SENGO · THE COMPLETION LAYER

They said yes.
Then nothing happened.

Expensive decisions get made across several conversations, then quietly unmade in the days after. Sengo works the gap between yes and started — one person at a time, in the way that person needs.

COHORT NUDGE · DAY 062 BUYERS · SAME INQUIRY

Both booked the same ₹42,000 programme. Neither has started. Same day-6 nudge.

BUYER Awants the model
“You’re six days in and haven’t done session one. Two things usually cause that: the slot doesn’t work, or you’re not sure it’ll work for you. If it’s the second — here’s the four-week data for people who started where you did.”
WantsThe mechanism, and the downside stated out loud
RejectsEncouragement before evidence. Reads as pressure.
BUYER Bwants precedent
“Haven’t seen you start yet — completely normal, most people take a week or so. Ritu signed up three weeks before she began and finished the whole thing. Want me to just put you in the same Tuesday slot she used?”
WantsSomeone like them who did it, and an easy first step
RejectsData. Reads as being managed.
Classified from the conversation · no form, no questionnaire
Graded on
Started
not booked, not replied
Held back
Half
your cohort, untouched
Live in
7 days
no ops hire
You pay
Only if it moves
against your own baseline
THE GAP
AFTER YES, BEFORE STARTED

Everyone measures the yes.
Nobody owns the week after it.

Your funnel stops at conversion. But a ₹30,000 programme isn’t bought in one moment — it’s bought again every day until the person actually begins. Between the yes and the first session, doubt comes back, and nobody is there when it does.

Honest default: These are category defaults, not your numbers. On the call we swap in yours — and if your gap turns out to be small, I’ll say so and you shouldn’t buy this.

COHORT DECAY MODEL · 100 COMMITTED BUYERS

Watch post-commitment silence build across days 0 → 30.

Day 0 (Commitment)Day 14Day 30 (Defaulted)
Active: 86%Drifted (Never Started): 14%
RECOVERABLE · CONSERVATIVE
5.04 L/month
AT 20% RECOVERY ON NEVER-STARTED

Deliberately conservative. The real ceiling is higher; this is the number I’d bet on.

WHAT DRIFT ACTUALLY LOOKS LIKE

Nobody decides to drop out.
They just stop replying.

There is no cancellation, no complaint, no moment anyone could point to afterward. Each step is small enough to ignore, and the sum of them is your churn number.

Businesses blame the customer for drift they caused.When someone goes silent after committing, they didn’t suddenly lose interest or become “not serious.” They were handed uncalibrated communication at the exact moment they needed reassurance.

SPECIMEN DRIFT LOG · CASE: ARVIND MEHTA
Day 0Said yes. Paid.
Day 2Asked one question. Answered 9 hours later, generically.
SENGO INTERCEPT · DAY 02 · IN 14 SECONDSADAPTED INJECTION

“Arvind, the intake prep takes 12 minutes, not two hours. Most founders fit it between evening calls. Want me to ping you the three quick checklist items here so you don’t have to wade through the portal?”

Why this worked: Classified as time-compressed and sensitive to administrative friction from Day 0 syntax. Delayed FAQ links instantly trigger decision exhaustion.

Day 6Opened the app. Didn't book.
Day 9Reminder sent. Same template as everyone.
SENGO INTERCEPT · DAY 09 · RE-CALIBRATIONADAPTED INJECTION

“Hey Arvind, noticed you haven’t locked in session one yet. Perfectly fine — we reserve buffer slots specifically for late starters. If your week is jammed, want me to move your start date to next Tuesday so it feels clean?”

Why this worked: Rejects generic nag reminders which read as pressure. Requires autonomy preservation and guilt-free rescheduling to prevent silent ghosting.

Day 14Went quiet.
Day 30Never started. Counted as churn, filed as "not serious."
Outcome without Sengo: 100% lossWith Sengo: Intercepted before Day 09
WHAT’S UNDERNEATH

The model reads.
It doesn’t decide.

Every other assistant hands raw text to an LLM and asks it to judge a person. This doesn’t. Classification is retrieval against a corpus hand-typed by trained operators — the model’s job is reading, not judgement. Confidence is the degree to which independent layers agreed, not a model marking its own homework.

ZERO OPERATIONAL FRICTION

Only needs text you already have. Nothing you’d have to start collecting.

STAGE 01 · FINGERPRINT.

Compresses raw customer syntax into a single numerical embedding before any generative model touches it.

VIDEOAUDIOTEXTBEHAVIORALMULTIMODAL SIGNALFINGERPRINT
STAGE 02 · TRIANGULATE.

Cross-retrieves against a ground truth corpus hand-typed by trained operators — validated across independent layers.

