axon. explainable intelligencev3
tenant · staging ·
01 monday · 06:42 IST · bangalore

Good morning, Priya.

CMO of a six-brand cloud-kitchen group across Bangalore, Pune, and Mumbai. Last week's revenue closed +12.4%. Before her coffee is made, three questions are queued in her head: why, what now, and where do we stand.

She opens axon.

what she sees
02 06:43 IST · the surface

Three lenses on one canvas.

Priya sees three views on the same underlying state. Explain shows the why behind any number. Act shows what to do this week. Understand shows where the business stands. She switches between them with a single click. She lands on Explain by default — that's where her morning question goes.

lens · Explain
"Why did revenue grow this week?"
answered 06:51
revenue · this week +12.4% w/w
₹4.82 Cr
Of the lift: +9.2pp from competitor's discount ending. +3.2pp from an IPL-final overlap (correlated, not yet causal). Click any number to see its trace.
ForecastReading delivery telemetry · last 7 dayslive
CompeteBurger King 20% off — expired 2 days agonoticed 06:48
CMO BrainTested the alternative: would revenue have grown anyway? It would not have.06:50
VerifyCross-checked against finance ledger and aggregator reports06:51
Each line above is a graph node Priya can open. The agents are working in the background while she reads — when she has more questions, the answers are already on their way.
"What should I do this week?"
recommendations · sim-validated
Promote Pizza family bundle to peak-hour slot in Bangalore
+₹24L
conf 0.62
Drop base price on Veg Biryani (-12% projected margin impact)
+₹19L
HITL required
Pause Chinese brand in Pune (currently lowest 28-day margin)
−₹12L
HITL required
Smaller actions ship the moment Priya taps approve. Larger actions — price drops, kitchen pauses — wait for a human. Her thumb is the safety valve.
"What's the state of the business?"
six metrics · live
revenue 28d ₹17.4 Cr +8.1% vs prior
aov ₹462 +₹14 vs prior
orders 28d 3.77 L +5.4% vs prior
aggregator mix 62 / 38 Swiggy / Zomato
attach rate 28% +3pp vs prior
refunds 2.4% +0.4pp · audit
Each tile is live. Click to expand the metric. Hover to see what changed since yesterday.
03 06:51 IST · why?

She asks: why did revenue grow?

axon. traces the answer in front of her. The big number on the left is the outcome. The middle layer is what moved — orders, AOV, channel mix. The right layer is what actually caused the move — competitor exits, ranking shifts, attach-rate uplift. She can hover any node to see its path. She can click replay to watch the trace again.

Trace 06:51 · 47 seconds · 9 nodes
tenant: zerOm/cmo complete
builds up to builds up to builds up to caused · 81% caused · 74% linked · 44% linked · 38% caused · 69% the question Revenue, this week +12.4% what moved Order volume +8.6% what moved Avg order value +₹14 what moved Channel mix +3pp Swiggy competitor event BurgerKing 20% off — expired d-2 +5.4pp from this aggregator change Swiggy ranking shift · d-5 +3.2pp from this calendar overlap IPL final — Sunday +1.4pp · linked, not causal weather Rainfall · Bangalore-East +0.8pp · linked, not causal product attach Veg-Biryani add-on uptick +2.1pp from this
Priya can replay this trace any time, share it with her team, or open any node to drill in.
builds up to caused by related to (not yet causal) Hover any box to follow its path
04 07:08 IST · she acts

She picks one. axon. asks her to confirm.

Priya switches to the Act lens. Four recommendations, ranked by projected lift. She picks the strongest — re-running last quarter's BurgerStack discount, deliver-only, seven days. axon. doesn't ship it on its own. Her thumb is the safety valve.

recommendation 1 of 4 confidence 0.79
Re-run BurgerStack discount — 15% off, 7 days, deliver-only
projected lift
+₹38L
margin impact
−2.1pp
window
May 19 → 25
Why we're asking. This action ships a price change above your auto-run threshold, so axon. waits for your tap. Smaller actions — copy tweaks, channel rebalancing under 5% — go live the moment you approve them.

She taps approve. The discount is live by 07:11. axon. logs who, when, and why.

05 11:47 IST · while she's in a meeting

A pattern Priya didn't ask about.

Priya is in a partnership review. axon. is still working. It notices something a dashboard would not have flagged: across the last 28 days, Pune Veg-Biryani refund requests are up 12% — but only on Saturdays, only between 21:30 and 23:00, only from the late-night dispatch slot. None of her dashboards would have surfaced this. It puts the finding on her queue.

noticed at 11:47 · low priority · waiting for you
Saturday-night refund spike — Pune, Veg-Biryani only
Refunds up +12% in this 90-min window across the last four Saturdays. Could be packaging holding under late-night humidity, could be a single delivery rider, could be stale rice from the dinner batch. axon. has three suggested questions ready.

No alert. No interruption. Just waiting when she's ready.

06 19:14 IST · end of day

The lift came in.

Last week, when Priya approved the BurgerKing competitor-window discount, axon. predicted +₹28L lift with 0.74 confidence. Tonight, the order ledger reconciles. The next time a similar pattern appears, axon's confidence shifts a little — because it learned from yesterday.

last week's decision · closed loop
axon. predicted
+₹28L
actual lift
+₹31L
confidence then
0.74
calibrated to
0.78
Priya doesn't need to read this. axon. updates the model on its own. The next time she approves a similar action, the projection will be a touch closer to reality — because last week's truth is in the graph now.
07 eighteen months later

It is another Monday. Her coffee is being made. The morning is faster than it used to be.

Eighteen months in, Priya barely thinks about how axon. answers — she just expects it to. The questions she asks are better. The trace of how every revenue number got there is in the graph. When her CFO asks where a 4% margin shift came from in March, she doesn't go looking. She opens the trace.

Her team uses the same surface. New hires onboard against real decisions and their real outcomes, not screenshots from a deck. The graph keeps growing. Mondays keep getting quieter.