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Case study · Aqtas Capital

AI sales agents for financial advisory & M&A.

For a financial consulting and M&A advisory firm in Kazakhstan: an AI agent system that continuously monitors markets, subsidies and tenders, identifies and scores prospects and tells managers who to contact next, plus analytics tooling and a search-optimised website.

Client
Aqtas Capital
Location
Kazakhstan
Industry
Financial consulting & M&A
Year
2026
Almaty skyline with snow-capped mountains behind the city
aqtascapital.kz
Aqtas Capital website (aqtascapital.kz), designed and built by Eight Visions

The challenge

Advisory deal flow depends on reaching the right company at the right moment: a won tender, a new subsidy, a need for capital. Tracking those signals manually across dozens of sources doesn’t scale.

Our solution

We designed a sales system around AI agents that search, read and prioritise around the clock, so the team spends its time on clients and deals.

Find. Score. Engage.

  1. 01

    Monitor

    Markets, subsidy programmes and tenders, continuously.

  2. 02

    Score

    Prospects enriched, assessed and ranked automatically.

  3. 03

    Engage

    Managers get who to contact, why now and a draft.

  4. 04

    Present

    Analytics and presentation tooling for M&A work.

aqtascapital.kz
Aqtas Capital product interface detail

Engineering

Under the hood.

  • LLM agents
  • Web data extraction
  • Lead enrichment & scoring
  • Analytics tooling
  • React
  • Static pre-rendering
  • Schema.org
  • Vercel

Autonomous market intelligence

Agents run continuously across public sources, subsidy registries and tender platforms, turning unstructured pages into structured signals.

Signal-based prospect scoring

Every company is enriched and ranked by concrete triggers, not static databases, so the pipeline always reflects what’s happening now.

Human-in-the-loop outreach

Agents prepare recommendations and first messages; managers decide and send. The firm keeps full control of every relationship.

Search & AI visibility

A fully pre-rendered website with structured data on every page, built to rank in Google and Yandex and to be cited by AI assistants.

Outcome

What it delivers.

  • Always-on pipeline

    Opportunities surfaced continuously, not quarterly.

  • Focused managers

    Agents search and read; people sell.

  • Visible in search & AI

    A fast, structured site that represents the firm.

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Planning something similar?

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  1. 1

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  2. 2

    A 30-minute call

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  3. 3

    A clear proposal

    Scope, timeline and cost in writing, before you commit to anything.

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Tornimäe tn 5, Tallinn, Estonia

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