Service

AI Document & Data Systems.

Turn reports, filings, and records into structured, searchable, citable data — automated extraction with human review.

Talk to us ↓ SCOPED AFTER A FIT CALL
Hydroelectric infrastructure coordinated across a mountain landscape
1730 / AI systems Vancouver, BC · Remote
Built for

Resource, environmental, and technical teams drowning in documents they can’t search or extract from.

01 / Defined scope Document extraction pipeline 02 / Relevant work AI-first property-management platform
03 / Commercial model Senior review · fixed-price gates
The problem

Built around the hard part.

  • Key data locked inside long PDFs and filings
  • Manual extraction is slow and inconsistent
  • You need answers that cite their source, not a black box
What you get

A clear path to production.

  1. 01
    Extraction pipelines

    Pull the fields and entities that matter, at scale.

  2. 02
    Search with citations

    Ask a question, get a sourced answer.

  3. 03
    Human-in-the-loop review

    AI proposes, a person confirms.

  4. 04
    Accuracy assessment

    An honest read on what’s reliable.

Defined builds

Concrete scopes, typical timelines, and the work inside them. These are useful starting shapes, not packages we force onto your situation.

Explore all 50 build briefs →

Document extraction pipeline

A pipeline that turns PDFs and reports into structured fields in a database: dates, values, parties, coordinates, whatever you need pulled out.

Scope
Fit after discovery
Typical time
6–12 weeks
Open build brief →

AI meeting and report summarizer

A pipeline that turns meeting recordings or long documents into structured notes in your format: decisions, action items, key figures, whatever your team actually needs afterwards.

Scope
Fit after discovery
Typical time
3–6 weeks
Open build brief →

Cited document search

Ask questions in plain language across your corpus of reports, contracts, or filings, and get answers that cite the exact source documents and pages.

Scope
Fit after discovery
Typical time
6–10 weeks
Open build brief →

Why 1730

Senior by default

The people in the room are the people doing the work. Direct context, fewer handoffs, better decisions.

Built to be inherited

Clear architecture, maintainable systems, and practical handover are part of the product.

Real-world first

We design around imperfect data, operational constraints, human judgment, and what must still work on Monday.

Common questions

Before we begin.

What does the engagement include?+

The exact scope is shaped around the decision or workflow that matters most. Before work starts, we set out the deliverables, ownership, decision gates, implementation path, and what is explicitly out of scope.

Who will work on the engagement?+

A senior practitioner owns the work from diagnosis through delivery and reviews every deliverable. When the scope needs additional depth, we bring in vetted specialists and remain accountable for the whole engagement. If the work genuinely needs a large on-site team, we will say so before either side commits.

How quickly can we start?+

Most focused assessments and sprints can begin within two to four weeks. The first working session confirms outcomes, constraints, stakeholders, and the smallest valuable first release.

Can 1730 work with our existing team and technology?+

Yes. We work directly with internal product, engineering, operations, and domain experts. The goal is a system your team can understand, operate, and extend — not a permanent dependency.

Do you work beyond Vancouver?+

Yes. 1730 is based in Vancouver and works with organizations across Canada and the United States. Engagements can be remote, hybrid, or include on-site discovery.

Start a conversation

Bring the messy version.

Tell us what is slow, fragmented, manual, or too risky today. We will help find the highest-leverage place to start.

One sentence is enoughCurrent state · desired outcome · timing

A senior practitioner will reply directly.