Market Pulse for Pharma — by Ambient Intelligence

Every doctor call, chemist visit, and competitor move — heard at head office.

Your medical representatives see the market before anyone in the office does — prescription shifts, competitor sampling, stock-outs at the chemist. Pulse turns their daily voice notes into structured productivity, operations, and market intelligence, with the exact words preserved all the way to leadership.

🎤 No forms — MRs just talk, in their language
🔒 Verbatim quote behind every data point
🌙 Ready by morning — before the day's calls begin
🎤 142 MRs reporting

Pharma Market Pulse

Live
142MRs active
64%Value-add time
310Signals today
⏱ Productivity
Avg doctor calls / MR9.2
⚠ Operations
Open issues27
"Cardiogard samples out of stock in North zone"
📡 Market Intelligence
Market signals48
"Rival offering 15% extra chemist margin"
🌙 Processed overnight
🔒 Data residency by design
📋 Verbatim audit trail
🩺 Rx-signal ready
⏱️ 99.9% uptime SLA
The last mile is a blind spot

Your MRs know the market. Head office sees a three-week-old summary.

An MR tells their ABM. The ABM summarises for the region. The region summarises for head office. By the time a prescription shift or a competitor scheme reaches brand and sales leadership, it has been compressed, re-worded, and stripped of the specifics that made it useful.

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MRs don't fill in DCRs honestly Busy, mobile, multilingual. Daily call reports get skipped, back-filled, or faked — so the structured data is thin and late.
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Fidelity dies in the hierarchy A doctor's exact objection becomes “some resistance in the territory” by the time it reaches brand team.
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The signal is unstructured The field speaks in stories — not in the categories a brand analyst or a trade-marketing dashboard can work with.
Leadership flies on lagging data The freshest read on prescriptions and competitor activity sits in MRs' heads, never asked for in a form they'll actually complete.
9:41●●●●●
FP
PulseRamesh · MR, North Zone
Pulse · Daily check-in
Hi Ramesh 👋 How did your day go? Just send a voice note — in any language you like.
6:10 PM
0:52
Hindi + English · “Dr. Mehta ko detailing kiya, Cardiogard likhne ko ready hai…”
6:12 PM
✓ Received · we've got this
0:37
“Chemist ne bola competitor ne 15% extra margin scheme di hai…”
6:48 PM
✓ Received
Thanks Ramesh! You'll see your day summarised by morning 🌙
7:32 PM
Next morning · on the dashboard
Ramesh's day — structured
PROD8 doctor calls · 62% value-add time
OPSSample shortage flagged — Cardiogard
MKTCompetitor 15% margin scheme @ 3 chemists
One conversation, three lenses

Every day's voice notes become three streams of intelligence

One end-of-day conversation from each MR, turned into three parallel structured views — the shape of the field day, the friction slowing it down, and the earliest read on the market.

⏱️

Productivity

The MR's day rebuilt as a timeline — doctor calls, chemist visits, CME engagement, sample distribution — split into value-adding detailing versus travel, waiting, and admin. Managers finally see the shape of a field day, not just the call count.

⚠️

Operations

Every blocker the MR mentions, captured and categorised — sample shortages, stockist credit blocks, unclear incentive schemes, expiry and returns, portal issues. Recurring friction becomes a visible, countable queue instead of vanishing into one-to-one calls.

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Market Intelligence

Competitor detailing and sampling, new-molecule launches, doctor loyalty and prescription shifts, generic substitution, pricing and margin schemes — pooled from hundreds of MRs. Your earliest, first-hand read on the prescription market, every single day.

The daily loop

The rep does one effortless thing — talk

Pulse works through the channel your field force already uses all day: WhatsApp. No forms, no new app to learn, no language barrier.

1

A gentle nudge

Once a day, at a time that suits each team, the rep gets a simple prompt: share your day.

2

They talk, in their own language

Free-form voice notes in whatever language, dialect, or code-mixed way they actually speak. Every note is acknowledged the moment it lands.

3

Overnight, it makes sense of it

After the day closes, all of a rep's notes are processed together in a single pass — the day understood as one continuous story, not fragments.

4

By morning, it's intelligence

Structured, categorised, and on the right dashboard — ready before the working day begins, with the exact quote kept behind every data point.

Pharma use cases

Purpose-built for the medical field force

Each signal is categorised the day it's spoken and drillable back to the MR's exact words — real analytics on the market, not a survey nobody filled in honestly.

Productivity
🩺 Doctor engagement quality

Reconstruct which doctors were detailed, on what, and how the conversation went — value-add detailing time separated from waiting-room and travel time.

Call qualityValue-add timeCoaching input
Operations
💊 Chemist & stockist stock-outs

Every out-of-stock SKU an MR reports at a chemist or stockist is captured and pooled — supply gaps surface as a national queue, not scattered complaints.

Stock-outsSupply gapsSKU-level
Market Intel
📡 Competitor scheme radar

Rival margin schemes, gifts, and sampling spotted by MRs on Monday land on the trade-marketing board Tuesday morning — mapped by territory.

Competitor watchTrade schemesTerritory map
Market Intel
📈 Prescription shift signals

Early, first-hand read on doctors switching molecules, generic substitution, and shifting loyalty among key prescribers — before it shows in secondary sales.

Rx trendsLoyalty shiftEarly warning
Operations
🎁 Incentive & scheme confusion

When MRs are unclear on their own incentive or a doctor scheme, it's flagged and counted — so sales ops fixes the communication, not just the number.

Scheme claritySales opsFriction queue
Productivity
🗓️ Coaching from the day-graph

Each week the platform drafts a factual coaching note per MR — an observation from their own day, a peer comparison, and one testable suggestion for the ABM to review.

Weekly briefEvidence-based1:1 ready
Intelligence at every level, from one source

The same truth, presented for each audience — without re-keying or re-summarising

The hierarchy still organises people; it no longer filters the information. Head office looks at the same signals the rep spoke, aggregated — not a manager's interpretation of a manager's interpretation.

The MR: a weekly personal snapshot & private history
The ABM: a live team view & per-rep 1:1 brief
Sales & trade marketing: national issue roll-ups
Brand & leadership: a live prescription-market board
Drill down to the original field observation
Filterable by region and time
Built-in trust & data quality

Numbers that never overstate what the field actually said

Intelligence is only useful if it is honest about its own limits. Pulse is designed so the picture stays trustworthy as it scales.

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Only accounted time is measured

If a rep describes half their day, the activity mix is calculated on the part they narrated — a separate coverage indicator flags how much of the day was described. A partial story never distorts the picture.

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Uncertainty is shown, never hidden

When the platform infers a time or can't cleanly reconcile overlapping activities, it flags the block as low-confidence rather than quietly guessing.

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Categories evolve without rewriting history

As the business learns, category frameworks can be refined. Past records keep the labels they were captured under until a deliberate reclassification is run — so trends stay comparable.

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Privacy & residency by design

Voice and transcripts serve only your organisation, never train outside systems. Recordings are retained for a limited window then auto-deleted, and data stays within the required region.

"A competitor's new chemist-margin scheme, spotted by one MR on Monday, was on our trade-marketing board on Tuesday — not in a regional summary three weeks later. We're reacting to the market in days now."
National Sales Head — Pharmaceutical Company

Hear your prescription market, every morning

See how Pulse turns your medical field force's daily voice notes into decision-ready pharma intelligence — with the MR's own words preserved to the top.

Request a Demo →