AI Automation Agency
Managed Code is an AI automation agency. We automate time-consuming business processes—from intake and extraction to routing, approvals, and follow-up. Our agents work inside the systems your team already uses. Every workflow is tested, operates under human sign-off, and leaves a complete audit trail. We start by mapping one workflow, then automate what's worth automating.
The goal isn't to automate everything. It's to automate the right things, prove they work, and leave your team doing the parts that actually need a human.
PROOF — MANAGED CODE, ON ITSELF
We didn't learn this from a deck. We run it on our own company. Through 2026 we automated three of our own back-office functions with the same AI-and-integration approach we sell: Finance, SEO, and Content pipelines that absorb roughly the workload of two mid-market full-time hires, without two extra salaries on payroll. That's automation done right: more output from the same team, spent on the work that pays back.
CAPABILITIES
Requests, forms, emails, and documents arrive through a handful of channels and get retyped by hand. We capture them once, structure them, and start the process automatically.
Invoices, contracts, applications, and PDFs read and turned into clean, structured data, with confidence scores, so low-certainty items go to a person instead of quietly going wrong.
Every request sent to the right queue, team, or person based on your rules, not on whoever happens to see it first.
Approval steps that run themselves when they're routine and escalate when they're not, with the full trail of who approved what and when.
The follow-up nobody enjoys - reminders, status updates, second requests - happens on time, every time, automatically.
The weekly numbers pulled, assembled, and delivered automatically, so the report writes itself instead of eating a Friday afternoon.
HOW IT WORKS
We map one real process end to end: where it starts, where it stalls, and where a human decision actually matters. This tells us what's worth automating and what should stay manual. Business process automation services fail when they skip this and automate a broken process faster.
We build the automation with AI where judgment is needed and plain integrations where it isn't, with tests from the start. Every step has a fallback, and anything uncertain routes to a person.
We connect it to the systems you already use (CRM, ERP, ticketing, email, spreadsheets, internal APIs) so work moves between them without a human as the copy-paste layer.
We ship to production with logging and a full audit trail, then measure against real volume: time saved, error rate, throughput. You get the numbers, and we tune from there.
Tech stack
Automation only helps if it acts inside your real systems. We connect to CRMs, ERPs, ticketing and helpdesk tools, email and calendars, databases, spreadsheets, and internal or third-party APIs. We also handle the unglamorous parts that decide whether automation survives: retries, idempotency so nothing fires twice, rate limits, and clean error handling on .NET and Orleans.
Create powerful AI agents using .NET and Azure.
Cloud platform for deploying and scaling AI solutions.
State-of-the-art language models for conversation and content.
AI assistant focused on reasoning, safety, and long-context tasks.
Open-source LLMs optimized for speed and efficiency.
AI-powered assistance for coding, writing, and productivity.
AI-powered assistance for research, coding, and creativity.
Framework for building distributed, scalable applications.
Versatile language for robust, high-performance software.
Cross-platform framework for modern web apps and APIs.
Fast, event-driven runtime for scalable server-side apps.
Cloud platform for hosting, scaling, and securing applications.
Mature ecosystem for enterprise-grade applications.
Flexible NoSQL database for fast, scalable data handling
Progressive Node.js framework for efficient, scalable backends.
Flexible library for building fast, interactive UIs.
Lightweight framework for simple and scalable apps.
Robust solution for enterprise-grade web applications.
.NET-powered framework for rich client-side apps.
Build interactive web apps with C# and .NET.
Cross-platform framework for native mobile and desktop apps.
Native development for the world’s most used mobile OS.
Create fast, cross-platform apps with one codebase.
Native apps tailored for Apple’s ecosystem.
Build mobile apps with React for iOS and Android.
One codebase. Powered by C# and XAML.
Cloud platform for hosting, scaling, and securing applications.
Leading cloud provider with global infrastructure and services.
Orchestration system for scaling and managing containers.
Cloud services for data, AI, and global-scale applications.
Container platform for fast, portable, and consistent deployments.
Continuous integration and delivery pipelines for faster, safer releases.
Collaborative platform for UI/UX design and prototyping.
Core language for dynamic, interactive web apps.
Standard markup for modern, responsive websites.
Analytics and heatmaps to understand user behavior.
Version control system for efficient collaboration.
Styling language for flexible, adaptive web design.
Core platform for scalable design systems and interactive prototypes.
Tool for mapping user journeys, brainstorming, and wireframing.
Platforms for structured design documentation and collaboration.
Tools for usability testing, feedback collection, and design validation.
Quick answers to what comes up on every first call — about AI, speed, scope, and how we work.
Those are great until the logic gets real. When a process needs judgment, exceptions, compliance, or scale, you outgrow no-code glue. We build automation that handles the messy middle, and we'll tell you when a no-code tool is genuinely enough. See: custom AI automation vs off-the-shelf tools.
The one that's high-volume, rule-heavy, and low-joy. We map a few candidates and start with the one that pays back fastest. Intelligent automation consulting, in plain terms: pick the boring, repetitive, expensive one.
No. It removes the copy-paste and the chasing, so your team spends time on the work that needs a person. Most clients redeploy people rather than lose them.
It routes to a human. We design for the exceptions from the start: low-confidence items, unusual inputs, and anything risky get a person's eyes, not a silent guess.
We measure time saved, error rate, and throughput against a baseline we take before launch, and report on it. If it isn't paying back, you'll see that too.
First automation in production in weeks. We start narrow, prove it on real volume, then widen scope.
See our AI agent development: custom workflow, RAG, and decision agents, built by the same senior engineering team.
Start here
Tell us which workflow eats time, creates errors, or keeps landing back in a human review queue. We map the data, tools, risks, and escalation path before recommending anything.
