WebCraftio
WebCraftio
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EST. 2019 · DERBY, UK
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AUTONOMOUS AI AGENT ENGINEERING

AI Agent Development Company UK: Custom Autonomous Systems

We build bespoke AI agents and multi-agent workflows that connect to your live databases, automate complex multi-step tasks, and execute without manual babysitting.

Direct Summary

WebCraftio is a premier UK AI agent development company and digital product studio headquartered in Derby. We engineer production-ready autonomous AI agents, custom Model Context Protocol (MCP) servers, and intelligent multi-agent systems that connect with your CRMs, ERPs, and databases. Since 2019, we have delivered enterprise-grade AI software with fixed-price transparency and 48-hour proposal turnarounds.

LangGraph & Multi-Agent OrchestrationModel Context Protocol (MCP) IntegrationDeterministic Security GuardrailsFixed 48h Proposals
Schedule an AI Discovery Call⚡ 48h fixed proposal · No sales pressure
10-20h
Weekly Time Saved
Per operations team member
100%
Auditability & Logging
Full traceability on all actions
48h
Fixed Proposal Turnaround
Complete architecture blueprint
THE MANUAL BOTTLENECK

High-Salaried Teams Wasting Hours on Repetitive Cognitive Admin

Your specialists shouldn't be copy-pasting data between five different tools, drafting standard replies, and verifying spreadsheets manually.

Issue #1

Disjointed Systems That Don't Talk to Each Other

Your team spends 15+ hours weekly acting as human glue between CRMs, email inboxes, invoicing tools, and project management boards.

→ Cost: Severe operational drag, high payroll overhead, and human data entry errors
Issue #2

Simple Chatbots That Fail at Real Work

Off-the-shelf chatbots can only answer basic FAQs. They cannot pull customer records, check live inventory, update accounting software, or trigger multi-step actions.

→ Cost: Frustrated customers and zero reduction in staff workload
Issue #3

Security & Hallucination Risks with Raw LLMs

Letting employees use ungrounded public AI tools risks leaking private commercial data and generating fabricated numbers in critical reports.

→ Cost: Compliance liabilities and damaged client trust
AI AGENT CAPABILITIES

Intelligent Autonomous Agents Engineered for Your Exact Workflow

We build custom AI agents with secure database access, strict guardrails, and deterministic tool execution.

🧠Autonomous

Autonomous Task Execution Agents

Agents that receive complex business objectives, break down steps, query APIs, manipulate documents, and update internal databases autonomously.

Deliverables:
  • LangGraph stateful multi-agent workflows
  • Automated document parsing & data extraction
  • Cross-tool synchronization (CRM, ERP, Slack)
  • Human-in-the-loop approval triggers
🔌MCP Integration

Model Context Protocol (MCP) Servers

Secure bridge servers that expose your private company data, SQL databases, and custom APIs to AI assistants like Claude and internal models.

Deliverables:
  • Custom MCP server development & hosting
  • Conversational Slack / WhatsApp business brains
  • Granular role-based access control (RBAC)
  • Real-time transactional query endpoints
🎯Pipeline Growth

Intelligent Lead & Follow-Up Agents

AI agents that research inbound prospects, verify company data, draft bespoke multi-touch follow-ups, and auto-book qualified sales calls.

Deliverables:
  • Automated prospect enrichment & qualification
  • Context-aware multi-touch email sequences
  • Automatic reply detection & calendar sync
  • Zero missed leads across 24/7 cycles
AI CASE PROOF

How We Built SmartCFO: An Autonomous AI Financial Brain

SmartCFO is a full-stack AI financial platform engineered by WebCraftio, delivering 12 modules including an MCP-connected intelligence core.

Client: SmartCFO (Fintech SaaS)|Financial Technology|Autonomous AI Financial Brain & MCP Server
⏱ Build Duration: Single Coordinated Build

12 Integrated Modules with Conversational WhatsApp & Slack Access

WebCraftio engineered SmartCFO's self-learning AI financial agent. Operators query live cash flow projections, invoice statuses, and tax compliance directly through conversational Slack and WhatsApp interfaces via custom MCP connectors, saving 15+ hours of manual reporting every week.

