
AI Automation Agency
AI automation that reaches production — and stays there.
Most AI never makes it past the demo. We're the AI automation agency that builds the agents, workflows, and custom systems your business actually runs on — engineered, governed, and accountable from day one.
There are two kinds of AI work: the kind that lights up a slide deck and quietly dies three months later, and the kind that processes your invoices every night, answers customers at 2 a.m., and routes leads before a human sees them — reliably, for years. We build the second kind.
HERO · AI OPS DASHBOARD · BLANK SCREEN (composite later) · 16:93 agents liveresolving in production
1,240 tasksautomated today
GovernanceMonitored
01 — Orientation
What an AI automation agency actually does — and what we build
An AI automation agency designs and runs intelligent systems that take repetitive, judgment-light work off your team and execute it automatically — accurately, at scale, around the clock. Where a traditional agency sells hours, we deliver outcomes.
The category trips people up because three different things share the name — and you don't need all three. Use the decoder to see which one each problem actually calls for. Our first job is to tell you that honestly, then build exactly that — we don't oversell agents where a simple automation is safer.
Every automation sits somewhere on a spectrum from deterministic to autonomous. The right choice depends on the task, not the hype.
Deterministic · rule-basedAutonomous · goal-driven
Typical error rateNear-zero
AutonomyFixed rules
Human oversightBy exception
Workflow Automation
Deterministic, rule-based pipelines: a new order triggers an invoice; an invoice triggers a reminder. There's no guessing — every step is defined, so the error rate is near-zero. It's the workhorse for high-volume, well-defined tasks.
Explore Workflow AutomationUse it when
The task is high-volume and the rules never really change — and you want it to be effectively perfect.
Example: sync new orders to your accounting tool and send the invoice — automatically, every time.
AI Automation
The same dependable workflows, but with AI handling the messy steps a rigid rule can't: reading a document, classifying an email, drafting a reply, extracting data from a PDF. You keep the reliability of automation and add judgment exactly where it's needed.
Explore AI Development & IntegrationUse it when
A step needs to read, classify, or draft something that doesn't fit neat rules — but the overall path is still defined.
Example: read an incoming invoice PDF, pull the line items, and post them — no manual data entry.
AI Agents
Autonomous systems that decide what to do and in what order, acting through your own tools to reach a goal — qualify a lead, resolve a ticket, reconcile an account end-to-end. The most capable option, run with human-in-the-loop guardrails so autonomy never means unaccountable.
Explore AI Agents & ChatbotsUse it when
The system must decide the steps, not just follow them — across several tools, toward an outcome.
Example: a support agent reads a ticket, checks the order, issues the refund, and replies — escalating edge cases to a human.
Most businesses need a precise blend of all three.Not sure which you need? Start with a free audit
The 2026 reality
Why most AI fails — and how we make sure yours doesn't
Capability isn't the problem anymore — operationalizing it is. Across the market, the majority of AI pilots never reach production, and only a minority of organizations report meaningful ROI from generative AI or agents.*
They don't fail because the model is weak. They fail on the unglamorous parts: messy data, brittle integrations, no monitoring, no governance, and no one accountable after launch. That's exactly where we're built to win.
Done right, leading 2026 deployments report a median ROI of ~171% with payback inside 7–9 months.*
From pilot to productionwhere AI projects leak
AI pilots started 100%
The gap — what kills them
- Messy, ungrounded data
- Brittle integrations
- No monitoring or drift control
- No accountable owner after launch
Reach production ~10–30%*
Proportions are illustrative; the pilot-to-production failure rate * is cited at roughly 70–90% across 2026 analyses.
Four things separate AI that ships from AI that stalls — we engineer for all four
Grounded in real data
We fix the data and integration plumbing first, and ground agents on your own knowledge with retrieval-augmented generation (RAG) — so the system answers from your real workflows, not a clean demo set.
Governed and monitored
Every deployment ships with audit trails, human-in-the-loop controls, and drift monitoring — so the system doesn't quietly degrade after go-live.
Accountable ownership
One partner owns go-live and the months after it. We don't license tooling and walk away — the dedicated AI team stays responsible for the outcome.
Measured against ROI
We define the success metric before we build and report against it — time saved, cost reduced, cycle time cut, revenue recovered. And when a task needs real autonomy, we orchestrate specialized agents (with frameworks like LangGraph and CrewAI) connected to your live systems through open standards like the Model Context Protocol (MCP).
02 — Services
Our AI automation capabilities
One accountable partner, a dedicated specialist team for each capability. Explore the service built for your problem — each page goes deep on process, timelines, and proof.
