Real businesses. Real outcomes. Built in weeks.
Every Contextual customer starts by solving one critical bottleneck. Then they build the next, and the next. Here's what it looks like in practice.
100%
reach production
Every engagement deployed
6-8 wks
to first solution
Not months. Not quarters
1+1=3
compounding wins
Each solution opens the next
Scaling invoice processing for fleet services
TFS brought in an AI-powered invoice-to-Salesforce pipeline that wraps around how their team already works — handling complex invoice volume without adding headcount.
70%+
processed with no human touch
~$750k
estimated annual savings
~10
staff moved to higher-value work
200%+ improvement in throughput efficiency
An AI-driven municipal code research platform speeds up one of the slowest parts of due diligence: gathering codes, permits, fees and timelines across thousands of jurisdictions.
400%+
increase in research efficiency
50%+
production time cut
< 1 min
report generation time
90% faster invoice processing: no extra staff
In partnership with Contextual, BDR launched Sidekick, an AI-powered accounts payable workflow that turns manual Accounts Payable work into a simple, client-facing service.
90%
processing time reduction
Rapid
review & approval process
$$$
new recurring revenue stream
One win leads to another.
Every Contextual customer starts by solving one critical bottleneck. What they learn becomes the foundation for the next. And the next. We call it the accelerating flywheel of enterprise value.
Invoice
automation
superpower unlocked
70%+ 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 TFS Global. It's also Milrose, BDR, and every customer that follows.
100% of our customers expand beyond their first solution.
Real voices.
Real experience.
By combining AI with our Milrose expertise, we’ve accelerated municipal research while maintaining the rigorous validation our clients expect.
Yazhi Smith
CIO, Milrose Consultants
Sidekick lets us productize accounting expertise instead of scaling up our headcount. It changed the economics of offering AP as a service.
Bruce Wiseman
CEO, BDR
We turned invoice processing from a manual bottleneck into a scalable, automated operation that supports growth and better customer insights.
Senior Executive
TFS GLobal
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ALSO BUILDING WITH US
More customers, more stories on the way.
We're just getting started. More businesses owning production AI, more high-stakes work turned into real advantage, more teams freed to do the work that matters.
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.
Your team is ready for superpowers.
Let's talk about what AI can do for your business.
