What we build

Production AI for document-heavy work.

Not demos. Built, in use, and built to be trusted — grounded in your domain and checked by a human. Here's the real work, and the patterns underneath it.

The work

Three builds, in depth.

Anonymized to industry — never client names. Each is built from the same small set of patterns, recombined for the work.

Commercial real estate

Due-diligence & asset-management suite

01 02 03 06

Lease analysis, portfolio underwriting, tenant credit research, and COI compliance — grounded in a knowledge base distilled from 80+ authoritative sources, so the analysis reflects real domain expertise.

Decision-support — not legal or financial advice.

Consumer contracts

Contract intelligence

01 03 04 07

Reads vendor contracts, flags risky or missing clauses, and returns a plain-English "what protects you / what to watch" report — wrapped in an intake → AI review → human QA → delivery pipeline.

Decision-support — not legal advice.

Search-fund M&A

Deal-analysis suite

01 02 03 05

Turns a deal's documents into go/no-go verdicts, financial and risk analysis, an evidence vault with cited sources, and a conversational advisor for Q&A on a specific deal.

Decision-support — not investment advice.

The building blocks

Seven patterns. One growing capability.

Every build is assembled from a small set of durable patterns. New problem, same blocks — recombined to fit.

01

Document ingestion & extraction

Read messy real-world documents and pull out structured, material information.

02

Domain-grounded analysis

Grounded in a curated knowledge base, so analysis reflects real expertise — not generic output.

03

Risk scoring & flagging

Surface what matters — green, yellow, red — for a human to review.

04

Narrative report generation

Plain-English, decision-ready reports, not raw data dumps.

05

Conversational advisors

Interactive Q&A over a user's own data and documents.

06

Compliance & monitoring

Track obligations over time and flag what's missing or expired.

07

Workflow automation

End-to-end: intake → process → human approval → delivery.

A problem we haven't built for yet?

If it's document- and decision-heavy, it's in range.

Book a Call

The same patterns extend to any document- and decision-heavy team — that's where Dyvara is headed. Today, we go deep in real estate and professional services.

Bring the documents. We'll build the system.

If your work runs on contracts, leases, financials, or deal files, tell us the workflow that's slowing you down — we'll show you what we'd build.