AI systems for business

AI that reads, writes,
and reasons.

Custom AI built around real work — parsing RFPs, drafting proposals, classifying documents, and answering questions from your own data. Not a widget on your homepage. A tool your team actually uses.

AI vs automation

Different problems.
Different tools.

Automation follows rules on a schedule — send this email, route that form, log that task. AI handles unstructured input — a 40-page RFP, a pile of client documents, a messy email thread — and produces something useful.

AI systems

  • Reads PDFs, emails, and scans
  • Extracts requirements and deadlines
  • Drafts proposals, quotes, and summaries
  • Answers questions from your documents
  • Gets better with your feedback
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Workflow automation

  • Sends confirmations and reminders
  • Routes forms to the right inbox
  • Runs checklists on schedule
  • Syncs data between tools
  • Fires the same way every time

What we build

Six ways businesses use AI today.

RFP & proposal systems

Upload an RFP or tender document. AI extracts requirements, deadlines, and scoring criteria — then drafts response sections from your past wins and capability library.

Document intelligence

Invoices, intake forms, contracts, and client uploads — classified, key fields pulled out, and missing items flagged before a human opens the folder.

Knowledge search

Staff ask questions in plain English — SOPs, policies, product specs, past project notes — and get answers sourced from your internal docs, not the internet.

Content generation

Product descriptions, menu copy, service pages, and SEO drafts — generated from bullet points or spreadsheets, in your voice, ready for a quick human review.

Inbox triage & summarization

Long email threads and inquiry inboxes — summarized, categorized by intent, and surfaced with the details your team needs to respond fast.

Business data Q&A

Ask questions of your sales, booking, or inventory data in natural language — "Which SKUs moved fastest last quarter?" — without building a dashboard first.

Real-world examples

What this looks like in your industry.

Every business has different paperwork and bottlenecks. Pick yours to see a concrete AI application — then run the demo.

Trades & Contractors

Municipal RFP response assistant

A 60-page HVAC maintenance tender lands in your inbox Friday afternoon. Instead of a weekend of manual reading, AI extracts every requirement, deadline, and mandatory certification — then drafts your capability statement from past submissions.

  • Requirement checklist generated in minutes, not hours
  • Compliance gaps flagged before you commit resources
  • First-draft sections pulled from your winning proposals
  • Your estimator reviews and edits — AI does the heavy reading
RFP intake workspace Ready

Input

City of Hamilton — HVAC Maintenance RFP.pdf

62 pages · uploaded 4:18 PM

AI output

Press "Run the demo" to watch AI process the document.

Spotlight

How an RFP system
actually works.

The most common AI build for trades, consultants, and agencies bidding on contracts. Here is the flow from document to draft response.

01

Upload & parse

RFP, tender, or scope document goes in. AI reads the full text — tables, appendices, fine print — and structures it.

02

Extract & checklist

Deadlines, mandatory forms, insurance minimums, scoring weights, and submission format become a working checklist your team can assign.

03

Draft from your library

AI pulls from your past proposals, capability statements, and case studies — drafting sections that match the RFP's language and criteria.

04

Human review & submit

Your team edits, prices, and approves. AI cut the reading and first-draft time — you keep quality control and the final sign-off.

More examples

Beyond RFPs — AI across the operation.

Accountants & bookkeepers

Client document intake

A client drops 30 files in a shared folder. AI sorts T4s, receipts, and bank statements, flags what's missing against your checklist, and pre-labels everything for review.

Retail & e-commerce

Catalog content at scale

200 SKUs from a supplier spreadsheet. AI writes product titles, descriptions, and meta tags in your brand tone — your team approves in batch instead of writing from scratch.

Restaurants & cafés

Supplier invoice processing

Weekly invoices from three distributors. AI extracts line items, matches against your inventory sheet, and flags price changes or quantity anomalies before they hit your books.

Events & venues

Inquiry → event brief

A long email about a corporate retreat. AI pulls date, headcount, AV needs, catering preferences, and budget signals into a structured brief your sales team can quote from.

Any team with SOPs

Internal knowledge base

New staff ask the same questions for months. AI searches your handbooks, training docs, and process notes — answers with citations, not guesses.

Owners & managers

Weekly business digest

AI reads your booking exports, CRM notes, and inbox summaries — produces a Monday morning brief: what moved, what stalled, what needs a decision.

How we build it

Scoped to one problem first.
Expanded when it works.

01 · Discover

We pick one high-friction task

RFP responses, document intake, catalog writing — one workflow where AI saves real hours, not a vague "AI strategy."

02 · Prototype

We test on your actual documents

Your RFPs, your invoices, your product data. We tune accuracy before anything goes near your team or clients.

03 · Deploy

We ship with guardrails

Human review steps, access controls, and audit trails built in. AI accelerates the work — your people stay accountable.

Ready to explore AI

What document or task
eats your week?

Tell us the bottleneck. We'll tell you if AI is the right tool — and what it would take to build.