Platform
The operating layer beneath every agent.
A private project map, a system-of-record ledger, deep interoperability with existing tools, model evaluations, and forward-deployed AI engineers who keep the system aligned to your operations.
Compounding value
The operating layer compounds as models improve.
Models change quickly. Your real advantage is the stable operating layer: clean context, permissions, workflow logic, evaluation sets, and a ledger. When stronger models become available, we test where they belong and promote them into the workflows that benefit.
Model-agnostic by design
We are not locked to a single vendor. Each workflow can route tasks to the model that best fits the job, policy, and cost profile.
Evaluated on your data
Model upgrades are tested against your workflows, documents, edge cases, and approval rules before they are promoted.
No rebuild, no repurchase
The workflow layer stays intact as model capability improves. You build on the operating layer instead of starting over.
Capability per model release
Directional illustration
The same workflow can become more capable without replacing the surrounding system. The durable asset is the context and control layer around the model.
Approach
Forward-deployed AI engineers. Not a help desk.
These are our own software engineers who build AI systems, not the structural or civil kind. They embed inside your operation and write the code that runs your workflows. They own the system, not a ticket queue. When a workflow breaks at 2 AM before a bid deadline, someone who built it is available.
01
Discover
We sit with your team, not in a conference room but at their desks. We watch how work actually flows: the spreadsheets, the email chains, the approvals that take three days.
02
Design
We identify the highest-leverage workflows and design custom AI around your standards, templates, and business rules. No feature bloat. Just what moves the needle.
03
Build & embed
Our forward-deployed AI engineers ship working software into your environment, integrated with Procore, Yardi, Salesforce, SharePoint, or whatever you already use.
04
Iterate daily
Your process evolves. So do we. Our AI engineers stay embedded, refining workflows day by day as your team uses them in production.
Interoperability
Built to plug into the tools you already run.
We connect to your stack through its APIs and data exports instead of replacing it. Information can flow both ways, your system-of-record ledger ties it together, and your team keeps working in the software they know.
Examples of systems we connect to
Don't see your system? If it has an API or exports data, we connect to it.
Product names are trademarks of their respective owners, shown as integration targets. Their mention does not imply any partnership or endorsement.
Security
Your data. Your ledger. Your rules.
Every firm asks the same question first: what happens to our data? We answer in contracts, not concepts.
01
System-of-record ledger
Every action, decision, and data transformation is logged in an auditable ledger you control. Not a black box, but a traceable system of record.
02
Isolated environments
Your data is kept in its own isolated environment. What we learn working with you stays with you, and nothing you share is used to train models for anyone else.
03
Enterprise-grade AI
No consumer chatbots on your deal data. Enterprise-tier models, contractual controls, and private handling of sensitive inputs.
04
Encryption & access
Data encrypted at rest and in transit. Role-based access aligned to your org. VPC and on-prem deployment available.
05
Contractual commitments
NDA before we see a single file. Data retention and deletion policies in writing. Security answers in your contract.
06
Human-in-the-loop
AI handles the repetitive work. Your team approves what matters. Guardrails and decision points where humans stay in control.
Tell us how you work. We'll build the AI around it.
No pitch deck. A conversation about your workflows, your data, and where embedded AI would save your team real time.
Start a conversation