Teenva AI & Digital Ventures builds AI agents for enterprises and product teams from Bangalore, India—systems that plan, call tools, and complete multi-step tasks across your CRM, ERP, email, and custom APIs—with human approval on sensitive actions, full audit trails, and observability.
Single-turn chatbots stop at text. Teenva agents combine RAG, structured tools, and orchestration—alongside custom chatbot UIs when users need dialog and workflow automation when flows are mostly deterministic.
Build your AI solution with us
AI agent development—planning, tool use, approval gates, and tracing for production business agents.
What an AI agent does (vs a chatbot)
| Capability | Chatbot (typical) | AI agent |
|---|---|---|
| Turns | 1–N messages in thread | Multi-step run with internal plan |
| Tools | 0–2 simple calls | Many APIs with retry and error handling |
| State | Conversation memory | Task state + checkpoints |
| Duration | Seconds | Minutes (async jobs) |
| Output | Text to user | Actions + summary (ticket created, row updated) |
| Risk control | Refuse topics | Approval gate before write actions |
Agents shine when work spans systems—not when users only need a FAQ answer. Pair with custom chatbot for dialog and RAG enterprise search for knowledge retrieval.
Example agent workflows
| Agent | Steps (simplified) | Human gate |
|---|---|---|
| Sales research | Fetch lead → enrich → summarize → draft email → create CRM task | Approve send |
| Support triage | Read ticket → search KB → propose reply + label | Agent approves reply |
| Invoice ops | Parse doc → match PO → post draft in ERP | Finance approves post |
| Travel ops (scoped) | Check policy → search inventory API → hold booking | User confirms pay |
| Recruiting (scoped) | Score resume → schedule interview slot → email candidate | Recruiter approves |
| Marketing (scoped) | Pull analytics → suggest budget shift → draft report | Manager approves |
Domain-specialized agents link to vertical pages—e.g. sales copilot, invoice processing.
Tools & integrations
| Tool category | Examples |
|---|---|
| CRM | Zoho CRM, Salesforce (scoped) |
| ERP / accounting | Invoice create, payment status (scoped) |
| Email / calendar | Draft send, meeting book (scoped) |
| Search / RAG | Enterprise search |
| Internal DB | SQL read (scoped), parameterized only |
| Webhooks | Trigger workflow automation |
| Messaging |
Tools are explicitly registered—agents cannot call arbitrary URLs.
Safety & production controls
| Control | Implementation |
|---|---|
| Allowlisted tools | Schema-validated inputs per tool |
| Read vs write split | Writes require approval or role |
| Budget limits | Max steps, max tokens, timeout per run |
| Idempotency keys | Safe retries on CRM create |
| Tracing | OpenTelemetry-style span per step |
| Replay/debug | Re-run failed step after fix |
| Eval scenarios | Golden tasks before deploy |
| Sandbox | Staging tools with fake data |
Features we implement
Agent runtime
Planner + executor loop with checkpointsTool SDK
Wrap your REST APIs as typed toolsApproval inbox
UI for managers to approve/reject actionsAsync jobs
Long runs via queue; notify on completionMulti-agent (scoped)
Researcher + writer sub-agents with supervisorMemory (scoped)
Task-scoped only—not unbounded personal dataEmbed in product
API POST /agents/{id}/runs for SaaS product embedsCost dashboard
Token spend per agent, per customer (scoped)
AI agents vs platform siblings
| Product | Focus |
|---|---|
| AI agent development (this page) | Multi-step tool-using runs |
| Custom AI chatbot | Conversational UX for users |
| RAG enterprise search | Retrieve and cite knowledge |
| Workflow automation AI | Deterministic BPMN-style flows |
| AI automation platform | Umbrella admin for bots + agents + workflows |
Agents without approval gates are liability.
We default to human confirm on every write tool—until you explicitly promote an action to auto.
Why Teenva AI
Production agent patterns
Retries, tracing, approvals—not notebook demosIntegration depth
API integration, Zoho connectors, and custom app builds in one team50 domain products
Reuse tool patterns from travel, fintech, accountingHonest autonomy
Semi-autonomous with gates beats “fully autonomous” hype
Integration depth spans API integration, Zoho, and custom software.
Delivery process
Discovery
Task to automate, systems, risk tier
Tool inventory
Read/write APIs, auth, test accounts
Happy path design
Steps, failure branches, approvals
POC agent
1 tool read + 1 tool write with approval
Eval tasks
20 scenarios with expected outcomes
Hardening
Timeouts, retries, logging
Pilot users
Ops or sales team limited rollout
Expand tools
Add systems incrementally
Operate
Monitor cost, failure rate, drift
Approval inbox
Managers review pending agent actions—approve CRM updates, email sends, and ERP posts before they execute in production.
- Queue of pending write actions with context and diff
- Approve, reject, or edit before execution
- Audit trail tied to user, agent run, and tool call
- Role-based visibility for finance, ops, and sales leads
Related AI platform solutions
Build your AI agents
Planning, tool use, approval gates, and tracing for production business agents—10–14 weeks typical for first production agent.
Build your AI solution with us
Ready to take your business to the next level?