Forward-deployed engineers
that drive your growth.
Senior engineers focused on what moves the needle. New workflows, new agents, new integrations every quarter. Same team, more leverage every cycle.
Shipped
4
In flight
3
Planned
3
Acquisitions OM parser + IC memo agent
Q1 2026Yardi → Fabric mirror, daily refresh
Q1 2026AM variance agent + monthly LP pack
Q2 2026Excel live-connect for acquisitions models
Q2 2026Capital call automation + LP portal feed
Rent roll parser v2 (industrial leases)
Broker email triage agent
Cross-fund roll-up agent for IR
Q4 2026Lease abstraction agent (retail)
Q4 2026Underwriting variance audit trail
Q1 2027Forward-Deployed Engineering
Engineers focused on your growth.
Senior engineers embed with your team. They learn your portfolio, your IC house view, your reporting cadence. Every quarter they ship capability that compounds what came before.
- Onshore engineering leadership, offshore senior augmentation
- Roadmap tied to AUM growth, deal flow, and what's changing in your business
- An extension of your team, not a vendor managed through tickets
Engineering Engagement
This Month · May 2026
Committed
60 hrs / mo
Consumed
48 hrs · 80%
By workstream
New rent-roll AI workflow
Yardi → Snowflake mirror upgrade
LP report custom builds
client_ext schema for fund III
QBR + roadmap planning
Hours / week · 12-week trail
avg 12Recent
Shipped: AM variance commentary v2
2d agoMerged: Foundry agent prompt refresh
4d agoDeployed: capital call notice template
Last weekAI-Native Across Departments
From acquisitions to IR. Every team augmented.
Year by year, more of the firm runs on the platform. Acquisitions, AM, IR, accounting, then cross-departmental agents. New funds, asset classes, and LP requirements become new pipelines and agents.
- New AI agents as needs emerge: lease abstraction, IC variance, capital calls, broker triage
- New integrations as your stack expands: PMS instances, market data, third-party tools
- Schema extensions for new funds, asset classes, reporting requirements
Workflows by Department
25 live · +4 this quarter
Acquisitions
6 liveThe Compounding Outcome
AUM grows. Headcount holds.
Forward-deployed engineering keeps shipping. Every quarter, more of the firm runs on the platform. The same team handles more deals, more assets, more LPs, with the same headcount.
- Acquisitions, asset management, IR, and accounting workflows expand each quarter
- New funds, asset classes, and LP requirements become new pipelines and agents
- Same team, more leverage every cycle. AUM compounds, headcount does not.
5x
AUM growth
+2
Headcount change
Where we sit
CRE-native forward-deployed engineering.
OpenAI, Anthropic, McKinsey, BCG, Bain, and Accenture all ship forward-deployed engineering for enterprise customers. None of them are CRE-native. Their engineers learn your domain after the contract starts.
We come in fluent in deals, DCFs, schedules of REO, leasing, cap rates, waterfalls, and LP mechanics. The engineers know the work. The platform is built for it.
Grow AUM. Hold headcount.
Forward-deployed engineers ship new capability every quarter. Department by department, your firm becomes AI-native.