TextLayer helps ambitious PE firms and portfolio companies turn critical AI priorities into products that reach market faster, work reliably in production, and create real value.
2026
The gaps we’re built to close
Poor scope → slow time to market
Demo-ready → not production-ready
Something ships → impact unproven
Input data required
Per workbook run
Time to result
HOW WE WORK
TextLayer works with PE sponsors and portfolio companies at the points where product and engineering judgment can materially change the outcome.
Align the trajectory
Turn the priority into an executable product path. Test assumptions, narrow scope and define the first increment of meaningful value.
Build for real use
Move quickly in small, testable increments with evaluation, observability and controls built in from the start.
Prove and grow
Measure what happens in production, improve from real evidence and build the capability inside the client's team to keep going.
RELIABILITY BY DESIGN
Reliable AI shapes how the product is scoped, built, evaluated and operated from the beginning.
Evaluation
Know whether the system is good enough to put in front of customers.
Observability
See performance, cost, latency and failures.
Controls
Put checks, permissions, human review and recovery paths where they matter.
Feedback
Use production evidence to decide what changes next.
WHY TEXTLAYER
Concentrated expertise.
High-consequence work.
Judgment,
not capacity
Small senior teams stay close enough to the problem to challenge assumptions and make consequential decisions early.
Accountable through production
We stay through real-world use, not just the roadmap, prototype or handoff.
Capability stays with
the team
We build alongside internal teams so they can operate, extend and improve what we leave behind.
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TextLayer partners with Hg on critical AI product and engineering initiatives across its portfolio.
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