Document and Knowledge Intelligence
Retrieval that cites its source, across contracts, drawings, and archives
- RAG
- OCR
- Hybrid retrieval
- Re-ranking
- pgvector
- Citations
Industry
Real Estate & Built Assets
Portfolios, leases, and building systems read as one operational picture.
A property portfolio is an operational estate: plant and energy data from every building, a lease and contract archive that decides revenue, and a valuation that moves with both. We build the platform that holds all three in one place, the retrieval systems that make the archive answerable, and the forecasting that connects a meter reading to a number in the model.
What we see
- Lease and contract terms locked inside scans that cannot be queried at portfolio scale
- Building management, energy, and occupancy data siloed by site and by vendor
- Valuation and forecasting models fed by numbers that are re-keyed by hand
What we bring
Data Platforms and Streaming Analytics
Lakehouse and stream processing with sub-second freshness
- Apache Iceberg
- Flink
- CDC
- dbt
- Parquet
- Lineage
Forecasting and Decision Intelligence
Forecasts, anomalies, and optimizers that end in a decision
- Probabilistic forecasting
- MILP
- Backtesting
- Drift detection
- Scenario simulation
Agentic Systems and Enterprise Copilots
Agents that hold a plan, call real systems, and stop where they should
- MCP
- Function calling
- Durable execution
- OpenTelemetry
- RBAC
Security and Cryptographic Architecture
Identity, key custody, and zero-trust paths through the whole stack
- mTLS
- SPIFFE
- HSM/KMS
- Zero trust
- SBOM
- Sigstore
Technology Consultation
A first read on the architecture, written by the engineer who would build it
- Architecture review
- Trade-off analysis
- Capacity modelling
- Reference architecture
How we help
What we bring to real estate.
The systems this industry draws on, layer by layer.
01
Document Intelligence
Retrieval systems over document estates that were never designed to be queried.
What we build02
Data Platforms & Streaming
Data platforms built for freshness and lineage, not volume alone.
What we build03
Forecasting & Decision Intelligence
Systems that turn history into a decision rather than a dashboard.
What we build04
Agentic Systems & Copilots
Multi-step agent runtimes wired into the systems an organization actually runs on.
What we build05
Security Architecture
Security designed into the architecture rather than added at its edge.
What we build06
Technology Consultation
Scoped engagements that produce a decision rather than a deck.
What we buildBring us the whole stack.
Tell us where latency is costing you, from the die to the data center to the control room. An architect replies with a first read of the problem, not a sales deck.