We handle the AI complexity. You get the outcomes.
Every solution we build runs on our managed AI platform. That means the heavy lifting is already done before your first sprint begins. We spend your investment on solving your actual business problem from day one, not building the components.
Production ready on day 1
The infrastructure, security, and coordination are already solved. We skip the costly setup phase and mobilize into your data immediately, delivering measurable ROI in weeks.
Multi-model AI
Don’t get locked into a single AI provider. Our platform routes workflows across models from OpenAI, Anthropic, Google and others, choosing the right one for every task.
Enterprise security
Your data stays protected in a secure Azure environment, with isolation, role-based permissions and SOC 2-aligned controls that help your business data safe.
Scale on demand
Go from zero to a hundred without infrastructure headaches. As your business grows, the platform grows with it — no bottlenecks, no downtime.
AI that wraps around how your business actually works.
TFS Global
Fleet management services
PE-backed | Fortune 500 clients
AI solution
Document processing
Timeline
Built in 6 weeks
Bottleneck
Invoice data entry consumed 15+ staff and couldn't scale with growth.
Solution Delivered
An AI-powered invoice-to-Salesforce pipeline that now processes over 60% of invoices with zero human touch.
Business Outcome
Turnaround times dropped from weeks to near real-time. Staff now handle only true exceptions, not every invoice.
BDR
Business consulting & accounting services
Private company | Trades-focused clients
AI solution
Workflow automation
Timeline
Built in 10 weeks
Bottleneck
Manual AP workflows made it hard to scale accounting services without adding skilled CPA headcount
Solution Delivered
Sidekick, an AI-powered AP workflow that automates PO creation, invoice intake, matching, and clean QuickBooks posting
Business Outcome
Invoice processing time fell by about 90%, turning a manual service into a scalable and resellable recurring-revenue product
Milrose Consultants
Real-estate compliance solutions
Professional services | Multi-jurisdiction
AI solution
Research automation
Timeline
Built in 9 weeks
Bottleneck
Massively time-consuming municipal code research across fragmented city websites slowed due-diligence reports
Solution Delivered
An AI-driven research platform that identifies local authorities, normalizes codes and fees, and centralizes internal know-how
Business Outcome
Production time cut by more than half, with over 400% improvement in throughput efficiency
95% of AI projects never reach production (MIT, 2025). Ours do.
100%
of our solutions are production-grade from day zero.
No abandoned proofs of concept
Our pilots work. If we build it, it’s ready to roll in your business and deliver measurable value in practice, not just as a theory.
Live in 6 to 8 weeks
We operate at the speed of AI. We deploy working, measurable AI solutions in weeks - typically 8 weeks or less - not months or quarters.
One win leads to another
Every customer we work with starts by solving one critical bottleneck, which leads them to build more use cases. We call it the accelerating flywheel of enterprise value.
Human in the lead
Your team drives the decisions. AI handles the heavy lifting — so your people focus on the work that actually moves the business forward.
Built for businesses
like yours.
The daily friction of messy data and manual processes keeps your best people from doing the work that actually moves the needle. You’re dealing with high-stakes knowledge tasks that slow your growth. We get it and we can solve it.
Fleet & equipment services
You’re managing complex maintenance cycles while struggling to track paper records across disparate local sites, eating into your team’s precious time.
Customs & logistics
You spend your days firefighting data entry errors and shipping document exceptions that threaten delivery windows. It slows everyone down.
Construction and engineering
Jobs depend on permits, data and documents from a dozen places. Your capable people lose precious hours hunting them down and getting them into the right format.
HVAC & trades services
You’re balancing a high volume of regional work orders and growing demand with back-office processes that can’t keep up, despite your team’s best efforts.
Manufacturing operations
The same processes repeat across every site, but your people still spend hours on paperwork and work orders that should flow automatically.
Property management
You’re buried in thousands of maintenance requests and lease documents that force your team into repetitive data entry. They could be doing so much more.
Distribution & wholesale
Orders, inventory and supplier paperwork keep goods flowing. But errors multiply fast, leaving your team chasing problems, not serving customers.
Franchise & multi-location operations
You’re dealing with inconsistent data from dozens of locations, making quality hard to maintain. Everyone feels the frustration.
What could AI do for your business?
Whether it's document processing, real-time operations or data intelligence, every solution starts with a conversation.
Own Your AITM
We believe you should own your AI. Renting off-the-shelf tools is a fast track to the middle of the road, with the same capabilities as every competitor. We build you AI that wraps around your specific operations, turning your data and unique processes into a competitive advantage no one else can replicate.
AI everyone gets
Rented AI
- Generic features from your existing software
- Productivity gains that stop at the individual
- Same licenses your competitors buy
- Keeps you level, doesn't pull you ahead
AI built for you
Our AI Solutions
- Purpose-built around your processes and data
- Cross-team automation that unlocks new capabilities
- Becomes an asset that rivals can't replicate
- Each project builds on the last, compounding value
What does this look like in practice
TFS Global solved one problem with AI first. It opened the door to optimizing two more processes.
Invoice
automation
superpower unlocked
60%+ processed without human touch
Cost
Intelligence
superpower unlocked
Cost visibility they never had before
Fleet
analytics
superpower unlocked
Competitive edge built from their own data
Cost
Intelligence
superpower unlocked
Cost visibility they never had before
Fleet
analytics
superpower unlocked
Competitive edge built from their own data
The flywheel that compounds value
TFS Global started with invoice automation. Within months, the data it generated powered cost intelligence and fleet analytics. It’s a new AI operating system for the business; every transaction creates more value by making their AI smarter.
YOUR COMPETITIVE ADVANTAGE
A business that gets more valuable with every AI solution you add
This is what it means to own your AI
Not three separate tools, but a compounding intelligence built around how your business actually works.
Team behind the platform
Two decades building platforms that work. Now we’re doing it with AI for businesses like yours.
We have a track record of spotting major technology shifts early that fit the needs of underserved markets. We're using that same proven approach with AI — moving past the hype to build tools that solve real problems and create lasting assets that help your business scale.
PE backed by Southfield Capital
Built by the team behind SmartThings
The future doesn't belong to the companies with the most AI, but to the ones smart enough to build it around their business. We're here to make that happen — fast, and without the risk.
Andrew Brooks - CEO, Contextual
Founder/ Builder DNA
46+ team members
Track record of bringing technological shifts to underserved markets
Your team is ready for superpowers.
Let's talk about what AI can do for your business. A conversation, not a sales pitch.
