Pinelogix CRM

Pinelogix CRM is our own multi-tenant, AI-native CRM platform — a product we own and build, then tailor for each client. We first built it for Parmanand Group to run their student admissions, where it cut average lead response from 14 hours to under 5 seconds and tripled conversions in 90 days. It is now available as a custom CRM for any business that needs to capture, answer, and convert leads automatically.

Most CRMs are filing cabinets — they store contacts and wait for your team to do the work. Pinelogix CRM does the work. It answers every inbound message in seconds with accurate, business-specific information, qualifies the lead, books a callback, and only hands a human the conversations that are genuinely worth their time. Below is exactly what it does, feature by feature, and where each piece earns its keep for a business.

The Problem It Solves

Sales and enquiry conversations now arrive from everywhere at once — a website chat at 2 PM, a WhatsApp message about pricing at 2 AM, a Meta Lead Ad form on the weekend. Every prospect asks the same handful of questions, and the response window is measured in minutes, not hours. The business that replies first usually wins.

Most teams run this on spreadsheets and personal WhatsApp accounts. Leads slip between channels, there is no shared history, no automated triage, and no visibility into who is handling what. Staff burn their day repeating fees, timings, and eligibility instead of closing. Pinelogix CRM closes that gap end to end: capture from any channel, respond instantly with information drawn from your own catalog, qualify automatically, and escalate to a person only when the conversation needs one.

The AI Conversation Engine

This is the heart of the platform, and what makes it different from a CRM with a chatbot bolted on. Every inbound message — from WhatsApp, your website, or Meta Ads — flows through a LangGraph state machine: an eight-stage decision graph that thinks before it replies.

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  Intent classification Every message is read by GPT-4o-mini and sorted into intent — greeting, a real question, a request to talk to a human, or "not interested." The system reacts correctly to "what's the fee?" versus "call me" versus "stop messaging me," instead of replying with one canned script.
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  Smart routing & complaint handling It detects follow-ups, corrections, and complaints ("you already told me that", "I only asked the fee") and keeps the conversation coherent rather than looping. It never mistakes frustration for a request to escalate.
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  Callback collection When a prospect wants a call back, a dedicated flow collects their name, number, and preferred time — and a fast-path optimisation skips the AI entirely once collection is underway, so the exchange stays instant and cheap.
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  Human escalation & lead closing Genuine "I want to speak to someone" requests are handed to a counsellor with full context; clear "not interested" messages close the lead cleanly so nobody wastes time chasing it.
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  Guardrails Every AI answer is validated before it is sent. The bot stays on-brand, refuses to invent facts it cannot support, and never promises something the business did not approve.

Knowledge & Dual-Source RAG

The AI never makes up answers. It draws from your information through a dual-source retrieval pipeline, so replies are accurate, current, and specific to your business.

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  Structured catalog (exact facts) Prices, durations, eligibility, schedules and offers live in a structured catalog. Precise questions get precise, authoritative answers — no approximation, no drift.
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  Vector knowledge base (open questions) Upload brochures, policy docs, FAQs, and guides. They are parsed, chunked, embedded, and stored in a vector database so the AI can answer broad questions ("which course suits me?", "what's your refund policy?") in your own words.
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  Smart query routing & reranking A classifier decides which source a question belongs to, retrieves the best matches, and reranks them so the most relevant context reaches the AI — sharper answers, fewer tokens, lower cost.
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  Hinglish & mixed-language input Real customers type in mixed Hindi-English. The pipeline normalises that before understanding it, so nothing is lost in translation.
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  Versioned, zero-downtime updates Refresh your course list or policy at any time. New knowledge is embedded in the background and swapped in atomically — the bot is never offline and never half-updated.

Omnichannel Lead Capture

Wherever a lead reaches out, it lands in one place and gets answered the same way.

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  WhatsApp Cloud API (official) Two-way conversations on WhatsApp with the AI replying automatically, plus a live chat view where staff can take over. Webhooks are signature-verified and de-duplicated, so messages are never processed twice or spoofed.
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  Bulk WhatsApp campaigns Send approved Meta message templates to thousands of contacts, dispatched in the background so the app stays fast. Track delivery and replies, and let the AI handle the responses that come back.
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  Facebook / Instagram Lead Ads Form submissions flow straight into the CRM through a configurable field-mapping layer and are routed to the right person automatically — no CSV exports, no manual re-entry, no lead going cold.
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  Website chatbot A drop-in chat widget for your site, backed by the same AI engine and knowledge base, capturing leads around the clock and storing the full conversation against the contact.
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  Source tracking Every lead is tagged with where it came from, so you can see which channels and campaigns actually produce customers.

The CRM Core

Underneath the AI is a complete, production CRM that your team works in every day.

