Jupeak AI Engine · Sprint 18

AI that actually reads your ledger.

Not a bolt-on chatbot. Jupeak AI is wired into every schema — lead, voucher, stock movement, WhatsApp message — so its predictions and answers cite the exact row of data behind them.

Try the AI assistant → Read technical brief
4 AI layers · always-on

Not one model. A full AI stack.

Different jobs need different intelligence. We run ML.NET for tabular forecasting, anomaly detection on GL, embeddings for search, and Claude for natural-language reasoning on top.

01 · Predict

ML.NET Forecasting

SKU-level demand forecast, seasonal reorder points, cash-flow projection 90 days out. Trained per-tenant on your data, nightly.

02 · Score

Lead & Deal Scoring

Gradient-boosted model scores every lead 0-100 and every open deal by close-probability. Explainable — shows which features moved the score.

03 · Detect

Anomaly Engine

Watches GL postings, vendor rates, stock movements. Flags duplicate vouchers, vendor-rate spikes, stock-out risk, parties going past due.

04 · Converse

Claude-powered Assistant

Natural-language queries against your tenant. Asks for confirmation before any write operation. Drafts WhatsApp, emails, reports.

In the flow

Every module, smarter.

In Jupeak Stock

"Reorder before you run out"

AI watches sale velocity, lead time, and supplier patterns. Creates purchase orders in draft, ready for your approval.

PREDICT Kurkure 40g · Delhi HQ
Current stock: 142 units
Daily velocity (30d): 27 units
Supplier lead: 9 days avg
Reorder in: 2 days · Suggest 400 units
→ PO draft ready for Bhimji Distributors
In Jupeak CRM

"Who's about to churn?"

AI tracks purchase cadence, payment timing and WhatsApp response rate. Surfaces customers who are slipping before they leave.

HEALTH ↓ 7 parties flagged
Kumar Wholesale · 86 → 61 in 30d
· Orders down -34%
· Last WhatsApp reply: 22d
· AI says: "Send visit. 71% retention lift."
→ Task created for Ritu · Due tomorrow
In Jupeak Books

"Something's off in this voucher"

Spots outlier GL entries, duplicate bills, vendor rates that spike outside normal bands. Before your auditor does.

ANOMALY Purchase #PB-3721
Vendor: Shree Traders
Item rate: ₹142 · usually ₹118-124
Variance: +18.3%
Last rate change: 6 months ago
→ Flagged for accountant review
In Jupeak Connect

"Draft the WhatsApp for me"

AI writes personalised reminders in the customer's preferred language — Hindi, Tamil, Marathi — with their ledger snapshot + UPI QR pre-filled.

DRAFT · HI to Kumar Wholesale
नमस्ते कुमार जी,
आपका ₹94,500 का bill (SI-28903) 47 दिन से पेंडिंग है। UPI से payment करने के लिए नीचे QR scan करें।
धन्यवाद — शर्मा ट्रेडर्स
→ Send now · Schedule · Edit
Transparency

What's actually under the hood.

No black boxes. Here's the real stack behind Jupeak AI.

Reasoning

Claude (Anthropic)

claude-haiku-4.5 for assistant + drafting. claude-sonnet for complex reasoning. Runs per-tenant with row-level security.

Tabular ML

ML.NET

Microsoft ML.NET for forecasting and scoring. Models trained nightly per-tenant. Runs on-prem friendly.

Search

Vector + lexical

Hybrid embedding + BM25 for smart search across invoices, vouchers, tasks. Language-aware across 10 Indian languages.

Your data never leaves India. Tenant isolation enforced at the database row level. Full audit log of every AI action.