Production-ready autonomous AI agents
Trusted by 100+ innovative teams
What we build
From customer support agents that resolve issues end-to-end, to internal copilots that automate research and reporting. Every agent we build includes safety guardrails, observability dashboards, and human escalation paths so you stay in control.
Built for teams like yours
What you'll get
Agents don't just answer questions — they take action. API calls, database updates, email sends, all autonomously.
Connect your agent to any API, database, or internal system. We define tools with type-safe interfaces.
Agents remember context from previous conversations and learn user preferences over time.
Input validation, output filtering, action limits, and human escalation paths — safety from day one.
Every thought, action, and tool call is logged. Replay any session to understand what happened and why.
Start with one agent, scale to teams of specialized agents that collaborate on complex tasks.
Applications
See how teams like yours are putting ai agents development to work.
An AI agent that resolves support tickets end-to-end — looking up orders, processing refunds, updating accounts, and escalating complex issues to humans.
An agent that searches internal docs, databases, and external sources to compile research briefs, competitive analyses, and due diligence reports.
Qualifies leads, researches prospects, drafts personalized outreach, and schedules meetings — all from a single trigger.
Reviews pull requests for security vulnerabilities, performance issues, and coding standards. Provides specific, actionable feedback with suggested fixes.
Connects to your databases, runs queries, generates visualizations, and writes narrative summaries. Ask questions in plain English, get analyst-grade reports.
Continuously scans documents, communications, and transactions for compliance violations. Flags issues before they become problems.
How we deliver
Define the agent's goal, available tools, guardrails, and success criteria with your team.
Implement the agent with tool integrations, memory, and safety layers. Test with real scenarios.
Ship to production with full observability. Monitor performance, iterate on edge cases, expand capabilities.
Tech Stack
We choose the right tools for your specific needs, not just what's trending. Our stack is battle-tested across hundreds of production deployments.
80%
of support tickets resolved without human
5x
faster research report generation
4-8 weeks
agent to production
AI Agents Development Implementation
Use the same rollout pattern we apply in production programs: architecture review, risk controls, and measurable milestones from pilot to scale.
4-8 weeks
pilot to production timeline
95%+
delivery milestone adherence
99.3%
observed SLA stability in ops programs
Deep dives
Technical articles on building production ai agents development systems.
Deep dive
AI Agents Development is a core capability at Boolean & Beyond. We don't just implement technology — we engineer complete solutions that solve real business problems. Our team in India combines deep technical expertise with practical business understanding to deliver systems that work in production, not just in demos.
We have delivered similar solutions for startups, scale-ups, and enterprises across fintech, healthcare, e-commerce, manufacturing, and SaaS platforms — handling real-world complexity at scale.
End-to-end architecture design that balances performance, maintainability, and cost. We start with your business requirements and work backward to the technology, not the other way around. Every solution includes automated testing, CI/CD pipelines, monitoring, and documentation.
AI-first approach where applicable: we integrate LLMs, computer vision, voice AI, and recommendation engines into business workflows. But we only add AI where it delivers measurable value — not every problem needs a neural network.
Our integration patterns connect with your existing systems: REST/GraphQL APIs, database connectors, message queues, and webhook-based event architectures. We build alongside your stack, not on top of it.
Our standard stack: TypeScript + Next.js for web applications. Python + FastAPI for AI/ML services. PostgreSQL with pgvector for data + vector search. Redis for caching and real-time features. Kubernetes on AWS/GCP for deployment. Prometheus + Grafana for observability.
We choose tools based on your specific constraints — team expertise, existing infrastructure, compliance requirements, and budget. No one-size-fits-all architecture.
For AI-powered features, we implement proper guardrails from day one: input validation, output filtering, hallucination detection, cost controls, and human-in-the-loop workflows for high-stakes decisions.
Discovery Sprint (Week 1-2): Requirements deep-dive, architecture design, and technical spec. You get a clear picture of what we'll build, how it works, and what it costs — before writing a line of code.
Build Sprint (Week 3-8): Iterative development with weekly demos. You see progress every week, provide feedback, and steer the direction. No big-bang reveals after months of silence.
Launch Sprint (Week 9-10): Performance optimization, security hardening, monitoring setup, and production deployment. Team training and documentation handover.
