Your team handles document-heavy, high-stakes work every day: punch lists, site walks, lien notices, insurance certificates, bid qualifications. These processes demand accuracy and speed, yet they're stuck in manual workflows that eat hours and invite costly mistakes. Bex automates the tedious parts so your people can focus on building.
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Punch lists and observation reports
If you've ever managed a commercial construction project, you know the drill. A consultant or superintendent walks a site and produces a deficiency report (a.k.a. observation report or punch list). These documents come in every format imaginable: multi-page PDFs with photos and annotations, Word documents with tables, spreadsheets with color-coded rows, even hand-marked drawings.
Someone on your team then has to open each report, read through every issue, and manually enter each one into your tracking system, selecting the right trade, the correct assignee, the appropriate issue type, and so on. It's painstaking, repetitive work that can take hours per report.
The consequences of delays or mistakes are real. A misrouted observation can mean the wrong subcontractor shows up. A missed deficiency can lead to expensive rework or, worse, a code violation that holds up occupancy.
Bex Punch reads these reports in seconds, regardless of format. It identifies the responsible trade, classifies each issue, selects the right assignee, and enters the data directly into Procore, ProjectSight, or other construction management systems. Or, if your CMS is a collection of Excel spreadsheets, Bex can write and maintain those too. (SharePoint integration is available, and Bex provides its own file browser.)
Before anything is committed, Bex emails a clear approval request to your designated project engineer or manager. They review, then reply in plain language to make adjustments or approve. Once approved, Bex notifies each assignee with a single rollup email—in English and Spanish—with PDFs they can print and carry. The whole cycle that used to take hours now wraps up in minutes.
Deeper dive: Bex Punch. See it in action on the conversations and results page.
Field walks: safety, quality, proof-of-work
Quality and safety walks are some of the highest-leverage work your field staff does—and the most awkward to actually perform. A walker thumb-types observations into a phone, puts the keyboard down to switch into camera mode, takes a photo, switches back, hunts for their place in the notes, and resumes. Hands juggle. Gloves come off. Important detail gets shortened to whatever fits before the next task pulls the walker away.
Safety walks have a second, hidden cost. Tying each observation to the right OSHA reference takes time and a code book, so in practice almost nobody does it. Findings get filed with vague language like "fall hazard near egress", which closes the immediate loop but makes it nearly impossible to spot trends across projects.
Bex Walks is the iPhone and iPad app your field staff actually wants to use. They open it on the job site and just talk, describing each observation in their own words while snapping photos. GPS coordinates are captured automatically; arrows and boxes can be drawn on photos; the app works offline for remote sites. When the walk is submitted, Bex's server-side AI transcribes the audio (with construction vocabulary tuned in), professionalizes each observation, and produces a clean report ready to send into Procore or another system of record.
In safety mode, every photo is also analyzed for OSHA violations—even ones the walker might not have caught—and classified by part and subpart with reasoning attached. Pair Bex Walks with Bex Punch to go seamlessly from a site walk into your CMS in minutes.
Lien and notice management
Mechanic's liens, preliminary notices, retainage notices, releases—every project generates a steady drumbeat of them, and the deadlines vary by state, sometimes by county. Miss one and you could face significant financial exposure or stalled projects.
The documents themselves are wildly inconsistent: structured printed forms, dense legal filings, plain business letters with the key facts buried in a paragraph. Some are notarized and filed; some are warnings that haven't been filed yet. The distinctions matter—and the shared tracking spreadsheet that's supposed to keep it all straight is the canonical disaster, with people overwriting each other's edits and the version with the right answer in someone's email from three weeks ago.
Bex Liens is mail-room-to-master-log automation. Forward each scanned PDF to Bex (one at a time, or by the dozen), and Bex extracts roughly 22 fields per document—claimant, amounts, dates, project match, notarization and filing flags—classifies the document type, fuzzy-matches it against your project list, and emails a clean transcription back for verification. Once verified, Bex updates the master log, alerts the right financial coordinator, and stores the original PDF in a folder structure you control.
Because lien data is high-stakes, Bex doesn't trust a single AI pass with it. For each document Bex runs the extraction multiple times and votes per field. Critical fields require consensus or Bex refuses to commit and flags the document for review. The full consensus log is preserved on every record so your QC team can audit any decision after the fact.
You configure the rules once: alert the project manager if a lien exceeds a certain dollar amount, notify legal when a response deadline is approaching, flag the CFO when multiple notices hit the same project. Bex follows those rules every time, without anyone having to remember to check a calendar.
Subcontractor insurance compliance
Subcontractor insurance compliance is one of those processes everyone agrees is critical and nobody wants to do. The requirements are specific—additional-insureds, waivers of subrogation, primary-and-noncontributory wording, minimum limits per coverage line—and the documents that prove (or fail to prove) compliance are notoriously inconsistent. Reading a COI carefully takes minutes. Writing back to chase the missing piece takes more. Tracking who's actually compliant takes a spreadsheet that no one trusts.
Bex Insurance reads each certificate, endorsement letter, and policy doc against your tenant-specific requirements—your wording, your minimums, your endorsements—then handles the back-and-forth with the subcontractor directly until they're compliant. Where Bex isn't sure (unusual policy structures, jurisdiction-specific edge cases), it escalates to your risk team with the relevant documents and its own analysis attached. Routine cycles run themselves; your team's time goes to the cases that actually need judgment.
Bid and pursuit qualification
Deciding which projects to pursue is one of the most consequential things your business does, and it's almost always done with email threads, scattered scorecards, and side conversations. Risk weighs in if they have time. Operations weighs in if they remember to ask. Sometimes a pursuit advances simply because nobody had time to say no.
Bex Risk runs your bid-qualification process for you. A pursuit starts with one email; Bex creates the record, builds the workbooks, sends the right scorecards to the right roles for each gate, scores returns deterministically (real Python math, not LLM-improvised), chases reminders when reviewers go quiet, escalates on timeouts, and produces a clean decision package at every gate. Reviewers don't learn a new tool—they get an Excel scorecard scoped exactly to the cells they're authorized to edit, fill it in, and reply.
At the end, every stakeholder gets a master workbook: project summary, every gate's scorecards, every reviewer's input, the full decision trail. An audit-ready record of how the call got made.
Insert your use case here
The five modules above run on a shared foundation—Bex Core—that handles the messy parts every module needs: any-format document parsing, multi-vendor AI chosen per task, bilingual EN/ES throughout, an email-first interface, and an audit trail that lives in your inbox. New modules and integrations are always in development, driven by what our customers need most.
If you're dealing with a manual, document-heavy process eating your team's time, there's a good chance Bex can help. Harmonic Mean is constantly adding integrations with new platforms, and in the age of AI-assisted development, building a new connector is faster than you might expect. Reach out and let's talk about what we can do for you.