AI WhatsApp Agents
Qualify leads, answer FAQs, capture structured data, and hand off to humans when needed.
Conversation flowsTool useCRM handoff
AI agents that ship. Automation that scales.
Production-grade AI Agents for real-world operations.
b-3 Data designs, builds, and deploys secure AI systems that handle conversations, documents, and dark data end-to-end—so your team moves faster with less overhead.
Fast delivery
Weeks, not quarters
Production-ready
Secure, observable, resilient
Agent-first
Tools, memory, and guardrails
Powered by leading AI technologies
We integrate with the latest LLMs and SLMs from leading AI providers
What we offer
We build AI agents and automation that remove busywork and increase throughput—without adding operational risk.
OCR & Image Recognition
Extract fields, classify images, and detect entities with high accuracy and robust fallbacks.
InvoicesReceiptsEntity extraction
Email Triage & Classification
Auto-label, route, summarize, and prioritize incoming mail using your policies and SLAs.
SummariesRoutingPolicies
Dark Data Scraping
Turn messy web data into structured datasets—then trigger automations downstream.
EnrichmentValidationETL
Automated Sales Outreach
Generate personalized outreach sequences with compliance-aware guardrails and tracking.
PersonalizationComplianceAnalytics
Lead Sourcing & Enrichment
Scrape and enrich lead contact information from sources like LinkedIn and company sites.
Data sourcesScoringCRM sync
What we build
Practical, ROI-driven systems for revenue, ops, and support.
Inbound lead capture
WhatsApp agent qualifies, books meetings, and pushes clean data into your CRM.
Document processing
OCR extracts fields, validates against rules, and routes for exceptions only.
Support triage
Email classification + summarization reduces response time and keeps SLAs intact.
Sales outreach engine
Scrape leads, enrich contacts, and launch measured outbound with guardrails.
Rapid app development
Need a dashboard, internal tool, or workflow app to run everything? We build and deploy full applications quickly—production-grade and secure.
Time-to-first-demo
5–10 days
Deployment
CI/CD ready
Observability
Logs + metrics
How it works
Fast demos, clear milestones, and production-ready delivery.
1
Discovery & scoping
We define success metrics, data sources, and guardrails for your environment.
2
Prototype
A working agent/demo fast—validated with real inputs and edge cases.
3
Hardening
Retries, rate limits, monitoring, and human-in-the-loop paths where required.
4
Deploy & iterate
Secure deployment, measurable improvements, and continuous optimization.
Secure by design
We build with production constraints in mind: least privilege, data minimization, and operational safety.
Guardrails
Policy checks, tool constraints, and safe fallback behaviors to prevent costly mistakes.
Observability
Structured logs and metrics so you can see what the agent did, and why.
Reliability
Retries, queues, and idempotency where needed—built to survive real-world failures.
Compliance-aware
PII minimization and careful data handling across ingestion, processing, and storage.
Ready to automate something?
Tell us what’s slowing you down. We’ll suggest a simple plan and timeline.
Demo ideas
Tell us what you want to automate and get demo ideas + next steps in minutes. No back-and-forth.
Demo ideas
Mode: lead-qual
Privacy: no secrets