Bespoke AI Agents That Run Complex Business Operations

Move beyond toy chatbots. We engineer custom agentic workflows that integrate directly into your database, CRM, and APIs to automate internal labor-heavy processes.

48-hour kickoff SLA
OWASP bank-grade security review
10+ yr senior engineering lead

The Root Problem

Why Simple Zapier or Chatbots Fall Short

1

Brittle No-Code Breakages

Complex multi-step Zapier or Make workflows break constantly when third-party APIs change or when responses exceed token limits.

2

Hallucinations & Untrusted Data

Standard ChatGPT wrappers hallucinate client details, invoice numbers, or product policies when not grounded in deterministic business logic.

3

Lack of Human-in-the-Loop Validation

Sending unreviewed AI outputs directly to high-value customers or financial systems creates immense brand and legal liability.

4

Siloed Systems & Data Leakage

Manual copy-pasting between spreadsheets, CRMs, and support software wastes dozens of team hours every single week.

Our Engineering Blueprint

Our Agentic Engineering Methodology

We pair seasoned enterprise engineering craft with modern AI acceleration to ship high-performing systems safely.

01

Process Mapping & Feasibility Check

We analyze your internal operations to identify high-ROI automation targets where LLMs provide high leverage without operational risk.

02

Deterministic Tool-Calling Architecture

We build robust backend agents using Claude / OpenAI APIs with structured JSON outputs, strict Zod validation, and error recovery fallbacks.

03

Human-in-the-Loop Approval Flows

We engineer clean internal dashboards or Slack interfaces that allow your human team to review, approve, or adjust actions before execution.

04

Enterprise Security & Audit Logging

Every AI decision, tool call, and API execution is logged in your secure database with zero customer data shared for model training.

Scope & Artifacts

What You Receive

  • Custom LLM agent with structured tool-calling
  • Integration into your PostgreSQL database, CRM, or Slack
  • Human-in-the-loop review interface or Slackbot commands
  • Token & compute-efficiency audit for minimal API cost and latency
  • Automated fallback handling & rate-limit resilience
  • Detailed API documentation and admin controls
Typical delivery timeline:2 to 4 weeks

Stack & Tooling

Technologies We Deploy

Claude 3.5 / GPT-4o APIsPython / TypeScriptLangChain / LangGraphPostgreSQL / pgvectorSlack APIFastAPI / Next.js
Flexible Monthly PlanNo lock-in contract
Rs. 45,000/ month (LKR)

Rebalance capacity between web, mobile, AI automations, and growth marketing every month.

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