alif analytics

AI that takes real work off your team's plate.

What we build

Pick one, or tell us the problem and we'll recommend the right mix.

AI SaaS product development

Products you sell to many customers, built for scale from day one.

What you get
  • Accounts, billing and per-customer data separation
  • Usage limits that keep model costs predictable
  • A roadmap from first version to growth

Custom AI solutions

One-off systems for a specific business problem.

What you get
  • Document processing and data extraction
  • Classification, summarisation and search
  • Integration with your existing software

Corporate AI assistants

Assistants that answer from your company's own documents, with sources.

What you get
  • Retrieval-augmented generation (RAG) with citations
  • Access control so people see only what they should
  • Audit logs and data kept where your policy requires

AI agents and workflow automation

Multi-step automations that do real work and ask before doing anything risky.

What you get
  • Agents that use your tools and systems
  • Human approval for payments, emails and data changes
  • Workflows that resume safely after a pause

MCP servers and AI integrations

Connect AI to your systems once, securely, so any AI tool can use them.

What you get
  • MCP servers for your databases and apps
  • Agent skills for your team's workflows
  • OAuth, narrow permissions and logging

AI evaluation, security and LLMOps

Keep AI systems accurate, safe and affordable after launch.

What you get
  • Test sets and automated evaluation on every change
  • Guardrails and prompt-injection defences
  • Monitoring, cost control and model upgrades

Why most AI projects stall, and how we avoid it

Most AI projects die between the demo and production, usually where one vendor's work ends and another's begins. We own every layer, so nothing falls through the gap.

  1. InterfaceWeb apps, mobile apps, chat interfaces and assistants inside the tools your team already uses
  2. Application and APIsBackends, sign-in and permissions, billing and integrations with your existing systems
  3. AI layerModel selection and routing, prompts and structured outputs, retrieval over your documents, agents and tool use, MCP servers and agent skills
  4. DataDocument pipelines, vector and keyword search, and the databases behind your product
  5. Evaluation and safetyTest sets, automated evaluation, guardrails, prompt-injection defences and privacy controls
  6. OperationsDeployment, monitoring, cost control, model upgrades and ongoing support

How we work

  1. 01

    Discover

    We agree one measurable goal, map the workflow and check the data that exists.

  2. 02

    Prototype

    A working version on your real data, with a test set that shows how well it performs.

  3. 03

    Build and harden

    Security, guardrails, monitoring and cost controls before anything goes live.

  4. 04

    Launch and support

    We ship, measure against the goal, and keep improving or hand over to your team.

Three ways to work with us

Discovery workshop

A focused session to define the problem, the data and the success measure, ending with a clear plan and estimate.

Project build

We design and build a defined product or solution, from prototype to launch, against an agreed scope.

Ongoing partnership

A dedicated team that keeps improving, monitoring and extending your AI systems month after month.

Questions we often hear

How much does it cost to build an AI application?

It depends on scope, data and integrations. After a short call we send a written estimate. A discovery workshop is the fastest way to get a reliable number.

Can you work with our existing systems?

Yes. Most of our work connects AI to systems companies already run, through APIs, databases or MCP servers.

Where is our data stored, and who can see it?

We design around your policies: data can stay in your cloud or region, access follows your permissions, and nothing is used to train public models.

Do you work with clients outside Pakistan?

Yes. We work remotely with clients abroad and in person across Rawalpindi and Islamabad.

Which AI models do you use?

We choose per project after testing: hosted models when quality matters most, open models when cost, privacy or control matter more.

Tell us what you want to build

A 30-minute call with an engineer, not a salesperson. We'll ask the questions that matter and tell you honestly what it would take.

Email contact@alifanalytics.com
Call or WhatsApp +92 334 2222 993