Plain language → secure SQL
Ask in natural language. The agent writes parameterized, single-statement, read-only queries — never guesses, never writes.
Ask your operational data in plain language. Vak Agent plans the queries, runs them safely, and answers with the evidence.
#8 — heinous crime FIRs
💬 Assistant
Found 42 FIRs matching is_heinous_crime = 1
and arrest_made = 0.
Linked 112 call IDs shown where available. Want a district-wise count next?
Ask in natural language. The agent writes parameterized, single-statement, read-only queries — never guesses, never writes.
Plans multi-step queries, iterates until the answer holds, and returns evidence with next-action recommendations.
Answers come from your records — not hallucinations. Retrieval over structured operational datasets.
Download any conversation as CSV or generate a 24-hour, read-only share link.
Every conversation is saved, searchable, and archivable. Role-based visibility built in.
Read-only access, role-based visibility, session auth and error monitoring — enterprise-grade from day one.
Vak Agent can sit on your website, WhatsApp, phone calls, email, and Slack, grounded in the same permissions, audit trail, and operational data.
* Additional channel available as a custom feature.
Built for teams comparing enterprise AI search tools like Glean.
Search is only the start. Vak Agent also executes governed workflows, calls tools, follows up across channels, and stays deployable in your own environment.
Embed Vak Agent on your website or internal portal so teams can ask questions without leaving the page.
Answer field teams and customers over WhatsApp, with every thread tied back to the same governed knowledge layer.
Let users call and talk to Vak Agent by voice. The bot can listen, answer, and log the conversation like any other channel.
Turn inbox requests into grounded answers, routed follow-ups, and auditable responses from your own data.
Bring operational answers into Slack channels for fast internal support, lookup, and escalation.
A short call is the fastest way to see if Vak Agent fits your workflow.
Each persona changes how the agent reasons, what it surfaces, and the queries it suggests.
Fast case lookup & station-level operations.
Response monitoring, escalations, priority calls.
Supervisory review, district trends, SLA breaches.
Case linkage, related records, deep dives.
Vulnerability monitoring & crime tracking.
Officers query FIRs, 112 emergency calls and citizen complaints in plain language — across stations, districts and time ranges — with admin analytics on top.
112
Emergency calls
Logs, response times, dispositions, linked FIRs.
FIR
First Information Reports
Crime class, arrest & chargesheet status.
⚖
Complaints
Grievances, resolution times, satisfaction.
112 Calls
500
FIRs Registered
500
Complaints
500
Open Complaints
170
Station Activity by Record Type
Avg 112 Response Time by PS
Minutes · top 10 stations
Outstanding ₹12,400 · auto-reminder
Reminder drafted
Namaste 🙏 Your outstanding balance is ₹12,400, due 12 June. Reply PAID once settled or tap to pay.Assistant
Sent via WhatsApp. I'll follow up by call if there's no reply in 48 hours.
The same agent runs receivables end to end — it looks up each account's outstanding and due dates, then follows up in the customer's language over WhatsApp, email, and live two-way AI phone calls. Reminders go out on an automatic daily schedule, every touch logged for audit.
Not just collections — Vak Agent adapts to bespoke operational workflows: onboarding nudges, renewals, support triage and more.
☎
AI voice calls
Two-way phone calls — it speaks, listens and replies.
↗
Omni-channel
WhatsApp, voice, email & web chat in one thread.
⏰
On schedule
Automated daily reminders — no manual chasing.
📊
Collection analytics
Outstanding buckets, recovery trends & audit trail.
We will map one real workflow, identify the connected systems, and show where the agent can answer, escalate, or follow up safely.
Sensitive records demand more than a chatbot. Vak Agent is engineered so it can only ever read, never expose, and always account for what it did.
The agent issues parameterized, single-statement queries. It reads your data — it can never write, update or delete.
Every user sees only what their role and region allow. Admin modules are guarded end to end.
Answers are grounded in real records and cite their source — never invented.
Every message, query and outbound action is logged for compliance and review.
Encrypted sessions, signed inbound webhooks, and continuous error monitoring.
Self-host on your own infrastructure, or let us run it. Your records never leave your control.
Start with the complete one-time package. Special features, integrations, and bespoke workflows can be quoted separately.
Whole package. Buy once, self-hosted, yours forever.
For bespoke features, special integrations, and workflow changes.
Monthly. We host, scale & maintain.
An agentic AI that answers questions about your operational data in plain language and acts on them — across web chat, WhatsApp, email and live phone calls. It plans the queries, runs them safely, and replies with evidence.
It is read-only by design. The agent issues parameterized, single-statement queries and can never write, update or delete. Access is role-based, every action is logged for audit, and you can self-host it entirely within your own infrastructure.
Anything behind a connector — SQL databases, REST APIs, spreadsheet exports and message queues. It learns the shape of your data at connect time, so it adapts to your schema instead of forcing a fixed one.
Both. Buy the one-time license and run it on your own cloud, or choose managed deployment and we host, scale and maintain it for you — same product, two operating models.
Pricing is tailored to your deployment and data volume. Start with a one-time license today; managed monthly hosting is coming soon. Contact us for a quote.
Yes. The same agent runs in production for police forces (querying case records) and for finance teams (running multi-channel payment collections).