- 01Workflow AutomationAutomate the repetitive work that drains your teamReliable, end-to-end automation across your tools — invoices, reminders, data sync, approvals — so high-volume tasks run themselves with near-zero error. Best for: repetitive, high-volume work
- 02AI Agents & ChatbotsAutonomous agents that resolve, not just respondCustom agents and chatbots that handle support, qualify leads, and complete multi-step tasks across your systems — with human-in-the-loop guardrails. Best for: support, sales & multi-step tasks
- 03AI Development & IntegrationConnect AI to the systems you already runWe integrate AI into your CRM, ERP, and stack so intelligence flows where the work happens — no rip-and-replace. Best for: connecting AI to your stack
- 04Custom CRM / ERP / SaaSSoftware built around your process, with AI insideBespoke CRM, ERP, and SaaS platforms engineered for your operation, with automation and intelligence built in from the start. Best for: software built around you
- 05AI Consulting & StrategyA clear, ROI-led AI roadmap before you buildExpert consulting to identify where AI pays back, define the strategy, and de-risk the path from pilot to production. Best for: a roadmap before you build
- 06AI CreativeGenerate video and creative at scaleAI-assisted video and creative production that lets brands produce more, faster — without losing the human polish. Best for: more creative, faster
- 07Data Science & MLTurn your data into forecasts and decisionsMachine-learning models for forecasting, classification, anomaly detection, and decision support — grounded in your data. Best for: forecasts & decisions from data
03 — Two ways in
Rescuing what stalled, or building from zero — we're experts at both
Every buyer is one of two people, and AI automation should meet both. It's one expertise expressed two ways — never a separate service line.
You already tried AI — and it stalled
Rescue & re-automate
A pilot that never launched, a chatbot that frustrates customers, RPA scripts that break every time a vendor changes a form, manual processes patched together with spreadsheets. We are experts in re-engineering what exists.
- We audit the failed or fragile system and find why it stalled
- Then rebuild it to run in production — grounded, governed, monitored
- A graveyard of half-finished automations is our home turf
You're starting from zero
Build from the ground up
No automation yet — just hours disappearing into repetitive work. We map your workflows, find the highest-ROI starting points, and build new systems from scratch.
- We map your workflows and quantify where time is being lost
- We start with the single highest-ROI workflow, so value shows early
- Same dedicated team, same governance, same accountability
Same dedicated AI team, same governance, same accountability — whichever door you came through. Bring us your stalled project or a blank page →
04 — How we work
Audit → scope → build → run
A real partner insists on a readiness audit before a build — so you commit to a roadmap with a clear ROI estimate, not a vague quote.
1
AI Readiness Audit
We analyze your workflows and data, identify the 3–5 highest-friction, highest-cost tasks, and produce a roadmap with a clear ROI estimate for each — before you commit.
You get: a prioritized roadmap2
Scoping
We agree the success metric, the human-in-the-loop boundaries, the integrations, and the governance model up front. No vague quotes.
You get: a fixed price & metric3
Design & Build
Your dedicated AI team builds on production-grade foundations — grounded in your data, integrated with your CRM/ERP and tools, tested against real edge cases, not a demo.
You get: a production system4
Launch & Support
We ship to production, then monitor for drift, maintain integrations, and tune performance as your business changes — because AI isn't set-and-forget.
You get: ongoing accountability We sequence the highest-ROI workflow first, so you see value early — a focused audit typically takes 2–4 weeks.*Step one is free
05 — By the numbers
What production-scale AI returns
The difference between a strong number and a dead pilot is execution discipline — that's the whole job. The figures below are third-party 2026 industry findings, shown as context.*
0%*
Median ROI reported on production AI deployments*
7–9 mo*
Typical payback window when AI reaches production*
~0%*
Of enterprise apps expected to include task-specific agents by end-2026 (Gartner)*
70–90%*
Of AI pilots that stall before production without the four gates above*
Figures marked * are representative third-party industry findings (2026), pending owner verification or replacement with 10Turtle's own measured outcomes. We define and report your ROI metric per project.
06 — Industries
Built for how your industry actually works
The right automation for an e-commerce brand isn't the right automation for a clinic or a SaaS team — the data, the rules, and the compliance stakes differ. We bring vertical judgment so you buy fewer wrong assumptions.
E-commerce & RetailSaaS & TechHealthcareProfessional ServicesReal EstateRestaurants & HospitalityAll industries
Plus finance ops and more. See all industries we build for →
One accountable roof
AI is sharper when it's built next to your website and brand
AI automation rarely lives alone. The lead the agent qualifies arrives on a website; the email it drafts carries your brand voice; the dashboard your team reads has to be designed.
Because 10Turtle also runs dedicated Web and Branding teams under the same roof, your AI plugs into work that's already coherent — no hand-offs between three vendors who blame each other when something breaks. One accountable partner, a dedicated expert team for each capability. No outsourcing, no white-label markup.
AI automation layeragents · workflows · models
Websitebuilt by the Web team
Brand voicefrom the Branding team
Dashboarddesigned by UX
One contract. One point of accountability.