12
Delivered Modules
15h/wk
Admin Time Saved
WhatsApp, Slack, MCP
Integrations
Transformation Comparison
Traditional Financial Operations
Hours spent manually reconciling spreadsheets and chasing overdue invoices across disconnected tools.
SmartCFO Autonomous AI
Automated anomaly detection, predictive cash flow modeling, and auto-triggered payment reminders.
Traditional Financial Operations
Complex desktop software requiring specialized accounting staff for simple queries.
SmartCFO Autonomous AI
Conversational mobile AI agent answering natural language queries instantly 24/7.
ENGINEERING ROADMAP

From Workflow Mapping to Autonomous Production in 4 Sprints

A structured, transparent engineering process with guaranteed milestone pricing.

01Day 1

Workflow Mapping & Architecture Audit

We map your operational bottlenecks, data sources, API endpoints, and define exact agent boundaries and success metrics.

0248 Hours

Fixed-Price Blueprint & Guardrails

Within 48 hours, you receive a detailed technical specification, security architecture, and fixed milestone pricing.

032-4 Weeks

Agent Development & MCP Integration

We engineer the agent logic, vector embeddings, tool integrations, and private staging test harness in 2-week sprints.

04Live

Production Deployment & Monitoring

We connect the agent to live production channels with comprehensive audit logging, latency tuning, and human oversight.

SPECIALIST UK SERVICES

Dedicated UK Service & Location Hubs

Explore our specialist capabilities and discover how our engineering team solves specific operational and growth bottlenecks.

Voice Calling

AI Voice Agents & Calling

24/7 inbound virtual receptionists (<600ms latency) and automated outbound appointment booking.

Explore Hub →
Workflow AI

AI Business Process Automation

Automated sales follow-up engines, document parsing, and seamless CRM/Xero synchronization.

Explore Hub →
Chatbots

Conversational AI & Chatbots

24/7 RAG-powered website chatbots, WhatsApp assistants, and customer support triage.

Explore Hub →
AI Search SEO

Generative Engine Optimisation (GEO)

Data-backed strategies to get cited in ChatGPT Search, Perplexity AI, and Google AI Overviews.

Explore Hub →
Web Engineering

Bespoke Web Design & Next.js

Ultra-fast custom web applications, SaaS platforms, and websites with 95+ Core Web Vitals.

Explore Hub →
Agency Reseller

White Label Web Development

Confidential Next.js development for UK marketing and design agencies under strict NDA.

Explore Hub →
Agency Reseller

White Label SEO Fulfillment

Technical SEO audits, high-authority UK editorial links, and unbranded reporting.

Explore Hub →
Derby HQ

Derby AI HQ

Our UK headquarters — local AI discovery workshops, voice receptionists, and custom software.

Explore Hub →
Manchester Hub

Manchester AI Hub

Inbound voice receptionists, RAG chatbots, and workflow automation across Greater Manchester.

Explore Hub →
Birmingham Hub

Birmingham AI Hub

Autonomous AI agents, sales follow-up engines, and CRM pipelines across the West Midlands.

Explore Hub →
Nottingham Hub

Nottingham AI Hub

Local AI automation, emergency call triage, and customer service chatbots across Nottinghamshire.

Explore Hub →
Leeds Hub

Leeds AI Hub

Document AI, outbound follow-up workflows, and custom AI software across Yorkshire.

Explore Hub →
London Hub

London AI Hub

Bespoke AI software engineering and enterprise multi-agent systems for London scaleups.

Explore Hub →
FREQUENTLY ASKED QUESTIONS

Clear Answers to Common Questions

Everything you need to know about our scope, timelines, pricing structure, and partnership terms.

A traditional chatbot only responds to direct user text with pre-programmed answers. An autonomous AI agent is an intelligent software system that receives high-level business goals, breaks them into sequential tasks, queries live internal databases via APIs or Model Context Protocol (MCP), executes actions across third-party tools, and verifies its own outputs with zero human supervision.
READY TO DEPLOY CUSTOM AI AGENTS?

Get a Fixed-Price AI Agent Proposal in 48 Hours

Tell us about the workflows you want to automate. Our senior AI engineers will map your architecture and deliver a fixed-price proposal.

Schedule an AI Architecture Call
No obligations or lock-in contractsDetailed scope & fixed milestone pricingDirect communication with senior engineers
SESSION TICKET30:00

Book your
30-minute
discovery
session

Tell us what you’re working on. We’ll tell you what’s possible straight, no fluff.

SALES & GENERALinfo@webcraftio.com
CALL USMon–Fri · 9–6
“We were live and our platform was struggling to support a spike of simultaneous users. They saved the day with a solid grip on architecture-level solutions.”
PMPatrick McGuireDirector, IT
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