Diwali 2026 is 42 days away. Here’s how to get ready.

Last Diwali the sugar ran out at 7:05 pm and 55 desserts were turned away. Foresight remembers every festival (what ran out, what was wasted, who was short-staffed, what customers asked for) and plans the next one from it.

No plan yet for this festival.

Same AI, different memory

Each plan saw the same stock and suppliers. Only what the agent remembers changes.

No memory

Same agent, empty memory

Not planned yet.

After 1 season

Remembers Dussehra & Diwali 2024

Not planned yet.

After 2 years

Remembers every festival since 2024

Not planned yet.

The full plan

Every order, what to expect, menu moves and risks.

Stock today· nothing under 3 days of cover · milk, mutton, chicken delivered dailyShow all 10

Sugar

18 kg · 9.0 days left

Ghee

9 kg · 7.5 days left

Khoya (mawa)

3 kg · 5.0 days left

Cashew

4 kg · 8.0 days left

Paneer

12 kg · 3.0 days left

Milk

40 L · delivered daily

Mutton

14 kg · delivered daily

Chicken

22 kg · delivered daily

Basmati rice

60 kg · 4.3 days left

Sweet boxes (500g)

40 pcs · 13.3 days left

Press “Plan all three” or Run on “After 2 years” to see the plan.

The memory behind it

Teach it something new, see what it has learned, and the history it plans from.

Teach Foresight

Things sales data never shows: what customers asked for, what suppliers told you, what went wrong.

What it has learned

Beliefs Hindsight formed from raw events, most relevant to this festival first. The bar shows how many memories back each one.

No observations yet - run the seed script.

Diwali playbook

A Hindsight mental model: a living summary rewritten from memory.

Generating…

Memory feed

restOS events and Foresight’s own plans, retained with their real dates.

23 Oct 2025summary
Diwali 2025 revenue ₹8.9L vs ₹6.4L in Diwali 2024 (+39%). Dessert revenue +62% year on year, driven by kaju katli boxes.
23 Oct 2025outcome
Diwali 2025 capacity outcome: 22 staff on 20 Oct was still short between 8 and 10pm; the wait peaked at 30 minutes (50 in 2024) and 5 groups left. The online store stayed up at 7x normal orders, and 310 scheduled pre-orders spread the peak. Priya: 25 on the floor would have been right.
23 Oct 2025outcome
Diwali 2025 outcome vs plan: 41 of 45 kg sugar used - no sugar stock-out (2024 ran out). Kaju katli: 38 walk-in boxes plus 120 corporate. 186 of 200 sweet boxes used. The 20% paneer cut was right: zero paneer waste. Miss: ghee short by about 3 kg.
20 Oct 2025stockout
Ghee ran out at 9:30pm on Diwali, 20 Oct 2025. We used 15 kg over 4 days against 12 kg stocked; jalebi was paused for the last hour.
17 Oct 2025lost demand
Three companies, including a Hitec City IT firm, ordered 120 kaju katli boxes for employee Diwali gifts in 2025. All three asked us to take bookings earlier next year - one had to split its order with another shop because we confirmed late.
16 Oct 2025supplier
Balaji Traders raised cashew 18% (₹980 → ₹1,160/kg) the week before Diwali 2025. Deccan Wholesale Mart quoted ₹1,040/kg, so we bought 8 kg cashew from Deccan.
14 Oct 2025supplier
Balaji Traders was late again before Diwali 2025 (ordered 10 Oct, arrived 14 Oct), but it did not matter because we ordered a week early.
8 Oct 2025plan
Foresight plan for Diwali 2025 capacity: roster 22 staff on the peak evenings (18 regular plus 4 temporary hires), ask restOS to pre-scale the online store for 18 to 22 Oct, and turn on scheduled pre-orders to spread the peak.
8 Oct 2025plan
Foresight plan for Diwali 2025, based on Diwali 2024: order 45 kg sugar, 12 kg ghee and 10 kg khoya by 11 Oct (a week early); keep Deccan Wholesale Mart as backup; add 500g kaju katli boxes; order 200 sweet boxes from PackRight; cut paneer by 20%.
5 Nov 2024staff note
Priya (manager): for Diwali we need at least 24 people on the floor on the two peak evenings, plus 2 extra delivery riders, and restOS must pre-scale our online store before the rush.
5 Nov 2024staff note
Ravi (head chef): next Diwali we must order sugar, ghee and khoya a full week early, keep a backup dry-goods supplier, and add kaju katli boxes to the menu.
4 Nov 2024summary
Diwali 2024 summary (29 Oct - 2 Nov): revenue ₹6.4L vs ₹4.1L for a normal 5 days. Desserts +210%, biryani +60%, paneer mains −15%. Biggest misses: sugar stock-out, no kaju katli, sweet boxes ran out.
4 Nov 2024waste
Paneer waste after Diwali 2024: 8 kg expired (~₹2,700). We bought 26 kg expecting a rush, but during Diwali customers ordered sweets and biryani and paneer mains actually fell 15%.
2 Nov 2024supplier
Imran bought 10 kg sugar from a local kirana at ₹58/kg (Balaji price ₹44/kg) as an emergency top-up on the morning of 2 Nov 2024.
1 Nov 2024stockout
Ghee was down to 1.5 kg by the night of 1 Nov 2024 and head chef Ravi rationed it for jalebi. Diwali ghee use ran about 2.5x normal.
1 Nov 2024lost demand
After sugar ran out on 1 Nov 2024, about 55 dessert orders (kheer, gulab jamun, double ka meetha) were turned away - roughly ₹9,500 of lost revenue.
1 Nov 2024capacity
Only 16 of 18 rostered staff turned up on 1 Nov 2024 (two travelled home for Diwali). The wait for a table reached 50 minutes and 14 walk-in groups left.
1 Nov 2024capacity
Our online store went down for 42 minutes (7:30 to 8:12pm) on 1 Nov 2024 when online orders hit 6x normal. About 60 online orders were lost, roughly ₹38,000.
1 Nov 2024stockout
Sugar hit zero at 7:05pm on 1 Nov 2024, the second day of Diwali. We used about 32 kg between 29 Oct and 1 Nov versus 8 kg in a normal 4 days. Kheer, gulab jamun and double ka meetha came off the menu for the night.
1 Nov 2024stockout
Sweet boxes and takeaway dessert containers ran out on the afternoon of 1 Nov 2024; 12 takeaway sweet orders were refused.
31 Oct 2024lost demand
At least 40 customers between 28 and 31 Oct 2024 asked for kaju katli, which is not on our menu. Several wanted 500g–1kg boxes to take home.
29 Oct 2024supplier
Balaji Traders delivered the sugar and cashew order 2 days late (ordered 25 Oct, due 27 Oct, arrived 29 Oct). Begum Bazar wholesalers are overloaded the week before Diwali.
28 Oct 2024lost demand
Around 15 walk-in and phone customers asked whether we sell Diwali sweet gift boxes for corporate gifting. We do not offer them.
25 Oct 2024staff note
Imran (store keeper): ordered 25 kg sugar for Diwali week from Balaji Traders - a normal week plus 5 kg.