12,
Automation we've shipped
Real builds, tagged and pulled from our portfolio. Filter by the kind of automation you care about.
08 — In their words
What clients say
Representative client voices across our AI automation work.
Our last vendor handed us a chatbot and a login. 10Turtle handed us a system that actually resolves tickets — and they still own it. That's the difference.
1:1Marcus BennettVP Operations, Northwind Logistics Workflow + AgentsThey told us where AI made sense and where it didn't — then shipped to production in weeks, with monitoring. No theatre, just a thing that works.
1:1Danielle CarterHead of Support, Brightline SaaS Agents + Integration
VIDEO POSTER · BLANK · 16:10Sofia AlvarezDirector of Digital, Meridian Group · video testimonial placeholder
“We follow the principles of GDPR, CCPA, and are ISO standards certified to ensure security, privacy, and compliance across all operations.”
Platforms we build on
Peer partnerships across the platforms we build on
WordPressWooCommerceShopifyWebflowWix
We build on Anthropic’s models as a partner, not a dependency — never under or through Anthropic.
Governed to enterprise standard
Autonomous systems get autonomous-grade governance
Audit trails, least-privilege access, human-in-the-loop controls, and drift monitoring on every deployment — aligned to the NIST AI RMF and EU AI Act. We build the governance in from day one.
$0k*
added to the average breach by unsanctioned "shadow AI" — one of the costliest breach factors*
0%*
of breached organizations still have no AI governance policy*
Breach figures * are from IBM's 2025 Cost of a Data Breach report, pending owner verification.
ISO 27001 *ISO/IEC 42001 *SOC 2 Type II *NIST AI RMF *EU AI Act *GDPR · CCPAWCAG 2.1–2.2 AAPCI DSS *
Standards marked * are pending verification of active certification or formal conformance. See our Trust & Security page →
Answered
AI automation, answered
An AI automation agency designs, builds, integrates, and operates intelligent systems that perform repetitive or judgment-light business tasks automatically — such as processing documents, answering customers, routing leads, or reconciling data. Unlike a software platform you license, an agency like 10Turtle owns the build and the outcome, including the integration, governance, and ongoing operation.
It depends on the task. Use deterministic workflow automation for high-volume, well-defined steps (near-zero error). Use AI automation when a step needs to read, classify, or draft something. Use autonomous AI agents when the system must decide what to do and in what order. Most businesses use a blend; 10Turtle recommends the safest, most reliable option for each task rather than over-engineering.
In 2026, a typical AI readiness audit runs about $5,000–$15,000, small pilot automations roughly $5,000–$15,000, mid-market integrated systems around $20,000–$100,000, and enterprise deployments $250,000+, with ongoing support retainers commonly $2,000–$15,000/month for monitoring, maintenance, and optimization * (representative 2026 industry pricing, pending verification). 10Turtle scopes a fixed price after the audit, tied to a defined ROI metric.
Most AI pilots fail to reach production not because the model is weak, but because of messy data, brittle integrations, no monitoring, and no accountable owner after launch * (a 70–90% pilot-to-production failure rate is cited across 2026 analyses). 10Turtle engineers for production from day one — fixing data and integrations first, shipping with governance and drift monitoring, and owning the system after go-live.
A focused audit typically takes 2–4 weeks. Many production automations now ship in roughly 6–10 weeks, depending on data readiness, integration complexity, and how many edge cases need handling * (representative 2026 timelines). We sequence the highest-ROI workflow first so you see value early.
Yes — security and governance are built in, not bolted on. Every deployment uses least-privilege access, audit trails, human-in-the-loop controls, and monitoring, aligned to enterprise frameworks including ISO 27001, ISO/IEC 42001, the NIST AI RMF, and the EU AI Act * (alignment pending verification). We design systems to keep your data governed and your AI accountable.
Both. We are experts in re-engineering and re-automating systems that stalled or break — auditing why they failed and rebuilding them for production — as well as building entirely new systems from scratch. The same dedicated AI team handles both paths.
We build on the leading models and platforms as partners — including Anthropic's Claude as a partner, not a dependency — and orchestrate across the automation tools you already use, such as n8n, Zapier, Make, UiPath, and Salesforce Agentforce. Systems are engineered to stay portable so you're never locked to a single model or vendor.
10Turtle runs dedicated Web, Branding, and AI teams under one accountable roof. Your AI automation can plug directly into websites and brand systems we also build — one partner, specialist teams, no vendor finger-pointing.
Free AI audit
Find out what AI can do for your business in 30 minutes — free.
No commitment, no jargon. We'll review one real workflow, show you where AI pays back fastest, and give you a roadmap you can act on — with us or without us.
Specific, prioritised findings · a clear plan · no obligation to hire us afterwards.