VECTOR EMBEDDING SPACEOPERATOR-TYPED CORPUSLAYER ALAYER BTRIANGULATED
STAGE 03 · RESOLVE.

Collapses the 2,048 candidate cognitive space down to one calibrated framing structure for the outbound reply.

Proprietary elimination2,048 / 2,048
Resolved
CONFIDENCE RESOLUTION TRACKER
“It sharpens as the thread continues rather than being one-shot.”
3–4 messages
30%
Partial read — enough to shape a reply
~1,000 words
100%
Full architecture (11 binary dimensions)
THE OFFER

You pay if completion moves.
You don’t if it doesn’t.

Half your incoming cohort runs through Sengo; half runs through your existing pipeline, untouched. We run for thirty days. At the end, you measure completed onboarding across both halves against your historical baseline. If the test group didn’t beat the control, you pay nothing and keep the classification data.

How could this lose? It converts pricing from a monthly SaaS overhead into an underwritten experiment. You aren’t subscribing to software — you are securing an option on net completion lift.

PERFORMANCE SETTLEMENT MATRIX

30-day comparative outcome vs. unadapted baseline control.

ZERO DOWNSIDE RISK
OUTCOME DELTA
SENGO BEATS CONTROL (↑)
SENGO MISSES CONTROL (↓ / ↔)
Completion RisesNet Lift Observed
Agreed % of liftYou pay only out of verified net revenue gain above baseline.
₹0 invoiceZero fee. You retain all buyer type classifications for free.
Completion Flat (↔)No Delta vs Baseline
Not applicable if completion didn’t move.
₹0 invoiceIf completion remains flat, you owe absolutely nothing.
Data retention: 100% yours in all casesRisk underwritten by Mahakram
INTEGRATION & BOUNDARIES

Where it sits, and
what it refuses to do.

Most AI assistants try to own the entire journey, inevitably blundering into moments requiring human weight. Sengo binds strictly to your existing messaging channels to run completion workflows — and intentionally steps aside the instant an interaction requires human authority.

RAPID BINDING PROTOCOL7 DAY ROLLOUT

No technical integration overhead or dedicated ops staffing required. Works across WhatsApp, Email, and CRM systems with built-in rollback guardrails.

DIVISION OF LABOUR CONSOLE
AUTOMATED EXECUTION VS. HUMAN AUTHORITY HELD BACK
WHAT SENGO OWNS (THE GAP)100% AUTOMATED
01

Post-Commitment Follow-Through

Unsticking stalled intake prep and guiding committed buyers across the silence of week one.

02

Cognitive Doubt Calming

Observing unspoken hesitation in raw text and matching exact analytical depth or human precedent.

03

Frictionless Rescheduling

Detecting decision fatigue and proactively adjusting start dates without nagging or guilt.

04

Native Channel Binding

Operates directly within your existing WhatsApp, Email, and SMS flows — zero app installs.

Target: Post-commitment retentionActive across week 01
STRICT BOUNDARIES (ESCALATED)HUMAN WEIGHT REQUIRED
EX_01

Commercial & Price Negotiation

The instant a buyer asks for non-standard discounting or custom terms, automation ceases and hands off to your closer.

EX_02

Clinical or Financial Advice

Zero generative guesswork on professional diagnostics, medical regimens, or regulatory compliance opinions.

EX_03

Policy & SLA Overrides

Cannot unilaterally amend refund schedules, contracted onboarding deadlines, or cohort capacity constraints.

EX_04

High-Friction Escalations

If distress or frustration signals are observed, Sengo instantly suspends itself and elevates the thread with complete diagnostic logs.

Protocol: Instant silent releaseFull diagnostic handoff
BOOK A DEMO

Fifteen minutes.
You leave knowing the monthly number.

We walk it live — a real conversation, classified in front of you, on your vertical. Bring your enquiry volume and your close value and we put your rates into the model above, then tell you which of the three leaks is costing you most. If it’s small, we’ll say so and you shouldn’t buy this.

CALL AGENDA · EXACT TIMING15:00 TOTAL
00 – 03 MINS

Baseline Model Setup

We input your live monthly volume and programme value directly into the cohort decay model.

03 – 10 MINS

Live Vertical Walk-Through

Real conversation simulation and 11-dimension cognitive classification on your specific industry vertical.

10 – 15 MINS

Honest Appraisal

If your calculated completion gap turns out to be minor, we say so directly and tell you not to buy.

Sengo — named for the honeyguide, the bird that leads you to the hive and waits at every stop.

DIRECT INTAKE PORTAL

Send the form and we come prepared — or take a calendar slot directly.

Optional context (helps us prepare your live numbers)

We walk it live on your numbers. No signup, no card.