AI · Cloud · Product engineering

AI agents and cloud platforms, built to run in production.

BipTech builds, ships and hands over software for startups and small teams. You own the code, the infrastructure and the documentation.

Book a 20-minute call See how we deliver
  • Fixed scope and price
  • Code in your repository
  • Monitoring from day one

Illustrative trace from a typical RAG assistant. Every system we ship has tracing, logs and alerts from the first deploy.

2weeksBetween working demos, on every project
100%Of code, infrastructure and documentation owned by you
5stagesEach closed with a written exit check
Day 1Tracing, logs, alerts and security scans in place
Services

Five engagements, clearly scoped.

Fixed scope, fixed timeline, a working demo every two weeks. Start with a small project and grow it once it has shown its value.

  • i.

    AI agent and support bot

    Automate one support or operations workflow with an agent that works with your tools. Includes evaluation tests, guardrails and monitoring.

    2 to 4 weeksFixed price
  • ii.

    RAG knowledge assistant

    Cited answers from your own documents, in English and Bangla, with a way to measure answer quality before and after launch.

    3 to 5 weeksFixed price
  • iii.

    MVP build

    Web product on Next.js, Node.js and PostgreSQL, deployed through an automated pipeline and shipped in two-week sprints.

    6 to 10 weeksMilestone pricing
  • iv.

    Cloud and DevOps audit

    Lower your AWS bill, add CI/CD, harden Kubernetes and fix the release process. You get a prioritised plan, then we implement what you choose.

    1 to 3 weeksFixed price
  • v.

    AI discovery workshop

    One week to rank your AI ideas by return and effort, and leave with a scoped plan and estimate.

    1 weekFixed price
Monthly retainer

Ongoing product, AI and DevOps capacity once your first project is live.

Discuss a retainer
Process

How a project runs, every time.

The same five stages, each with a written exit check, so you always know where the project stands and what comes next.

  1. Scope

    Discovery call, written scope, estimate, signed agreement.

  2. Design

    Architecture, data model, threat model and a plan you approve.

  3. Build

    Two-week sprints. CI/CD from day one. A demo after each sprint.

  4. Harden

    Acceptance testing, security scans, load tests, rollback rehearsal.

  5. Hand over

    Go-live, documentation, training and transfer of access.

Standards

Built to run without us.

We design every project so your team, or the next vendor, can take it over on day one.

Secure by default

Dependency, code and container scans in every pipeline. Secrets in a vault, never in the repository.

Observable

Logs, metrics, traces and alerts, with a runbook for each alert.

Cost-aware

Budget alerts and a monthly running-cost sheet from the first deployment.

Tested

Automated tests and, for AI features, an evaluation set that checks answer quality on every change.

At handover

What you receive

  • All source code, in your own repository
  • Infrastructure as code and deployment pipelines
  • Architecture diagrams and decision records
  • API documentation and runbooks
  • Test and security reports
  • Cloud accounts, domains and credentials, rotated and transferred to you
  • Team training and a warranty period for defects
Reference builds

Our approach, in working systems.

Systems we built to show how we work. Client case studies are added here as projects are approved for publication.

Agentic AI · AWS

Agentic operations assistant

A multi-step assistant that reads requests, calls business tools and asks for approval before risky actions. Runs on AWS with full tracing.

Open the demo
RAG · Evaluation

Bangla and English RAG benchmark

A test set and evaluation pipeline for retrieval quality across both languages, used to tune chunking, search and reranking.

Read the write-up
DevOps · Kubernetes

Kubernetes delivery pipeline

A reference setup: GitHub Actions, image scanning, Argo CD and Terraform, deploying to EKS with automatic rollback.

View on GitHub
Leadership
If we are not the right fit for your project, we will tell you on the first call.
BB
Bipro BaraiFounder and engineer · Dhaka, working across time zones
Tools we use

Application

Node.jsTypeScriptReactNext.jsFastifyPostgreSQLMongoDBRedis

AI

LangGraphModel Context Protocolpgvector

Cloud, delivery and security

AWSEKSDockerKubernetesArgo CDTerraformGitHub ActionsJenkinsSonarQubeTrivyOpenTelemetryGrafana
Questions

Before you book a call.

Short answers to what clients usually ask first.

Who owns the code and infrastructure?

You do. Code lives in your own repository, infrastructure is defined as code, and cloud accounts, domains and credentials are rotated and transferred to you at handover.

How is pricing set?

Scoped projects are fixed price. MVP builds use milestone pricing. Ongoing work runs as a monthly retainer. You get a written scope and estimate before anything is signed.

How will we know how the project is going?

You see a working demo every two weeks, and each of the five stages ends with a written exit check.

What happens after go-live?

You receive documentation, runbooks and training for your team, plus a warranty period for defects. If you want ongoing help, we can continue on a retainer.

Do you work with teams outside Bangladesh?

Yes. BipTech is based in Dhaka and works with teams across time zones.

Start a conversation

Tell us what you want to automate or ship.

In 20 minutes we will tell you whether we can help, what it would take and roughly what it costs.

Book a 20-minute call Or write to[email protected]