Agency Ops Automation MVP

Agency Ops Automation MVP

How a digital agency automated reporting, handoffs, and approvals with an AI-powered ops automation MVP.

Agency Operations
Agencies, Consultancies, Ops and delivery leaders
$20k–$35k
Agencies & Services
Industry
AI MVP
App Type
3–4 weeks
Timeline
Web
Platforms

Project Overview

1

What We Built

  • A web-based ops automation MVP that pulls from Jira/Asana, time tracking, and docs to produce client-ready updates and orchestrate internal handoffs.
  • High-value staff were spending nights compiling updates and chasing approvals instead of focusing on strategy and delivery.
  • Ideal for: Agencies tired of manual reporting and coordination, Consultancies wanting more leverage from existing tools, Ops teams building automation layers on top of PM systems
2

The Challenge

  • Agencies stitch together multiple tools but still rely on spreadsheets, email threads, and manual work to manage delivery and communication.
  • Manual weekly and monthly reporting
  • Messy handoffs between sales, delivery, and success
  • Lack of visibility into project health until it’s too late
3

Our Solution

  • Start with a small set of high-value automations (report generation and handoff checklists) tightly integrated with the agency’s existing stack.
  • Focus first on reporting for retainers and fixed-fee projects
  • Encode checklists for handoffs (sales → delivery → success)
  • Use AI to draft narratives and emails that humans can quickly review and send
4

Results & Impact

  • The agency reduced manual reporting time by hours per account per month and tightened handoffs, leading to fewer surprises and higher client satisfaction.
  • Proves ROI of an ops automation layer
  • Creates a repeatable template for similar agencies
  • Builds a strong case for a productized service or SaaS spin-out

Key Features & Scalability

Essential features and scalability measures that make this MVP powerful, user-friendly, and ready to grow.

Learn More

How We Built It

Our step-by-step development process from concept to deployment, ensuring quality and efficiency at every stage.

01

Workflow Discovery

Mapped existing reporting and handoff flows across the agency.

02

Automation & Template Design

Defined how templates, triggers, and AI content should work together.

03

Integration & Pilot

Integrated with one PM tool and one time tracker, then piloted with a subset of accounts.

04

Design System

Professional visuals that match agency brands when white-labeled.

05

Wireframes

Ops-friendly dashboards with clear lists of automations and outputs.

06

Handoff Process

Tight feedback loop with operations and account managers.

Core Product Modules

1

User App

  • Client Reporting Hub

    Configure and generate project status reports with metrics, milestones, and AI-generated narratives.

  • Handoff Workflows

    Automated checklists and tasks when projects move between teams or phases.

2

Admin Panel

  • Workflow & Template Config

    Set up automation templates per client type, project model, or service line.

  • Integration Management

    Connect and monitor Jira/Asana, time tracking, and doc tools.

Technology Stack

We use modern tools to build AI apps that grow with you. We pick the best tools for each project, like React, Next.js, Python, and Go.

nextjs
nextjs
Learn more about nextjs technology
react
react
Learn more about react technology
nodejs
nodejs
Learn more about nodejs technology
postgres
postgres
Learn more about postgres technology

Performance & Security

Built with enterprise-grade optimization and security measures to ensure fast, reliable, and secure operation.

Frontend Performance

Incremental loading of projects and reports, Optimistic updates for template edits

Frontend Performance

Backend Performance

Batch syncs with project tools, Queued AI generation jobs

Backend Performance

Database Performance

Indexes on clients, projects, and statuses, Retention policies for logs

Database Performance

Authentication

Org-level workspaces with fine-grained role permissions.

Authentication

Data Protection

Encrypted storage for client and project data, Careful scoping of integration tokens and secrets

Data Protection

Security Best Practices

Separation of client data between workspaces, Audit logs for all automation runs and outputs

Security Best Practices

Project Timeline

1

Week 1 – Workflow & Design

1 week

  • automation backlog
  • UX flows
  • integration plan
2

Week 2–3 – Build & Integrate

2 weeks

  • reporting hub
  • handoff workflows
  • tool connections
3

Week 4 – Pilot & Iteration

1 week

  • pilot rollout
  • report templates
  • refined workflows

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