a validator checks the result before anything ships. Automate a whole process, not one task.
Learn moreCustom AI Agent Development
Multi-Agent Architecture
Our AI Agent Development Solutions connect specialized agents to your enterprise data and external tools, creating a fully autonomous workflow.
By Industry
AI agents for your industry.
Agents built for the workflows, systems, and compliance rules your sector actually runs on.
Healthcare
Agents for patient intake, prior authorisation, clinical documentation, and claims, built to work inside HIPAA and audit requirements.
Learn MoreIntegrations
AI agents that work inside your stack.
An agent is only useful if it can act. We handle AI agent CRM integration, ERP integration, and API integration so your agents read and write in the systems your team already uses.
- Pull a record, update a deal, file a ticket, trigger a workflow, and log every action inside your existing tools and permissions.
- Modern cloud stack or older systems that need custom connectors, we build the integration layer either way.
- Agents take real actions, not just return answers.
Salesforce
HubSpot
SAP
Microsoft Dynamics
ServiceNow
Slack
Twilio
REST & GraphQL APIs
Internal databases
Teams shipping with MetaDesign
Selected work
Case studies.
ForceHQ
10,000+
Hours Saved
100%
Automated Recording
15+
Disciplines Supported
<500ms
Interaction Latency
Workflow Automation
Our agentic workflow automation handles repetitive business processes end-to-end — from data entry and invoice processing to employee onboarding and compliance checks.
Document Processing
Extract, validate, and route data from invoices, contracts, forms, and emails — eliminating manual data entry and reducing processing errors to near zero.
Recruitment & HR Agents
Agents that screen resumes, rank candidates, schedule interviews, send follow-ups, and manage onboarding workflows — reducing hiring cycles by 60%.
Customer Service Agents
Autonomous AI agents for enterprise support that resolve tickets, answer queries from your knowledge base, escalate complex issues, and take action in your CRM — 24/7, without wait times.
Sales & Lead Agents
Agents that qualify leads, send personalised follow-ups, update your CRM, and book meetings — keeping your pipeline moving even when your sales team is offline.
Voice & Conversational
Voice bots and chatbots are one type of AI agent — we build them for call handling, lead qualification, and support as part of broader automation workflows.
Our approach
AI Agents: Our Proven Process
Predictable delivery. No black-box sprints.
01
Discover
We audit your workflows to identify the highest-impact automation opportunities — where agents will save the most time, cost, and manual effort.
02
Select or Design
Pick an agent from our pre-built library and customise it, or we design a fresh agent architecture tailored to your specific business rules and integrations.
03
Build & Integrate
We develop the agent with tool-use capabilities — API calls, database access, CRM updates, workflow triggers — and integrate it into your existing systems.
04
Test & Harden
Adversarial testing, edge-case validation, and human-in-the-loop verification. We ensure the agent handles real-world scenarios before it touches production.
05
Deploy & Optimise
Production deployment with monitoring dashboards, cost tracking, and continuous optimisation. We tune performance and expand agent capabilities over time.
Get Started
AI agent consulting and readiness.
Not sure where an agent fits, or whether it should be build, buy, or both? Our AI agent consulting starts before any code. We map your workflows, find the highest-value automation targets, size the effort and the return, and give you a plan you can defend. Not a sales pitch.
Customer value
Why enterprises trust us with their AI.
Real outcomes our clients report within the first engagement cycle.
Operational Efficiency
Agents handle repetitive tasks around the clock — data entry, ticket routing, follow-ups, and scheduling — freeing your team to focus on high-value work.
Reduced Costs
Customers report 50–70% lower operational costs after deploying AI agents. Fewer manual steps, fewer errors, fewer people needed for repetitive work.
Better Customer Experience
AI agents respond instantly — 24/7 support, zero wait times, consistent quality. Whether resolving tickets, processing documents, or routing requests, agents deliver faster outcomes.
End-to-End Automation
Agents don't just answer questions — they take action. They call APIs, update databases, trigger workflows, and close the loop without human intervention.
