Software for the messy work that runs real businesses.
Lookout Software uses AI to take over the repetitive computer work that eats your team's day: reading quote requests, customer emails, documents, spreadsheets, and back-office handoffs, and doing something useful with them. The hours go back to your people instead of busywork.
What you get
AI changed what's worth automating. If your team does the same kind of computer work over and over, even messy work like reading emails, PDFs, and forms, it can now mostly be handled for them. The point is giving your people their time back and letting the business handle more without piling on busywork.
What we do
Most businesses do not need another giant platform. They need the repetitive work in their inboxes, spreadsheets, and shared drives to stop eating the team's time. We build focused software around one real problem at a time.
AI is a big part of how. It reads the unstructured emails, PDFs, and notes that older software chokes on, and drafts the routine replies and documents your team would otherwise type out by hand. Where plain automation is enough, we use that too. We care about the result you can see, not the label.
Who we help
We work with businesses around Chattanooga and across the Southeast where important work still happens through email, PDFs, spreadsheets, and tribal knowledge.
Businesses we work with
Common workflows
The annoying, repetitive work people already do every day. We find the ones eating the most hours and build a sharp tool around them.
12 example workflows
Turn scattered emails and attachments into clean, ready-to-price specs.
Capture what a new request actually needs before it hits the team.
Assemble the documents suppliers ask for, the same way every time.
Fill and check the recurring paperwork that slows everything down.
Move a job from sales to production without details falling through.
Catch missing specs before a job reaches the floor or prepress.
Clean up technician notes and photos into a usable record.
Route requests and keep customers updated without manual chasing.
Track discrepancies and nudge the ones that need attention.
Standardize the workbook the whole team quietly depends on.
Sort exceptions and routine messages so the right ones surface.
Automate the report or summary someone rebuilds by hand each week.
Featured Tools
Focused tools we build around common operational workflows, for the repetitive work hiding in emails, spreadsheets, files, and handoffs.
QuotePrep
Quote requestsTurn messy quote requests into clean specs, missing details, and reply drafts.
Forward a quote request with attachments. QuotePrep extracts the important details, flags what is missing, and drafts the reply your quote team needs to send.
Label & packaging · Print shops · Fabricators · Manufacturers · Industrial suppliers · Custom product businesses
NoteQuotePrep does not replace your quoting process or pricing judgment. It prepares the request so your team can quote faster.
QuotePrep example
"Hey, circling back on labels for the new hot sauce line. We're launching around 12 flavors and need a quote. Same look as our current bottles, matte, but these are going on the squeezable bottles this time and have to hold up in the cooler without peeling. Figure ~50k per flavor to start. Our designer has the artwork almost done. Need them in hand before the Summer Fancy Food Show. What else do you need from me?"
- Label size, shape, and repeat (top to top)
- Face stock: clear or white film
- Adhesive rated for cold and condensation
- Matte overlaminate or matte UV varnish
- Hand or machine applied, plus applicator make and model
- Core size and unwind direction if machine applied
- Number of colors and shared Pantones across flavors
- Print-ready artwork and final dielines
- Firm quantity per flavor, in-hands date, and ship-to
- Squeezable bottle needs a conformable film and flexible adhesive, not paper
- Cooler and condensation point to a film face stock with a cold-temp adhesive
- "Same look, matte" means pulling the current job to match stock and colors
- Trade show date drives plate and press scheduling
Thanks for sending this over. A few things before we can quote it accurately:
- Final label size and shape, and the bottle they go on?
- Are these squeezable bottles, and will they live in a cooler?
- Hand or machine applied? If machine, the applicator make and model.
- How many ink colors, and do the flavors share Pantones?
- Firm quantity per flavor, in-hands date, and ship-to?
Send the print-ready artwork when your designer has it and we'll turn the quote around fast.
PacketPrep
Customer + vendor paperworkTurn vendor forms, customer packets, and recurring paperwork into ready-to-send checklists.
PacketPrep organizes the repetitive paperwork customers and vendors ask for: W-9s, insurance certificates, compliance forms, product specs, safety documents, onboarding packets, and customer-specific questionnaires.
Manufacturers · Suppliers · Contractors · Food & beverage · Logistics · Industrial service · Admin-heavy offices
NotePacketPrep does not replace legal, compliance, or accounting review. It prepares the packet so your team can respond faster.
PacketPrep example
"Welcome aboard. Before we can set you up and issue a first PO, we need your supplier packet completed in the vendor portal: a signed vendor agreement, a current COI with us listed as additional insured, your third-party food safety certificate, and a new item form with a UPC for each item. Let us know if anything has expired."
- HaveW-9
- HaveProduct spec sheets
- ExpiringSQF food safety certificate
- MissingCOI, additional insured, $2M
- MissingSigned vendor agreement
- MissingNew item form, UPC per item
- COI listing Harvest Markets and affiliates as additional insured, $2M general liability
- Renew the SQF certificate before it expires; the audit is due
- GS1 UPC for each item entered on the new item form
- Letter of guarantee and a recall plan with traceability
Thanks for the packet. Here is where we stand:
- W-9 and product specs are ready to upload.
- Updated COI naming Harvest Markets is with our insurer now.
- SQF renewal audit is scheduled; certificate to follow.
- New item form is filled except final UPCs, which we're assigning.
We'll have the full packet in the portal by the end of the week.
JobPrep
Production handoffsTurn approved orders, customer emails, and specs into production-ready handoff checklists.
JobPrep turns the emails, files, notes, specs, and approvals around a job into a clean internal checklist before work starts, preventing messy handoffs between sales, customer service, production, prepress, operations, and field teams.
Label & packaging · Print shops · Fabricators · Manufacturers · Construction trades · Field service · Custom product businesses
NoteJobPrep does not run production or replace your team's judgment. It makes sure the job is clean before the next person touches it.
JobPrep example
"Brookside approved the hot sauce labels we quoted last month, PO attached. Clear matte film for the squeezable bottles, 12 flavors, 50k each. They need them before the Fancy Food Show so timing's tight. Artwork should be final (PDF attached). Let's get it moving, I told them we'd start this week."
- HaveApproved PO
- HavePrint-ready PDF, fonts outlined
- HaveQuantities per flavor
- CheckPantones against brand standard
- MissingSigned color proof on substrate
- MissingUnwind direction and core size
- Get a signed second proof, color on clear film, before we cut plates
- Confirm unwind direction and core size for their applicator
- Verify all 12 dielines match the approved artwork
Internal handoff, Brookside hot sauce labels:
- PO 4821 approved, 12 flavors, ~50k each, clear BOPP, matte laminate.
- Artwork final, but hold plates until the color proof is signed.
- Need unwind direction and core size from the customer's applicator.
Prepress to confirm Pantones and dielines before scheduling press.
Have a workflow like this?
Send the messy email, spreadsheet, form, or handoff that slows your team down. We'll tell you what could be cleaned up with a small tool.
How we work
No long engagements or platform migrations. We build the smallest useful thing, test it on real work, and only keep going if it saves time.
- Pick one painful workflow.
- Watch how your team handles it today.
- Build the smallest useful tool around it.
- Test it with real work.
- Improve only if it saves time.
Who you're actually talking to.
Lookout Software is small and local. When you email, you reach the person who builds the tools, not a support queue or a sales team.
We're based on Lookout Mountain, TN, and work with businesses around Chattanooga and across the Southeast. Prefer to talk it through? Send your number and a good time, and we'll call you.
Have a workflow like that?
Tell us about one painful, repetitive process. We'll tell you honestly whether software can help, and whether it's worth building.