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  Leads & unified timeline Every contact has one record with a complete, chronological history — every WhatsApp message, website chat, ad enquiry, note, and call attempt in a single thread. No more "which channel did they message us on?"
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  Visual pipelines Build your own sales stages and move leads through them. Customisable pipelines fit admissions, real estate, clinics, agencies — any process with stages.
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  Assignment rules Automatically distribute incoming leads to the right team member by source, location, language, or round-robin — so leads are owned the instant they arrive, not hours later.
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  Tasks, callbacks & counsellor desk A focused work queue shows each person exactly who to call and when. Callbacks captured by the AI become scheduled tasks, so nothing falls through.
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  Custom fields & saved filters Add the fields your business actually needs, then save filtered views ("hot leads from Meta this week") and reuse them in one click.
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  Import / export & universal search Bring existing data in from spreadsheets with a full history log, export anytime, and find any lead instantly with global search. Phone-number de-duplication keeps the database clean across every channel.

Marketing & Outreach

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  Campaigns Plan, launch, and measure outbound campaigns to segments of your database, with per-campaign performance tracking.
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  Email templates & automations Reusable, branded email templates fire automatically on triggers — a new lead, a stage change, a missed callback — so follow-up never depends on someone remembering.
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  Google Ads integration Connect your ad account to tie spend to real leads and conversions, closing the loop between marketing budget and pipeline.

Automation & Rules

Beyond conversations, the platform runs your operational logic for you. A rules engine and an automation dispatcher let you define "when this happens, do that" — assign leads, send a message, change a stage, trigger an email, schedule a callback — at the workspace level or globally. A built-in scheduler handles time-based actions (reminders, follow-up nudges, recurring campaigns) without anyone lifting a finger.

Analytics & Reporting

An overview dashboard and reporting views show what matters: lead volume by source, response times, conversion by stage, team activity, and campaign performance. You can finally answer "which channel makes us money?" and "where are leads getting stuck?" with data, not gut feel.

Team, Roles & Multi-Tenancy

Add your whole team with role-based access, organised into workspaces. Multi-tenancy is built into the foundation: every record is scoped to a workspace, so a single deployment can cleanly serve multiple branches, brands, or departments with zero data bleed between them. Each workspace gets its own knowledge base, pipelines, rules, and channels — one platform, many isolated businesses.

Built for Production

This is not a prototype. It is hardened to stay up when it matters:

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  Self-healing circuit breakers If an external service (the AI provider or WhatsApp) starts failing, the system trips a breaker, stops hammering it, and recovers automatically — one slow dependency never takes the whole platform down.
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  Rate limiting & abuse protection Every endpoint is rate-limited to absorb spikes and block abuse.
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  Secure by design JWT-based authentication, encrypted sensitive data, and signature-verified webhooks. Customer data stays isolated per tenant and protected in transit and at rest.

The Stack

A domain-driven FastAPI backend (leads, chat, WhatsApp, campaigns, knowledge, automations, placement, email), PostgreSQL for relational data, Qdrant for vector search, Redis for caching, circuit-breaker state and the background job queue, Celery workers for heavy lifting, and a React + Vite dashboard behind Nginx — all containerised with Docker. Focused infrastructure, strict tenant isolation, runs lean.

Who It's For

Any business that lives on inbound enquiries and where speed of response decides the sale:

• Education — coaching institutes, colleges, training centres, study-abroad consultants (admissions, as proven with Parmanand Group)
• Real estate & property — qualifying buyers and booking site visits
• Healthcare & clinics — appointment enquiries and patient follow-up
• Agencies & service businesses — lead qualification and proposal scheduling
• Retail, automotive, finance — high-volume enquiry handling across WhatsApp and ads

The Impact

By automating the entire top of the funnel, human staff only step in once a prospect is warm, informed, and ready to buy. Inquiries that used to sit overnight now get an immediate, context-aware reply drawn from the client's actual catalog — not generic filler. For Parmanand Group, that meant a 14-hour response time collapsing to under five seconds and admissions conversions tripling in 90 days.

"Pinelogix rebuilt how we run student admissions from end to end. Inquiries that used to sit for hours are answered in seconds. It tripled our admissions conversions and lifted a huge load off the team."

Available for Your Business

We built Pinelogix CRM as a product, not a one-off. The same platform — AI conversation engine, dual-source RAG, omnichannel capture, full CRM core, marketing automation, and analytics — is tailored to your catalog, your channels, and your pipeline, whatever industry you're in. We load your knowledge, connect your WhatsApp and ad accounts, configure your stages and rules, and hand you a system that runs itself.

If you want a custom CRM that answers leads in seconds and qualifies them while you sleep, reach out — we'll scope it to your business.