Scale Without Hiring
Handle 10× the volume without adding headcount. Agents scale elastically — whether you process 100 or 100,000 tasks per day, the system adapts.
Continuous Improvement
Every agent interaction generates data. We use it to refine accuracy, reduce costs, and expand automation coverage — your agents get smarter over time.
Technology
Tools our ai agents developers ship with.
We use what works. No vendor lock-in.
LangChainLangGraphCrewAIAutoGenSemantic KernelOpenAIClaudeGeminiMistralOllamaPineconeWeaviateChromaDBpgvectorFAISSPythonFastAPIRedisPostgreSQLn8nTwilioDeepgramElevenLabsSlack SDKZapier
By the numbers
400+
Engineers worldwide
200+
Active clients
20yr
Pure-play software
94%
Client retention
Engagement models
Three ways to work with our AI Agents team.
Scale up, scale down — zero procurement headaches.
Fixed-scope project
Start-to-finish delivery with total cost, timeline, and scope agreed upfront. Best for well-defined builds and launches.
BEST FORNew product launches
Dedicated team
A ring-fenced squad — PM, tech lead, engineers, QA — fully managed by us, embedded in your workflow.
BEST FORLong-running platforms
Staff augmentation
Plug senior engineers into your existing team and tools. You manage priorities, we deliver results.
BEST FORCapacity gaps & sprints
FAQ
Asked first, every time.
Don't see yours here? Send us the question — a principal engineer will reply within 24 hours.
We have built 50+ production-tested AI agents covering common business workflows — customer service, recruitment screening, document processing, lead qualification, voice support, and more. You pick the agent closest to your need, and we customise it with your data, integrations, and business rules. This cuts development time by 60–70% compared to building from scratch.
Absolutely. Our custom LLM development services cover everything from ground-up agent design to production deployment — tailored to your business rules, systems, and data. Whether it’s a multi-agent orchestration, a voice agent, or a niche workflow automation, we build it production-ready.
AI agents automate any structured, repetitive, or knowledge-intensive workflow: document processing, invoice handling, recruitment screening, customer support, lead qualification, compliance checks, data extraction, report generation, and more. Voice bots and chatbots are one type of agent — but agents also work behind the scenes without any user-facing interface, processing data and triggering actions autonomously.
Multi-layered safety: validator agents check every output, confidence thresholds trigger human review, and explicit approval gates protect high-impact actions. Financial transactions and data modifications require human-in-the-loop confirmation. Every action is logged for audit.
Yes. We build integrations so agents can create Jira tickets, update Salesforce records, send Slack notifications, make phone calls via Twilio, process payments, and interact with virtually any system with an API. Agents work within your existing processes, not alongside them.
Library agents customised for your workflow typically cost 60–70% less than building from scratch. Ongoing costs depend on usage volume — we implement token budgets, intelligent model routing, and caching to keep operating costs predictable. Most clients achieve ROI within the first 8 weeks.
Yes. We deploy agent systems using open-source models (Ollama, vLLM, Llama) on your infrastructure — ensuring full data sovereignty with zero data leaving your network. This is common in healthcare, finance, and government deployments.
Library customisation: 2–4 weeks. Custom agent development: 6–10 weeks. Multi-agent orchestrations: 8–12 weeks. We deliver a working proof-of-concept within the first 2 weeks so you can validate the approach before committing to full build.
Multi-agent orchestration is when multiple specialised AI agents collaborate to complete complex tasks — one agent plans, another executes, a third validates. They share memory, pass context, and escalate to humans when needed. Think of it as a digital team where each member has a specific role.
When you hire AI agent developers from MDS, you get the highest ROI in industries with high-volume, repetitive workflows: financial services (claims processing, fraud detection), healthcare (patient triage, appointment scheduling), HR (recruitment, onboarding), customer service (ticket resolution, voice support), and operations (invoice processing, data entry). Any workflow involving classify-extract-route-act patterns is a strong candidate.
Talk to an AI Agent Solutions Architect
Tell us about your project. We'll come back with a plan, a timeline, and the right team — no obligations.