AI agents · Assistants · Workflows

AI agent development

AI agents that take real work off your team, connected to your systems and kept under human control.

Book a free 30-minute callSee how we work ↓
  • Custom quote after a brief
  • No sales pitch

Company-wide: 4.9+ on Clutch250+ brands10 offices

Brands across our services · company-wide, not AI projects

Haldiram's logoFarm Country Brewing logoFlâneur logoGrest logoBonvie logoBaadshah logoOccult Vidya logo

What we build

Custom AI agents that work inside the tools you already use.

Task agents

Triage, reports, leads, documents.

Knowledge assistants

Answers from your documents, source shown.

Integrations

CRM, helpdesk, databases, APIs, MCP.

Multi-step workflows

Plan, hand off, pause for approval.

Testing

Test sets from your real cases.

Guardrails and monitoring

Permission limits, checks, alerts.

Not sure an agent fits?Use-case discovery shows where an agent helps, and where simpler automation wins.

How an agent earns trust

Each step unlocks only when the one before has proved itself.

  1. Read-only

    Looks, changes nothing.

  2. Shows its evidence

    Data and sources behind every suggestion.

  3. A person approves

    Nothing happens without a yes.

  4. Automatic, if approved

    Only for actions you list.

  5. Everything logged

    Suggestions, approvals, actions.

Example run: a refund request

Illustrative example, not customer data

  1. RequestA refund request arrives in the helpdesk.
  2. Read-onlyThe agent reads the order and refund policy.
  3. EvidenceIt drafts a reply and refund, citing both.
  4. ApprovalA teammate approves with one click.
  5. LoggedAction and approval are logged.

Agents we can build

AI automation for everyday work. Illustrative, not client work.

Support triage

Sort, tag and draft replies.

Lead qualification

Score and route new leads.

Document processing

Read forms, fill fields.

Report preparation

Weekly numbers, summarised.

Knowledge assistant

Answers, source linked.

Back-office workflows

Multi-step, with approval gates.

Runs in your own cloud accountThe agent, its logs and, if needed, an open-weight model.
  • Your cloud account
  • Your regions
  • Your access rules
  • Your logs
Cloud and DevOps ↗

Who it's for

One AI agent development company, test to production.

Operations, support and sales

Repetitive work across tools.

Product companies

Agent features for customers.

Knowledge-heavy businesses

Less time searching for answers.

Leadership teams

From AI experiment to production.

Common teams
  • Customer support
  • Sales
  • Operations
  • Finance
  • HR
  • IT

How we work

Start small, prove it, then scale.

  1. Use-case and data review

    What good looks like.

    Typical1 to 2 weeks

  2. Prototype

    Tested on your real examples.

    Typical2 to 4 weeks

  3. Pilot

    With your team, human review.

    Typical3 to 6 weeks

  4. Production rollout

    Staged, in your setup.

    Cloud and DevOps ↗
    Typical2 to 6 weeks

  5. Ongoing

    Reviews, tests, new tasks.

    TypicalOngoing, as agreed

Typical minimumTypical maximumWeeks (one scale). Typical ranges, not a guarantee.

What you get

Progress you can check.

  1. Use-case and data review
  2. Prototype tested on your real examples
  3. Test set built from your own cases
  4. Approval flow and full action log
  5. Permission limits and guardrails
  6. Running-cost estimate and tracking
  7. Code, prompts, tests and docs: yours

Engagement and pricing

No price list: a custom quote after a short brief. Led by UnFoldMart from our international offices.

Prototype first

Prove it on real examples.

Fixed-scope pilot

Scope and price in writing.

Ongoing agent team

New tasks, monthly.

Model and hosting costs are billed by your providers; we estimate them early.

How quoting works

  1. Short briefThe task and the tools.
  2. Free 30-minute callBy video, in English.
  3. Written estimateScope, timeline, price.
  4. You decideNo obligation.

What affects the quote

  • TasksHow many, how complex.
  • SystemsTools and data to connect.
  • DataDocuments and access.
  • Risk levelApprovals and checks.
  • HostingYour cloud or managed.

Approach and technology

Model-agnostic, chosen per task.

Models
Commercial modelsOpen-weight modelsChosen per task
Connections
MCPREST APIsCRMHelpdeskDatabasesDocuments
Running it
Your cloud accountTest setsRelease checksLogs and alertsCost limits

Prompt and model changes pass the same release checks as code.

Safety and compliance

We help you classify your use case; legal sign-off stays with your counsel.

OWASP Top 10 for LLM ApplicationsPrompt injection, excessive agencySource ↗NIST AI RMFAI risk management, voluntarySource ↗EU AI ActRisk class and transparencySource ↗GDPRData protectionSource ↗

Public standards we align our work to.

Security testing before launch: Cyber security ↗

Brands across our services

Company-wide, from web, brand and marketing clients. Not AI projects.

Clutch4.9+Company-wide ratingSee our Clutch profile ↗
They're genuinely accommodating as we work through what feels right for the platform.
Head of Technology, Re-Twin Energy GmbHGermany · Web design and development
Clutch · Sep 2026
We were extremely satisfied with UnFoldMart's work, professionalism, and commitment throughout the project.
Director, Aytrus.CoSingapore · Branding, web dev, UI/UX
Clutch · May 2026
10offices in 10 markets
250+brands worked with
500+projects delivered
8working languages
  • Gurugram (HQ)
  • Frankfurt · in person
  • Amsterdam
  • Zürich · in person
  • London
  • Paris
  • Madrid
  • Warsaw
  • Singapore
  • Vancouver

Frequently asked questions

Before you book a call.

A chatbot answers questions. An agent also acts: it uses your tools to finish multi-step tasks, like updating a CRM record, within the permissions you set.

It starts read-only, shows its evidence and waits for a person's approval. Only actions you list can run automatically, and everything is logged.

Yes. The agent, its logs and, if needed, an open-weight model can all run in your own cloud account. Otherwise we agree regions and providers that don't train on your data.

A suitable model per task, usage limits per agent and cost tracking. We estimate running costs during the prototype.

Many business agents aren't high-risk, but transparency rules can still apply. We help you classify your use case; legal sign-off stays with your counsel.

You get a tailored quote after a short brief or free call. Typically 2 to 4 weeks to a prototype, then 3 to 6 weeks of pilot. Ranges, not guarantees.

Related services

App developmentCloud and DevOpsCyber securityUI/UX designWebsite developmentWebflowSEOBrandingGrowth marketing
Free 30-minute call

Start with one task that eats your team's week

Tell us the workflow. We'll say honestly if an agent fits.

Or pick a time right here

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