AI systems managed
from idea to outcome.
We build and operate reliable AI, data, and automation services for teams that need production results without hiring a full AI department.
Service desk
Your AI backlog, delivered and maintained.
Hours saved
186
QA checks
99.2%
Automations
14
Implementation pipeline
This month
Managed AI
Custom copilots, AI agents, model workflows, and operational support after launch.
Data Services
Knowledge bases, labeling loops, data cleanup, reporting, and secure pipelines.
Automations
Internal tools and workflow automation across sales, support, finance, and ops.
White-glove delivery model
We do the heavy lifting after the AI demo ends.
Most teams do not need another tool to manage. They need a partner that can own discovery, data preparation, automation, deployment, and ongoing support.
Connect CRMs, spreadsheets, inboxes, databases, and internal apps
Create human approval checkpoints where decisions matter
Measure time saved, revenue impact, quality, and exceptions
Keep automations maintained as tools and processes change
Audit the workflow
We map the manual work, data sources, risk points, approval steps, and business outcome before writing code.
Build the automation
We ship AI agents, internal tools, integrations, and human review paths that fit your existing operations.
Manage it for you
We monitor, improve prompts, fix failed runs, update knowledge, and keep the system aligned as the business changes.
Start with one workflow. Scale into a managed AI operating layer.
We can begin with a single high-value process, then expand into a connected system of agents, automations, and reporting.
AI services built for real operations.
We combine AI engineering, data operations, automation delivery, and managed support so your team gets outcomes instead of another dashboard.
Managed AI Systems
We design, deploy, monitor, and improve AI workflows that stay useful after launch.
Data Operations
Clean pipelines, labeling loops, knowledge bases, and reporting layers your team can trust.
Automation Delivery
Practical automations across sales, support, finance, operations, and internal tooling.
Governed by Design
Human review, permissions, audit trails, and secure deployment patterns from day one.
Projects & Solutions
Real products behind the managed service.
These are examples of the AI, data, automation, and operating systems we build or manage across the workspace.
AI collaboration
Tandem
A workflow product for coordinating AI-assisted work, reviews, and team execution.
Browser automation
Browseron
Managed browser infrastructure and automation for agents that need to operate real web apps.
Education AI
Ubao
AI-supported learning workflows for teachers, students, content, and classroom operations.
Tax automation
UshuruAI
AI and data workflows for tax guidance, filing support, and public-service automation.
Operations system
Daybook
A managed daily operations workspace for schedules, records, workflows, and team execution.
Agent operating system
OS Agent
A marketplace and operating layer for installing, managing, and running specialized AI agents.
Work assistant
Jervis
An AI workplace assistant layer for connectors, context, and multi-step business tasks.
Construction AI
Vellum
AI-assisted construction takeoff, document workflows, and project collaboration tooling.
Automation studio
Flow Studio
A workspace for building, testing, and operating automation flows across tools.
Video intelligence
Glimpse AI
A video intelligence platform for searching, monitoring, and analyzing footage with natural language.
From messy process to managed automation.
We turn repeatable work into reliable systems: intake, enrichment, approvals, execution, reporting, and ongoing support.
Audit current tools, data sources, and process exceptions
Ship AI-assisted workflows with human review where needed
Monitor runs, fix failures, and improve automation quality
MANAGED BY WORKFLOW
AI and automation for every operating team.
square[ai] adapts managed AI, data, and automation services to the workflows your team already runs.
Use Cases
Finance & Banking
Extract key insights from investor decks, huge spreadsheets, dense pitch materials, and SEC filings. AI-powered fraud detection, risk assessment, and automated customer service reduce manual work while improving accuracy and compliance.
Fraud Detection
99.9%
Process Time
-85%
Trusted by teams moving AI into operations.
"square[ai] turned disconnected spreadsheets, emails, and internal tools into managed workflows our team actually uses every day."
Amina Patel
COO
Operations Team
Ready to put AI
to work in operations?
Pick one high-value workflow. We will map it, build the automation, connect the data, and manage the system after launch.
Tell us what should be automated.
Share the workflow, data sources, and tools involved. We will come back with a practical managed AI plan.
Answers & Guides