Subscribe to Bits In Glass
Get the latest news and updates directly in your inbox.
Moving frontier AI into action
Two decades of enterprise automation, now delivering agentic AI inside the workflows that run your business.
Why now
The economics of enterprise automation have fundamentally changed
The traditional model
License a legacy platform
- Heavy annual license fees
- 12–18 month implementations
- Vendor-controlled roadmap
- Customizations bolted on, not built in
- Costly specialized skills to maintain
- Mounting technical debt in legacy systems
The new approach
Build workflows with AI as the labor
- Open runtimes, no license fees
- Agents handle the repetitive work
- Faster time-to-value
- You own the IP and the data, end to end
- Adopts new AI as fast as it ships
- Modernizes legacy systems as you go
~60%
of the routine labor inside a workflow can be carried by agents — so your teams spend time on judgment, exceptions, and outcomes, not repetitive steps.
Realize your AI ambitions with the right plan
The intelligenceFrontier AI models & agents
A STRONG DELIVERY PARTNERDesign, build & operate
BUILD YOUR FOUNDATIONYour infrastructure & data
How we engage
Three ways to put AI to work
Legacy Workflow Migration Pods
A dedicated engineer pod migrates an existing legacy workflow onto open, license-free runtimes with agents embedded.
Best for
Cutting platform cost and vendor lock-in over time
Forward-Deployed Engineers
Senior, AI-fluent engineers embed with your team to land quick wins and prove value quickly within the engagement.
Best for
A fast, focused way to prove AI value in your account
Agentic OS Implementation Pods
A focused two-engineer mini pod implements an Agentic AI layer on top of your existing legacy platform as a lower-risk first step.
Best for
Augmenting the platform and systems you already run
How we deliver
The AI Delivery Life Cycle (AIDLC)
Built for production from day one — governed, auditable, and proven where the stakes are highest. Not another stalled pilot.
Prove value fast
Deliver in production
Scale across the enterprise
Where AI delivers first
AI delivers the most value in your middle and back office.
AI valueSelective
Front Office
A measured entry point
Customer-facing areas like sales and advisory are best automated once AI has proven its value elsewhere.
AI valueHighest return
Middle Office
The highest-return zone
Cut cycle times and cost across risk, compliance, underwriting, AML, and more with full auditability.
AI valueHighest volume
Back Office
Highest-volume automation
Clear high-volume operations, reconciliations, and case management, freeing your team for higher-value work.
