⚠ Synthetic demo data. AI-disclosed voice agents for the Van Dhan (VDVK / PMJVM) programme. MSP rates are the GoI-notified floor prices from a researched knowledge base — validate against the official TRIFED / State MFP Federation list. No Aadhaar / bank / OTP collected.
MSP queries / week
18,240
▲ 22% this week
Haat procurement logged
412 t
▲ ₹4.9 Cr value
Below-MSP entries caught
37
flagged for review
Defunct kendras surveyed
286 / 340
84% of dormant list
MSP queries & haat procurement
10 weeksMost-asked produce
MSP lineLive now
MSP line
62 calls in progress
Revival bot
outbound batch running
Avg wait
~0 s · toll-free IVR
Languages
Hindi · Gondi · Santali · Oraon
This week's signal
Middleman gap closing +18%
Where gatherers checked the MSP line before selling, the average rate paid at haats rose toward the MSP floor — the information monopoly is breaking.
Guardrails
AI disclosure
100%
Rates grounded (RAG)
KB only
Aadhaar/bank asked
Never
Escalation
SIA / VDVK
The official MSP-for-MFP rate list the voice agent reads to gatherers, per kg. MSP is the legal floor price — a trader cannot buy below it. Source: GoI-notified MFP list (2024-25) via the State MFP Federation; verify before real use.
MSP-for-MFP rate board
₹ per kg · spoken in local language| Forest produce | हिंदी | MSP (₹/kg) | Category |
|---|
Real-time inventory of Minor Forest Produce procured at haats, voice-logged by state procurement agents through the same line. Gives the department live visibility of stock and value.
Total procured (season)
412 t
Procurement value
₹4.9 Cr
Active haats
124
Gatherers paid
31,400
Procured volume by produce
tonnesProcurement value by district
₹ lakhInventory by produce
against MSP floor| Produce | Procured | MSP (₹/kg) | Avg rate paid | Value | vs MSP |
|---|
Every purchase a procurement agent voice-logs at a haat. The agent reads each entry back for confirmation, and the system flags any rate paid below the MSP floor.
Voice-logged procurement
Click a row for the log transcript| Time | Haat | Produce | Qty | Rate paid | MSP | Flag |
|---|
Dormant / defunct Van Dhan Vikas Kendras surveyed by the outbound diagnostic bot, with the pinpointed root cause of failure. Click a row for the diagnostic call.
Dormant kendras
340
Surveyed by bot
286
84% · 0 field visits
Willing to revive
71%
Avg field-audit saved
₹0
no travel needed
Defunct kendra roster
Click a row for the diagnostic thread| Kendra / SHG | District | Status | Root cause | Revive? |
|---|
The data-driven triage map: what is actually killing the kendras, so the department deploys the right intervention — instead of a blanket, guess-based response.
Root-cause breakdown
286 surveyedRecommended intervention
Capital delay · 34%
→ Release pending working-capital tranche; fast-track SIA disbursal
Equipment · 24%
→ Repair / replace processing units; AMC with local vendor
Market linkage · 19%
→ Onboard to Tribes India / e-marketplace; buyer tie-ups
Leadership · 14%
→ SHG mediation + fresh office-bearer election
District triage map
dominant cause per district| District | Dormant | Surveyed | Dominant cause | Willing | Priority |
|---|
Scale the revival sweep
demo projection · pilot rates held—
Diagnostic calls
—
Kendras triaged
—
Field visits avoided
—
Revival candidates
वा
वन धन वाणी · MSP Line
Inbound MSP discovery + haat log · Live
Voice
Kanika — warm, natural (Hindi, female)
Access
Toll-free IVR · basic feature phones
Languages
Hindi + tribal dialects (Gondi, Santali…)
Knowledge base
Van Dhan MSP & VDVK Guide RAG · grounded
Serves
Gatherers (MSP) + procurement agents (haat log)
Guardrails
AI-disclosed · MSP=legal floor · no invented rates
सा
वन धन सहेली · Revival Bot
Outbound diagnostic survey · Live
Voice
Kanika — warm, patient (Hindi, female)
Mode
Automated outbound to dormant SHG members
Languages
Local dialects
Goal
Pinpoint one root cause of failure
Captures
Status · cause · detail · willingness to revive
Guardrails
AI-disclosed · no promises · warm, one Q at a time
Revival diagnostic — call flow
outbound · ~3 min
पहचानidentify member→
केंद्र चालू?active / dormant→
कारणequipment/capital/…→
पुनरुद्धार?willing to revive→
धन्यवादclose, no promise
MSP line system prompt
excerptतुम "वन धन वाणी" हो — VDVK / PMJVM की MSP डिस्कवरी लाइन की AI आवाज़।
• संग्राहक किसी वनोपज का भाव पूछे — Knowledge Base की रेट सूची से सही MSP प्रति किलो बताओ, फिर याद दिलाओ कि यह कानूनी न्यूनतम है, इससे कम पर कोई नहीं खरीद सकता।
• खरीद एजेंट हाट खरीद दर्ज कराए — हाट, वस्तु, मात्रा, चुकाया भाव क्रम से पूछो और दोहराकर पुष्टि करो। भाव MSP से कम हो तो साफ़ फ़्लैग करो।
• जो भाव KB में न हो, मनगढ़ंत मत बताओ — नज़दीकी वन धन केंद्र की दिशा दो।
• तुम एक AI आवाज़ हो — शुरुआत में साफ़ बताओ। आधार/बैंक/OTP कभी मत माँगो।
Call history
Click a row to open the transcript| Time | Line | Caller | Type | Duration | Outcome |
|---|