Post-Launch: We don't build and disappear. Ongoing support, optimization, and feature development as your needs evolve. Our retainer clients get priority response and dedicated engineering hours.
Our implementations have delivered measurable business impact: 40% reduction in manual processing time through AI automation. 35% improvement in customer engagement through personalized experiences. 60% cost savings on infrastructure through architecture optimization. 90-day time-to-market for MVPs using our SPRINT framework.
We bring senior-level engineering talent at competitive rates. Our team includes architects with 10+ years of experience building production systems, not junior developers following tutorials. We take ownership of outcomes — your success is our success.
Every engagement starts with a clear scope, timeline, and investment. No scope creep, no surprise bills, no "we need just one more sprint" conversations. If we discover complexity during development, we flag it immediately and discuss options.
Book a free 30-minute technical consultation. Bring your hardest problem — we'll give you an honest assessment of how we'd solve it, realistic timelines, and a clear next step. No sales pressure, just engineering expertise.
Fintech: Automated compliance checking, fraud detection pipelines, and intelligent document processing for KYC/AML workflows. We build systems that process thousands of applications daily with 95%+ accuracy.
Healthcare: Clinical decision support, patient communication automation, and medical record analysis. HIPAA and DPDP Act compliant architectures with proper audit trails.
E-Commerce: Personalized recommendation engines, semantic product search, dynamic pricing algorithms, and conversational shopping assistants that increase conversion by 20-35%.
Manufacturing: Computer vision quality inspection, predictive maintenance models, and production scheduling optimization. Edge deployment for real-time factory floor decisions.
Fixed-scope projects: Clear deliverables, timeline, and investment. Ideal for well-defined features or MVPs. You know exactly what you get and what it costs before we start.
Dedicated team: 2-6 engineers embedded in your workflow for ongoing development. Sprint-based delivery with weekly demos. Scale up or down based on your roadmap.
Technical advisory: Architecture review, technology selection guidance, and hands-on mentoring for your team. Ideal when you have developers but need senior technical direction.
How long does a typical project take? MVPs in 6-8 weeks, production features in 8-12 weeks, enterprise platforms in 3-6 months. We use 2-week sprints with weekly demos so you see progress continuously.
What does it cost? Projects range from ₹10 lakhs for focused integrations to ₹50+ lakhs for full platform builds. We provide detailed estimates after the discovery sprint — no surprises.
Do you support post-launch? Yes. Most clients transition to a maintenance retainer (₹2-5 lakhs/month) for ongoing optimization, bug fixes, and feature additions. We don't build and disappear.
AI agents are autonomous systems that can reason, plan, and take actions to accomplish goals. Unlike chatbots that respond to messages, agents can break down complex tasks, use tools (APIs, databases, code execution), make decisions, and iterate until objectives are achieved. They operate with agency—pursuing goals rather than just answering questions.
Use agents for tasks requiring multiple steps, tool usage, or reasoning loops. Examples: research requiring multiple searches and synthesis, code generation with testing and debugging, data analysis with dynamic queries. Use simple LLM integration for single-turn tasks like classification, summarization, or straightforward Q&A.
We select frameworks based on requirements. LangChain/LangGraph for complex workflows with good observability. CrewAI for multi-agent collaboration scenarios. AutoGen for code-heavy agent tasks. Custom frameworks when we need maximum control over agent behavior. Often we combine frameworks or build custom solutions for specific needs.
We implement multiple safeguards: sandboxed execution environments, action approval workflows for high-risk operations, budget and iteration limits, comprehensive logging for audit trails, graceful degradation when agents get stuck, and human-in-the-loop checkpoints for critical decisions. Agents are designed to fail safely.
Yes. Agents are fundamentally about tool use. We create tool interfaces for your APIs, databases, internal systems, and third-party services. The agent then reasons about which tools to use and when. This means agents can work within your existing infrastructure rather than requiring a complete overhaul.
Explore related services, insights, case studies, and planning tools for your next implementation step.
Delivery available from Bengaluru and Coimbatore teams, with remote implementation across India.
Case Studies
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Boolean and Beyond
825/90, 13th Cross, 3rd Main
Mahalaxmi Layout, Bengaluru - 560086
590, Diwan Bahadur Rd
Near Savitha Hall, R.S. Puram
Coimbatore, Tamil Nadu 641002