Bots provide capability.
Workflows organise Steps.
Gateway protects every change.
TAR separates reasoning from authority. AI plans, extracts, and drafts; deterministic Gateway code authorizes and commits. Access language, vision, and voice models at 0% profit markup.
Deterministic by default.
Agentic by choice.
In TAR, Step is the only builder term for work. A Step combines optional Cards, deterministic App functions, and AI help.
Deterministic Steps
Code follows declared actions and transitions. It may invoke bounded AI help for drafting or extraction, but the LLM cannot alter tools, transitions, or financial records.
Agentic Steps
The LLM reasons and selects among strictly allowlisted actions and transitions within a declared budget and timeout. Gateway code still validates and commits every state change.
The 8 Registered Action Primitives Beneath Steps
database Database
Read Data or request official changes through Gateway.
tool Tools
Deterministic math calculations, tax formulas, or API hooks.
skill AI Skills
Bounded AI capabilities with strict input/output schemas.
sandbox Sandbox
Isolated code execution with explicit memory & time limits.
subagent Subagents
Delegate bounded AI work and return results to the Step.
channel Channels
Omnichannel WhatsApp, Telegram, Google Chat, Teams & SMS.
schedule Schedule
Cron triggers, care loops, and appointment reminders.
inbox Inbox
Request human review, confirmation, or 1-tap sign-off.
Standard Bots for
everyday operations.
Build with plain language. TAR drafts the Bot, Workflows, and ordered Steps with human review.
Customer Support Bot
Answers customer inquiries on WhatsApp & Telegram, books appointments, and sends reminders with 1-tap human takeover.
- Receive message
- Extract intent
- Query catalog / slots
- Draft reply
- Gateway audit log
Voice Order Bot
Transcribes customer audio voice notes across 40+ languages (Tamil, Telugu, Hindi, Spanish, English) into verified orders.
- Receive audio note
- Transcribe speech
- Extract line items
- Calculate totals
- Create pending order
Document & Invoice OCR Bot
Scans paper vendor receipts, wholesale bills, and purchase orders. Reconciles line items and inventory automatically.
- Capture bill photo
- Extract table & totals
- Match supplier items
- Reconcile ledger
- Request approval
Commercial Quote & Swarm Bot
Compiles itemized multi-currency proposals, audits financial balances, and runs deep multi-agent competitive research swarms.
- Gather project scope
- Calculate pricing tiers
- Generate PDF proposal
- Deliver via WhatsApp
- Track status
Local POS & Register Bot
Manages store checkout, counter card payments, customer tagging, and inventory deductions running 100% offline on your device.
- Scan barcode
- Compute tax & discount
- Record transaction
- Update local stock
- Issue digital receipt
Web Catalog & Ordering Bot
Generates and deploys fast static web storefronts and booking pages to edge CDNs with direct WhatsApp order routing.
- Read product records
- Compile static pages
- Deploy to edge CDN
- Enable WhatsApp order links
- Monitor traffic
Raw wholesale rates.
0% profit markup.
We pass through exact provider compute costs. 1 Credit = ₹0.10 (10 Paise). Credits never expire.
Typical Active Clinic or Store Usage
1 Cloud Synced Store + 500 WhatsApp AI Replies + 100 Invoice Scans + 20 Quotes + Unlimited Staff
1. Core Workspace Operations
| Action / Capability | Wholesale Rate | Engine | Notes |
|---|---|---|---|
| Offline sales, orders & catalog browsing | 0 cr (₹0.00) | On-Device | Instant local operations (100% Free) |
| Encrypted multi-device sync (Turso) | 1 cr / 600 ops (~₹0.016 / 100 ops) | Cloud Sync | TLS 1.3 edge replication |
| Workspace semantic search & query | 0.02 cr (~₹0.002) | Gemma-4 | 1 credit = 50 queries |
| Automated daily business summary | 0.05 cr (~₹0.005) | Gemma-4 | Daily cash & order roll-up |
2. Customer Messaging & Channels
| Action / Capability | Wholesale Rate | Engine | Notes |
|---|---|---|---|
| Customer WhatsApp / Telegram auto-reply | 0.02 cr (~₹0.002 / reply) | Gemma-4 | 1 credit = 50 replies (0% markup) |
| Multi-language voice note to order | 0.30 cr (~₹0.03 / order) | Whisper Groq | 40+ languages supported |
| Interactive WhatsApp action button dispatch | 0.01 cr (~₹0.001 / msg) | Channel Gateway | Direct API pass-through |
| Automated care follow-up loop | 0.04 cr (~₹0.004 / loop) | Gemma-4 | Post-appointment check-in |
3. Documents, Vision & Auditing
| Action / Capability | Wholesale Rate | Engine | Notes |
|---|---|---|---|
| Paper bill / invoice OCR scan | 0.05 cr / page (~₹0.0052 / pg) | DeepSeek-OCR 2 | 1 credit = 20 pages |
| Full bill audit & stock reconciliation | 0.10 cr / bill (~₹0.01 / bill) | DeepSeek-OCR 2 | Table & line item match |
| Itemized PDF quote & proposal generation | 0.25 cr (~₹0.025 / doc) | DeepSeek-V4 | Custom formatted PDF |
| Financial ledger tax analysis report | 1.00 cr / report (~₹0.10 / report) | DeepSeek-V4 | Comprehensive P&L audit |
4. Autonomous Research & Swarms
| Action / Capability | Wholesale Rate | Engine | Notes |
|---|---|---|---|
| Real-time competitor price lookup | 0.02 cr / item (~₹0.002) | Web Lookup | Live catalogue check |
| B2B verified lead batch | 2.00 cr / batch (~₹0.20 / batch) | DeepSeek-V4 | Verified business records |
| Product photo background cleanup | 1.00 cr / image (~₹0.10 / image) | Vision Agent | Clean catalogue assets |
| Deep autonomous research swarm | 12.00 cr (~₹1.20 / task) | Multi-Agent Swarm | Multi-turn industry dossier |
The Gateway authority
pipeline.
Artificial intelligence never directly writes records, alters permissions, or commits funds.
Agent Proposes
LLM reasons over allowlisted context and selects an allowed action or drafting transition.
Gateway Validates
Gateway checks workspace membership, role, Bot/Step authority, schema, and base version.
Human Approves
High-consequence payments, inventory adjustments, or user changes pause for 1-tap sign-off.
Code Commits
Deterministic code writes official Workspace DB records and logs an immutable audit event.
Deploy your first Bot
in under two minutes.
Install TAR, create a local-first workspace for free, and connect your everyday messaging channels.