Your team already uses AI.
Let's make it work for the whole agency.
We help agency leaders turn scattered prompts and shadow AI habits into a clear governance plan, production workflows, and results clients trust.
verified Free AI Readiness Assessment. 10 questions, about 5 minutes. You get a short report on where your agency stands with AI, and the first three things to fix.
Agency Operating System
Full inventory of team seats, token costs & workflow vulnerabilities.
One critical workflow live with multi-agent system and human sign-off.
Continuous prompt tuning, Purko observability & safe autonomy scaling.
Everyone has an AI license.
Nobody has a plan.
Your team is experimenting on their own. Some are building clever prompts. Others are guessing. You approved the subscriptions, but you can't measure the business return—and you can't scale what you can't see.
Shadow AI in Every Department
Personal ChatGPT Plus tabs, unsanctioned browser extensions, and random plugins are processing confidential client briefs without agency oversight or compliance standards.
Invisible Token & Subscription Bleed
Monthly subscriptions and pay-as-you-go API keys pile up across teams with zero attribution to client retainers, silently eating away at agency profit margins.
Hallucinations Without Guardrails
When raw model outputs go straight to clients without deterministic quality checks or human sign-off gates, a single hallucination can compromise a six-figure contract.
What You Get
Real outcomes with transparent pricing. Designed for agency CEOs who need reliable execution rather than endless slide decks.
AI Readiness Audit
Know where you stand.
A complete map of every AI tool, habit, and token cost in your agency, plus a ranked matrix of what to fix first.
- check_box Complete shadow AI & license inventory
- check_box Token spend & client cost leakage analysis
- check_box Ranked roadmap: Top 3 high-ROI workflows
- check_box Executive debrief for leadership team
Implementation Sprint
Fix one workflow, properly.
One real production workflow (like client reporting, content production, or pitch research) running with AI agents, verified with human sign-off.
- verified End-to-end multi-agent pipeline build
- verified Human-in-the-Loop review checkpoint dashboard
- verified Custom prompt architecture & deterministic guardrails
- verified Hands-on agency team training & documentation
Managed Retainer
Scale without headcount.
We monitor, tune, and expand your agent systems month by month—granting them autonomy only when reliability is mathematically proven.
- check_box Continuous agent & prompt optimization
- check_box Purko telemetry & live error observability
- check_box New agent capabilities added quarterly
- check_box Direct founder-level Slack support channel
We Train AI the Way You'd Train a New Hire
No big switch. No irresponsible black boxes. Trust is earned step by step under strict human-in-the-loop oversight, so you never hand over the keys too early.
Every workflow starts at Shu. Autonomous execution at Ri is only unlocked after 1,000+ flawless verifications.
Shu / Learn
The AI works under 100% human approval. Nothing reaches a client without a team member saying yes.
Ha / Practice
Agents handle routine, repetitive steps autonomously and instantly flag edge cases for human review.
Ri / Lead
It runs on its own within calibrated boundaries, because months of audit logs have proven it can.
Built by people who've sat in your seat
We're builders, designers, and systems architects who united around one conviction: AI should do more than generate cool demos. It must solve operational bottlenecks and safeguard client trust.
Enterprise AI Engineering
Years of deploying the production agent architectures and safety rails that high-volume organizations depend on daily.
Agency Product Design
Digital systems designed for global brands, transforming chaotic multi-step processes into clean workflows teams love using.
Commercial & Market Scale
Over two decades helping enterprises navigate European and Latin American markets, connecting tech to genuine revenue expansion.
"We don't define ourselves by our tool stacks or titles. We define ourselves by the operational challenges we choose to conquer."
Founding Agency Partners
We work directly with a select cohort of agency leadership teams each quarter. Founding partners get locked-in rates and direct access to our engineering team.
Our leadership team brings engineering and leadership experience from
Team leadership pedigree. Brands listed represent past organizational experience of partners.
Common Questions
We already use ChatGPT or Claude. Why do we need consulting?
ChatGPT and Claude tabs are individual consumer tools. They operate in disconnected silos, leak confidential prompt data, and leave no audit trail. We help you turn scattered tool habits into unified, repeatable agent systems that your entire agency can govern, scale, and charge clients for.
Do you replace our existing software or team?
No. We augment your current staff and integrate directly with the platforms you already rely on (Slack, HubSpot, Figma, OpenAI, Anthropic). We design human-in-the-loop controls so your domain experts stay firmly in command.
How quickly do we see tangible results?
The AI Readiness Audit is delivered in 1 to 2 weeks with immediate cost-saving recommendations. The Implementation Sprint brings your first production workflow live in 4 to 8 weeks, complete with safety guardrails and team training.
What does the AI Readiness Assessment cost?
The online assessment is 100% free. You receive a personalized 4-dimension benchmark report covering Strategy, Process, Tools, and Momentum, along with your top three immediate action items, with zero obligation.
Do we need in-house engineers or developers?
Not at all. We handle all technical architecture, prompt engineering, agent orchestration, and API integrations. Your team simply provides the domain expertise and reviews the outputs during the Shu (Learn) phase.
What happens after an Implementation Sprint finishes?
You own 100% of the code, prompts, and architecture with zero platform lock-in. You can run the system independently, or transition into our Managed Retainer for continuous model upgrades, telemetry, and quarterly capability expansion.
Find out where your agency stands with AI
10 questions. 5 minutes. A clear report with your first three high-ROI steps.
GET MY FREE AI READINESS ASSESSMENT