AI Workflow Automation
AI Workflow Automation for Agencies and Modern Teams
We help agencies and modern businesses automate repetitive reporting, onboarding, follow-up, and operational workflows — with practical AI systems designed to save time and protect margins.
Helping agencies and businesses worldwide automate time-consuming workflows.
Where Time Gets Lost
For most agencies, the biggest operational drain isn't client work — it's everything around it.
Pulling data from multiple platforms
Logging into Google Ads, Meta, LinkedIn, and other channels to pull numbers manually every reporting cycle.
Building recurring reports by hand
Copying and pasting data into decks and spreadsheets, reformatting the same layouts week after week.
Rewriting the same commentary
Starting with a blank page each month to write insights and summaries that follow familiar patterns every cycle.
Chasing internal reviews and approvals
Following up with team members for sign-off before reports and deliverables go out to clients.
Managing operations through scattered tools
Switching between disconnected platforms, duplicating data entry, and losing time to tool fragmentation.
Losing time to repetitive admin work
Status updates, client check-ins, invoice follow-ups, and onboarding tasks that consume bandwidth without adding strategic value.
A Better Way to Run Reporting and Operations
M. Lewis Technologies builds AI-powered workflow systems that sit on top of your existing tools and take the repetitive work off your team's plate.
- Pull data automatically from your existing platforms and data sources
- Organize it into structured reporting workflows — consistently, every cycle
- Draft client-ready insights and commentary using AI — not from scratch
- Reduce the repetitive manual work your team absorbs every week
- Keep your team in the loop for final review — the automation handles the heavy lifting
The Result
Your team does less grunt work. Your clients get better, more consistent outputs.
Less time on reporting
Consistent outputs
Protected margins
Flagship Niche
Built for Performance and Digital Agencies
Agency reporting is one of the most painful recurring workflows in the industry. It's high-volume, deadline-driven, repetitive, and almost entirely manual — yet it happens every single month for every single client.
We help agencies build automation systems that handle recurring reports, channel summaries, draft commentary, QA support, client-ready outputs, and operational coordination — without replacing the tools or the people already in place.
See the Full Agency SolutionWhat agencies gain when reporting is automated
- Reduce reporting prep time — spend hours instead of days building recurring client reports
- Standardize recurring reporting workflows — consistent structure, format, and quality across every client account
- Cut down manual copy/paste work — no more pulling numbers from five platforms into one deck
- Free up strategist and account manager time — redirect senior hours toward strategy and client relationships
- Protect margins by reducing non-billable reporting labor — keep your team's time on work that drives revenue
What We Automate
Practical automation systems built around the workflows your team deals with every day.
AI Reporting Automation
Automates the data pulling, structuring, commentary drafting, and output preparation that goes into recurring client reports.
Who it helps: Performance agencies, paid media teams, and any team delivering recurring reports to clients.
Workflow Automation for Agency Operations
Connects your internal tools and automates recurring operational tasks — from team notifications to approval routing to status tracking.
Who it helps: Agency ops teams and account managers managing multiple client workflows simultaneously.
Client Onboarding and Follow-Up Automation
Automates the structured communication, intake, and handoff steps that happen every time a new client is brought on or a project moves to the next phase.
Who it helps: Service businesses and agencies that onboard multiple clients per month and need consistency.
Admin, Invoicing, and Status Automation
Handles recurring admin: invoice follow-ups, status update communications, internal check-ins, and the routine tasks that eat into team time without delivering strategic value.
Who it helps: Operations-heavy teams and businesses with recurring billing and client communication workflows.
How We Work
We sit on top of your existing tools and automate the repetitive work — without forcing a complete software replacement.
Audit Your Workflow
We review your current reporting and operational workflows to identify what's manual, repetitive, and automatable without disrupting what's already working.
Build Your Automation System
We design and build a focused automation system connected to your existing data sources and tools — not a replacement stack.
Launch and Refine
We run the system inside your real operating environment, measure results, and refine until the output meets your standard.
Support and Improve
We maintain and evolve the system over time. As your workflow changes, the automation adapts. Your team stays focused on higher-value work.
How We Start
Start with a Focused Pilot
We don't ask you to overhaul everything on day one. We start with a fixed-scope pilot focused on one or two client accounts and one core reporting or operational workflow.
The pilot runs inside your real operating environment for 30 to 60 days. You see exactly how the automation performs — before you decide whether to expand. No guesswork. No long slide decks about what we might build. Actual results inside your actual process.
Fixed Scope
The pilot covers 1–2 accounts and 1 core workflow. Clear boundaries, clear deliverables.
Real Environment
We build and test inside your actual tools and workflows — not a sandbox demo.
Expand When Ready
After the pilot, you decide whether to scale to more accounts and workflows.
Simple, Ongoing Pricing
A paid pilot to start. Month-to-month support after that. Pricing scales with complexity.
Phase 1
Pilot Implementation
A focused, fixed-scope implementation covering 1–2 workflows in your real operating environment. Priced based on complexity, number of platforms connected, and workflow depth.
- Workflow audit and scoping
- Automation system build
- Integration with existing tools
- 30–60 day pilot in your environment
- Launch support and refinement
Phase 2
Monthly Automation Management
Ongoing management, maintenance, and refinement of your automation systems. Scales upward based on the number of workflows, client accounts, and platforms managed.
- Ongoing system monitoring and maintenance
- Continuous refinement and optimization
- Workflow expansion as needed
- Monthly performance review
- Cancel with 30 days' notice
Final pricing depends on the scope, number of workflows, platforms connected, and client accounts covered. Book a call for a custom quote.
Low Risk. No Long-Term Lock-In.
We reduce risk through clear scope, a paid pilot engagement, and an easy-cancel monthly agreement — not by offering to work for free.
Clear Pilot Scope
You know exactly what gets built, what it covers, and what success looks like before we start.
Month-to-Month After Pilot
No multi-month or annual lock-in. If the monthly arrangement isn't delivering, cancel with 30 days' notice.
Expand on Your Terms
Move to broader automation only when you've seen it work inside your own environment. Not before.
Who We Work With
Agencies are our primary focus. We also work with firms and teams that have recurring operational workflows worth automating.
Performance Marketing Agencies
Our flagship niche
Digital Marketing Agencies
Full-service and specialist
Paid Media Teams
In-house and agency-side
Service Businesses with Recurring Workflows
Any industry with operational repetition
Reporting-Heavy Firms
Accounting, consulting, analytics
Growing Organizations
Scaling ops without scaling headcount
Frequently Asked Questions
Common questions about AI workflow automation for agencies and businesses.
Ready to Automate Your Reporting and Operational Workflows?
Book a free strategy call. We'll review your current workflows, identify what's automatable, and outline what a focused pilot would look like for your team.
Or Fill Out a Quick Intake Form
Tell us about your current workflows and we'll come prepared.