The AI automation agency that ships in months
An AI automation agency builds and runs the automation your team is doing by hand, from customer service to reporting to document processing. We are the agency behind a 70 percent support cost reduction at Eona.ae and a 90 percent cut in reporting time at a 96-client marketing agency. Fixed price, your systems, your code.
Why Most Automation Projects Stall
The work is repetitive, the fixes usually are not:
Headcount Scales With Volume
Every new customer, order, or report means more manual work. Hiring linearly with volume eats the margin the growth was supposed to bring.
Off-the-Shelf Tools Stop Short
Generic automation tools handle the easy 30 percent and break on your real workflows, the ones with exceptions, edge cases, and judgment calls.
Automation That Ignores Your Systems
A bot that cannot read your order system or write to your CRM just creates a new manual step, copying data in and out.
Agencies That Take a Year to Deliver
Twelve-month automation programs burn budget on discovery and slides. The process you wanted automated is still manual at month nine.
What We Automate as an AI Automation Agency
Four automation patterns we have shipped to production:
Customer Service Automation
WhatsApp, Chat, and Email
- AI chat automation that resolves order, delivery, and account queries
- Smooth handoff to human agents with no dropped conversations
- Delivered: 70% of queries automated at Eona.ae, responses under 30 seconds
- 24/7 coverage without night shifts
Reporting and Analytics Automation
Hours of Assembly Into Minutes
- Automated reporting across your platforms and data sources
- Anomaly detection that flags what changed and why
- Delivered: weekly reporting cut from 20 hours to 2 at a 96-client agency
- 98% data accuracy versus 80 to 85% for manual entry
Document and Back-Office Automation
Paperwork Without the Paper
- Document classification, extraction, and search over your archives
- Intake, approval, and compliance workflows automated end to end
- Built AI document management and search for enterprise archives
- Routes exceptions to people, automates the rest
Workflow Agents Across Systems
Automation With Judgment
- AI agents that read from and write to your CRM, ERP, and order systems
- Multi-step workflows that branch on real business rules
- Monitoring and alerting agents that watch so your team does not have to
- Built on the same agent stack as our security and intelligence platforms
THE EDGEFIRM DIFFERENCE
Unlike automation SaaS tools:
- • Built around your real workflows and exceptions
- • Reads and writes your actual systems
- • No per-seat or per-task pricing that scales against you
Unlike traditional agencies:
- • 3 to 4 month delivery, not 12
- • Fixed-price engagements
- • Engineers run the project, not account managers
Unlike DIY automation:
- • Human handoff engineered, not bolted on
- • Accuracy measured before launch
- • Maintained patterns from delivered projects
Built on Production-Grade Automation Infrastructure
Channels & Interfaces
- WhatsApp Business API
- Web chat & email
- Slack & Teams
- REST & webhook APIs
- Custom dashboards
AI & Agents
- GPT-4 & Claude
- LangChain & LangGraph
- Claude Agent SDK
- RAG over your documents
- Anomaly detection
Data & Integration
- PostgreSQL & MongoDB
- dbt
- ETL pipelines
- CRM / ERP connectors
- 15+ platform integrations delivered
Infrastructure
- Python & FastAPI
- Docker/Kubernetes
- AWS/GCP/Azure
- Audit logging
- Role-based access control
Automation We Have Shipped
Support Automation
70% Cost Reduction in 3 Months
Challenges
- • 200+ daily support tickets across orders and deliveries
- • 4-hour average response times
- • No after-hours coverage without night shifts
Our Solutions
- • Intelligent WhatsApp chatbot integrated with order and delivery systems
- • Real-time delivery updates pushed to customers
- • Smooth handoff to human agents for complex cases
Typical Results
- • 70% of queries automated
- • Response time under 30 seconds
- • 24/7 availability without 24/7 staff
Illustrative outcomes from comparable deployments. Actual results depend on your data, scope, and use case.
Eona.ae - UAE Delivery Company
"An AI-powered WhatsApp chatbot that cut support costs 70 percent in 3 months while improving response times and customer satisfaction."
Read Full Case StudyHow Our AI Automation Agency Works
Process Discovery
- Map the workflows that consume the most hours
- Measure current volumes, error rates, and handling times
- Identify what to automate first by payback, not by hype
- Define accuracy targets and human handoff rules
Deliverable: Automation roadmap with measured baselines and ROI model
Build the Core
- Build the automation against your real systems and data
- Implement exception handling and human escalation
- Test against historical cases, not happy-path demos
- Weekly demos so you see progress continuously
Deliverable: Working automation tested on real scenarios
Pilot on Live Volume
- Run a slice of real traffic through the automation
- Compare outcomes against the manual baseline
- Tune accuracy, tone, and escalation thresholds
- Add monitoring and quality dashboards
Deliverable: Pilot results measured against the baseline
Full Rollout
- Scale to full volume across channels and teams
- Train your team on dashboards and overrides
- Document everything and hand over the code
- 30 days of post-launch support
Deliverable: Full rollout plus 30 days support and complete code ownership
Transparent Pricing for AI Automation
Typical Investment Range
$50,000 - $125,000
Full project delivery in 3 to 4 months
Factors that affect pricing:
Process Complexity
Simple FAQ deflection versus multi-step workflows with exceptions
System Landscape
How many CRMs, ERPs, and platforms the automation must read and write
Volume and Channels
Daily volumes, languages, and how many channels you automate
Compliance Requirements
Audit trails, data residency, and approval controls
What's Included:
Common Questions About Hiring an AI Automation Agency
An AI automation agency identifies the repetitive work in your operation, builds AI systems that handle it, and integrates them with the tools you already run. For us that has meant customer service automation on WhatsApp, reporting automation across 15+ marketing platforms, document search over enterprise archives, and field operations platforms. The agency handles discovery, build, integration, and launch as one fixed-price engagement.
Software automates the workflows its vendor designed; an agency automates yours. Off-the-shelf tools usually cover the simple cases and stop at your exceptions, which is where the hours actually go. We build against your real systems and edge cases, and you own the code at the end, with no per-seat or per-task fees.
Measured outcomes from delivered projects: 70% of support queries automated with responses under 30 seconds at Eona.ae, weekly reporting cut from 20 hours to 2 with a 1,507% first-year ROI at a 96-client marketing agency, and a field operations platform serving 2.5 million-plus consumers delivered in 3 months.
Three to four months from kickoff to full rollout. Month one is discovery and baseline measurement, months two and three are build and live pilot, and rollout completes by month four. You see weekly demos throughout.
Our engagements run $50,000 to $125,000 fixed price, depending on process complexity, the systems involved, volumes, and compliance needs. We model the payback during discovery before you commit to the build; the reporting automation above paid for itself in 18 days.
Go Deeper:
Intelligent Process Automation
The engineering detail behind our automation builds, with accuracy benchmarks.
Learn MoreAI Agent Development
For automation that needs judgment, we build agents that plan and act across systems.
Learn MoreDecision Intelligence & Analytics
Automate the analysis and reporting layer on top of your operational data.
Learn MoreIndustry: AI for E-Commerce & Retail
How automation plays out in retail, from support to forecasting.
Learn MoreReady to Transform Your Business with AI Solutions?
Schedule a free strategy call to discuss your project and get a custom AI implementation roadmap.
Or email us directly at hello@edgefirm.io. We typically respond within 2 hours during business days.