An AI agent development company that ships real systems
We design, build and operate autonomous AI agents that take real actions in your stack — with guardrails, evals and cost control engineered in from day one.
What this means for your business
Most agencies will demo a chatbot in a week and leave you holding a prototype that breaks the moment real users touch it. We are an AI product studio — we run our own production AI products serving real, paying customers every day — so we build agents the way we build our own systems: with retries, evals, fallbacks and full observability.
An AI agent does more than answer questions. It calls your APIs, queries your databases, fills forms, escalates to humans and completes multi-step work. That is where most teams fail, because tool-use and state management are hard. It is exactly the engineering we do for a living.
You get a single accountable partner who scopes the outcome, builds the system, instruments it and stays on to operate it. The goal is measurable: fewer manual hours, lower error rates and a faster path from idea to production.
What we build
Tool-using agents
Agents wired to your APIs, databases and SaaS tools that complete real multi-step tasks, not just chat.
Human-in-the-loop
Approval gates, confidence thresholds and escalation paths so an agent never takes a risky action unsupervised.
Evaluation harness
Automated eval suites that score accuracy and regressions on every change before it reaches production.
LLM cost control
Model routing, caching and prompt compression to keep token spend predictable at scale.
Observability
Per-step tracing, latency and failure dashboards so you can see exactly what the agent did and why.
Operate & iterate
We stay on after launch to monitor, tune and extend the agent as your workflows evolve.
Implementation details
| Capability Parameter | System Specification |
|---|---|
| Orchestration | Tool-use loops with planning, retries and deterministic fallbacks |
| Models | Frontier + open models, routed per task for cost and accuracy |
| Stack | Next.js, TypeScript, serverless functions, vector + relational stores |
| Integrations | REST/GraphQL APIs, webhooks, CRMs, ERPs and internal systems |
| Engagement | Fixed-scope build (4–10 weeks) then optional operate retainer |
| Typical budget | ₹20L–₹50L / $20k–$60k per production system |