Find the operation that looks like yours.
We build AI for businesses in dozens of industries. The common factor is running on documents, deadlines, and data spread across systems that don’t talk to each other.
By Industry
Pick the day-to-day you recognize.
See how we help real operations with invoices, work orders, filings and backlogs that keep growing. The work is high-stakes, it takes judgment, and there's more of it every month. 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 & 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.
by problem
Don't see your industry? Start with what's slowing you down.
We've shipped solutions across 50+ industries, and the work keeps following the same three patterns. You’ll likely recognize them in your sector.
Proof you can check
Proven in production, not in pilots.
Every number shows a real, measured improvement from a Contextual solution that is live and running in a client’s business.
70%+
invoices processed, zero human touch
TFS Global
400%
increase in research efficiency
Milrose Consultants
90%
faster invoice
processing
processing
Sidekick by BDR
Common Questions
Asked before the first conversation.
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What if my industry isn't on this page?
Then start from the problem. We’ve shipped solutions across 50+ industries, and the work keeps taking the same three patterns: documents that need judgment at volume, operations where the clock is the constraint, and data you hold but can’t use. Our clients run everything from customs brokerage to fleet services to vintage guitar valuation, so the label has never been the deciding factor.
How industry-specific are the solutions?
Specific to your operation, not just your industry. Two fleet businesses can receive, categorize and approve invoices in completely different ways. We build with proven components from our platform, then shape them around your processes, your systems and your data. Nothing in the build assumes that one size fits all. Because it doesn’t!
Do we need to be a certain size to work with you?
Size matters less than volume. The math works when there is enough repetitive, high-stakes work so that removing it visibly changes your numbers. A few hundred documents a month, and you probably don’t need us yet. A few thousand, and the case tends to make itself.
Do we have to replace the systems we already run?
No. Your AI wraps around them. Invoices get picked up where they already arrive, work orders get created in the CRM your team already runs on, and your ERP stays where it is. Our eight week delivery timeframe would not be possible with a rip and replace approach.
What happens to our data, and who owns what gets built?
Your data stays in a secure Azure environment with isolation, role-based permissions and SOC 2-aligned controls. What gets built on top of it is yours: the workflows, the structured data, and what the AI learns about your business.
See what AI could do for your operation.
Every engagement starts with a conversation. We'll respond within one business day.
