Engineering8 min read
Building AI Agents for Production: Lessons from the Field
What we've learned deploying autonomous AI agents in real business environments—from architecture decisions to guardrails that actually work.
Dec 15, 2025
Stage 2·Teams formalising their technology stack
Move beyond the prototype.
We help teams build production-ready products with clean architecture, proper testing, and deployment pipelines that support growth.
99.9%
uptime SLA
10x
faster deploys
85%
test coverage
< 200ms
response time
Common challenges at this stage
01Scaling beyond MVP
02Establishing engineering practices
03Building reliable infrastructure
04Balancing speed with quality
What you'll achieve
01
Production-ready product
Ship a reliable, performant application that handles real-world traffic and edge cases gracefully.
02
Scalable architecture
Design systems that grow with your business—from hundreds to millions of users without rewrites.
03
Automated deployment pipeline
Deploy with confidence using CI/CD pipelines that test, build, and release automatically.
04
Comprehensive test coverage
Catch bugs before users do with automated testing across unit, integration, and end-to-end levels.
How we work together
01
Architecture Design
Design scalable system architecture that supports your product requirements and growth trajectory.
02
Development Sprints
Iterative development with regular demos, testing, and stakeholder feedback.
03
Infrastructure Setup
Production-ready cloud infrastructure with CI/CD, monitoring, and security controls.
04
Launch Preparation
Load testing, security audits, and documentation to ensure a smooth production launch.
Relevant services
View all servicesFrequently asked questions
Timelines vary based on complexity. A typical product takes 3-6 months from architecture to launch. We deliver in phases so you see progress and can course-correct early.
Yes. We can augment your team, work alongside your developers, or take full ownership of specific components. We adapt to what works best for your organization.
We recommend stacks based on your specific needs—team familiarity, performance requirements, and long-term maintainability. We're not dogmatic about tools.
Security is built into every layer from day one. We implement industry best practices for authentication, data protection, and can help with SOC 2, GDPR, HIPAA compliance requirements.
Is your organization ready for AI?
Take our free 40-point assessment and find out in 10 minutes.
Case Studies
Products we've designed, built, and shipped for teams across industries.
IInsights
From our team
View allStrategy10 min read
From MVP to Scale: Technical Decisions That Matter
The architectural choices you make in your MVP will haunt you—or help you—when you need to scale. Here's how to get them right.
Nov 28, 2025AI/ML9 min read
RAG Beyond the Basics: Advanced Retrieval Strategies
Vector similarity search is just the beginning. Here's how to build RAG systems that actually work for complex enterprise use cases.
Nov 10, 2025Ready to start building?
Share your project details and we'll get back to you within 24 hours with a free consultation—no commitment required.
Registered Office
Boolean and Beyond
825/90, 13th Cross, 3rd Main
Mahalaxmi Layout, Bengaluru - 560086
Operational Office
590, Diwan Bahadur Rd
Near Savitha Hall, R.S. Puram
Coimbatore, Tamil Nadu 641002