KICKSTART, I-10/3 KORANG ROAD
TekReign
/ AI agent development

AI agent development,
built for production

TekReign is an AI agent development company. We design, build and run agents that plan, call your tools and finish multi-step work — support triage, document processing, reporting, operations — with evaluation tests and a human approval step for anything that spends money or changes records.

Book a scoping call
Stack
LangGraph, MCP, Python
Models
OpenAI, Anthropic, open-weight
First step
1–2 week discovery
Typical build
6–12 weeks

What we build

Single agents with tool calling for one well-defined job
Supervisor + specialist multi-agent systems on LangGraph
MCP servers that expose your APIs and databases to agents safely
RAG assistants and copilots over your documents and tickets
Human-in-the-loop approval queues for consequential actions
Evaluation suites, tracing and regression tests for every release

Why it holds up in production

Agents read synced, typed data — not raw scraping at answer time
Deterministic rules decide; the LLM explains and drafts
Every tool call is logged and replayable
Spend and write actions wait for a human
You own the code, prompts, infrastructure and eval suite
/ Built and running

KAMPALO

Supervisor + specialist agents on LangGraph over synced Google Ads, Meta, GA4 and Search Console data. Humans approve anything that spends.

Case study →

AuditQA

Tools-first financial statement review with an LLM cross-check and a learning loop from reviewer feedback.

Case study →

Coppice

Codebase governance for Cursor: an architecture contract that keeps the next coding agent honest. Runs on the developer’s machine.

Case study →
/ How it works
011–2 weeks
Discovery
We map one workflow, its data and the decisions the agent must make. Fixed fee. You keep the written architecture and estimate.
026–12 weeks
Build
Two-week increments to a staging environment you can use from the first cycle. Evaluation runs on every change.
03Ongoing
Run
Monitoring, evaluation and iteration once the agent carries live volume. Hand over to your team or keep us on retainer.
/ Questions

Common questions

What does an AI agent development company do?

It designs and builds software agents that use a language model to plan steps, call tools such as APIs and databases, and complete multi-step tasks. TekReign also builds the evaluation tests, monitoring and approval steps that make an agent safe to run on live data.

How much does it cost to build an AI agent?

Discovery is a fixed fee and ends with a written estimate. Builds are fixed scope against agreed acceptance criteria and typically take 6–12 weeks. The estimate depends on how many systems the agent touches and how strict the evaluation needs to be.

Which frameworks and models do you use?

LangGraph for orchestration, Model Context Protocol (MCP) for tools, and Python services. We use OpenAI, Anthropic or open-weight models (via Ollama or Groq) depending on cost, latency and where your data must stay.

How do you stop an agent from doing something wrong?

Agents only get the tools they need, actions that spend money or change records go to a human approval queue, and an evaluation suite runs on every change. We have run this pattern in our own product, KAMPALO, since launch.

Do you work with companies outside Pakistan?

Yes. Most of our engagements are with teams in the United States, Canada, the United Kingdom and Europe. Scoping calls and stand-ups run in your timezone.

/ Related
AI agent development in Canada →LangGraph development →AI & software development →
Have one workflow in mind?
Tell us the job. We'll scope the agent and send a written estimate.
Start your project