Agentic AI Systems
Custom AI agents, LLM integrations, and autonomous decision systems that take action — not just answer.
We build AI systems that plug into the places your team already works — CRM, ticketing, deploy pipelines, support workflows — and do the repetitive decision-making that slows you down. Observable, governable, and designed to improve with use.
Outcome: Systems that act
What we ship
Custom AI Agents
Task-specific agents that execute complex workflows, not just chat.
Agents purpose-built for your domain — support, sales ops, engineering, security triage. Grounded in your data, wired into your tools, and observable end to end.
LLM Integrations
Production-grade LLM tooling bolted onto your existing applications.
RAG, function calling, fine-tuning, prompt-caching, safety layers, and evaluation pipelines — the engineering around the model that makes it safe to ship.
Autonomous Decision Systems
Closed-loop systems that decide, act, and report — with human-in-the-loop where it matters.
Event-driven architectures with LLM reasoning at the core, deterministic tools at the edges, and full audit trails. Built to pass compliance review.
AI Ops & Intelligence Layers
Observability, cost control, and guardrails for the AI in production.
Monitoring token spend, detecting drift, catching prompt injection, surfacing hallucinations, and giving operators the controls they need to run AI as infrastructure.
Why BIPI
- Agents grounded in your data — not a generic ChatGPT wrapper.
- Full observability: prompts, tool calls, decisions, outcomes — logged and auditable.
- Engineering-first — evals, CI, deploy pipelines, and rollbacks on every change.
- Compliance-aware: audit trails, PII handling, and safety layers from day one.
For an engagement scoped to your environment, write to info@bipi.in. We respond within one business day. Read our field notes for examples of past work, our Privacy Policy, and the Terms of Service.