Invoices, sales, and bank transactions flow automatically from a folder into QBO. Query revenue, A/R, inventory, and margin from Telegram in plain English.
Not a tool your staff runs — a layer the owner operates. Data entry by AI, decisions by you.
Mission
Operations that work the way you do. Financials that speak for themselves.
"Revenue is vanity, profit is sanity, cash flow is reality."
An accountant gives you a P&L once a year. Staff give you fragments. The system fills the space between — data by AI, decisions by you.
Revenue, costs, and margin update daily. Ask Telegram "P&L this week?" and get an immediate answer. No waiting for the accountant's monthly close.
Receivables aging tracked automatically. Customers past 60 days flagged. Optional auto-reminder emails or messages. Ask "who's past 60 days?" and get the list in seconds.
Inventory turnover and safety-stock alerts. Loss and shrinkage detected automatically. Catches the silent leaks that show up as "missing food cost" on annual P&Ls.
See which menu items, SKUs, or customers actually make money. Raise prices on or drop the low-margin ones. Push the high-margin ones. Decide with data, not feel.
Automatic reconciliation of POS sales against bank deposits. Missing cash expenses flagged. Payroll cost tracked, labour-cost ratio surfaced. 13-week cash forecast included.
Not "how's the business doing?" but "margin dropped 6% last week — why?" Owners who see daily decide daily. Issues get caught the week they appear, not the year-end.
Most AI tools look the same after six months. Our system accumulates domain knowledge every day — and the API cost stays flat.
Orders · invoices · quotes · inquiries · documents — anything that arrives as free text.
The 1,161 entries above are the product of K1. The same philosophy runs through B2B distribution, Realtor-OS, Mortgage, and Cash Flow Forecast — every project we build.
We don't build AI models.
We architect data so AI knows your company deeply.
Figures measured from a live B2B Korean meat-distribution client ($15M revenue) production database on 2026-05-22. Re-verifiable next quarter.
Data entry, classification, and reconciliation run automatically through AI. The owner asks questions in Telegram and gets answers. QBO and your accountant stay in place.
Queries are submitted through the messaging platform the team already uses. No additional application needs to be opened, and information is accessible from any location with messaging access.
A single codebase. Domain DB swapped per vertical. Patterns discovered in one vertical transfer ~50% to the next.
406 vendors, 701 products. Next.js + Prisma + Groq. Six order channels integrated. Zoho auto-sync.
Bilingual EN/KO inbound voice + morning SMS briefing. Five-minute rule + after-hours inquiry automation. RECO/CRTC/PIPEDA from day one.
Trilingual KR / EN / ZH. Shares ~70% of Realtor-OS codebase (Supabase · Groq · ORS · Whisper · Vapi).
Email quotes auto-parsed, per-vendor margin comparison, pricing-negotiation data. Operations tool for Daehan International.
Diagnostic across SR&ED · IRAP · BDC LIFT · Ontario CIT. Bilingual i18n. Client onboarding tool.
Same architecture, different domain DB. 200K+ Canadian solo professionals as TAM.
No rip-and-replace. We connect what you have over APIs and pull the data into one place.
Tools not listed above can also be integrated via API, CSV import, or email parsing. The free diagnostic reviews the existing toolset for each engagement.
US-style AI companies move fast, settle later, and end up tied to lawsuits. Canada is different — RECO, CRTC, and PIPEDA are entry-gate requirements, not optional add-ons.
Founded 2024 · $401M revenue in 2025. AI × thin architecture, 250,000 customers in one year. But also: FDA warning + 100,000+ class action — no investment in regulatory infrastructure, AI hallucination, AI-generated fake doctor profiles. AI speed plus regulatory safety — we choose both from day one.
AI disclosure plus recording consent at the start of every call. Protects the realtor's license.
Without an opt-in DB entry, the outbound API returns 500. CASL violation is technically impossible.
US region usage disclosed to client. Retention policy documented. Breach notification within 72 hours.
Caller decline triggers immediate termination. Every transcript stored with an audit log.
Prices, addresses, dates, times, and distances are sourced from APIs only. The LLM is enforced at the code level to never "estimate" facts. MedVI's chatbot fabricated prices that the company then had to honor — we make that mistake structurally impossible. A 2026 KAIST study (Prof. Baek Se-bum, Nature) showed AI hallucination is an intrinsic limit of current models — systems without a verification layer are not operable. We bake that layer into the architecture from day one.
Lawyer consultation ($1.5K~3K) closes Phase 0 — RECO disclosure obligations + CASL review. Quarterly RECO / CRTC guideline monitoring. Annual internal PIPEDA audit.
Automation engineers are typically unfamiliar with accounting workflow; accounting professionals typically lack system design experience. The intersection of the two skill sets is uncommon in the market.
Large enterprise core implementation, highly specialized vertical software, and businesses under 12 months of operating history are not our wedge but remain open to discussion. During the 30-minute diagnostic, if the owner is not committed to using the system directly, we decline the engagement — tools alone do not change operational behavior.
The Canadian grant landscape changes frequently. We handle eligibility assessment, application packaging, and post-claim documentation, and we monitor closed programs for reopening. Status as of May 2026:
A 35% cash refund on R&D spend that resolves technological uncertainty. Arm's-length contractor expenditures qualify at 80% of cost; the R&D portion of that base receives the 35% rate.
A digital-transformation loan from BDC. This is a financing instrument rather than a grant, offered at a low interest rate, unsecured, with an initial interest-only period. AI track up to $2M; productivity track up to $5M.
National Research Council R&D funding. Reimburses 80% of salaries and 50% of contractor costs. Primarily reduces vendor-side R&D risk, with indirect client benefit through pricing flexibility. AI Assist stream available separately.
Ontario small-business corporate tax rate reduced by approximately 30%, effective July 1, 2026. No application required — the rate is applied automatically at corporate tax filing on the first $500,000 of eligible income.
A digital-adoption plan developed with a Digital Adoption Consultant. Prerequisite for the TDP. Currently closed at OCI. We monitor for reopening and notify clients on standby.
A 50% matching grant for SMBs that have completed DMAP. Historically the largest direct-to-client grant in this set. Currently closed at OCI. Application package preparation begins immediately on reopening.
* SR&ED claims are filed after fiscal year end and are subject to CRA review for CCPC status, arm's length, and R&D eligibility. DCC TDP is currently closed at OCI; on reopening, the client files directly (with DMAP completion as a prerequisite). BDC LIFT is a separate financing track. All refunds and loans are subject to government and lender review and are not guaranteed.
Walk through current flow, painful points, and existing tools. Confirm fit first.
The highest-priority workflow is delivered as a functional prototype. Implementation decisions are based on a working demonstration.
Dashboard, plain-English chat, integrations. Grant applications run in parallel.
Monthly review reports and message-based change requests are included. The system is iterated alongside business changes.
From $500K to $30M in annual revenue. Pricing depends on company size and channel complexity. The free 30-minute diagnostic and initial audit determine the right tier.
Revenue $500K–$3M · single channel · 1–10 staff
Revenue $3M–$10M · multi-channel · 10–30 staff
Revenue $10M+ · full ERP replacement · 30–150 staff
The diagnostic reviews the current operational workflow and assesses fit jointly with the client. If JJ Enterprises is not the appropriate partner for the engagement, no proposal will be issued.
Reply within 24 hours on weekdays · EN / KO