Our process

The arc of AI adoption. Built in loops.

Q: Do we have to buy all four loops at once?

No. Most organisations start with Audit. Others enter at Consult, Train, or Build when the prior evidence already exists. The loops are a system — not a forced bundle.

Q: How long is the Audit loop?

Typically 5–10 business days for a readiness assessment style engagement, depending on organisational size and access to stakeholders and systems.

Q: Who owns the deliverables?

You do. Reports, roadmaps, policies, and systems are yours. We design for handover so the organisation can run without permanent dependence on us.

Q: What does “loop back” mean in practice?

After build or enablement, new use cases, data gaps, and capability needs surface. The next Audit or Consult cycle starts from a stronger baseline — that compounding is the point of the arc.

Q: We already know what to build — can we skip Audit?

Sometimes. If the problem, data, and owners are already clear, we can enter at Build or Consult. If the brief is fuzzy, skipping Audit usually wastes the build budget — we will say so.

Most AI consulting firms sell a single service and walk away. Arcloops covers the full arc — structured so each step builds on the one before it.

Let's talk →How we engage →

How we work

We never advise before we understand. Every serious engagement starts with evidence of where you stand.

Most AI consulting firms sell a single service and walk away. Arcloops covers the full arc — and we structure the work so each step builds on the one before it.

The result: AI adoption that compounds. Not a pilot that stalls.

Loop 01

Audit

Where are you now?

We map your organisation across four dimensions before making a single recommendation:

Data infrastructure — What data do you have? Is it clean, accessible, and AI-ready?

Process readiness — Which workflows are good candidates for AI? Where does AI create real value?

Team capability — What's your team's current AI literacy? What training is needed?

Current AI footprint — What AI tools are already in use? What's working? What isn't?

Deliverable

AI Readiness Report + Opportunity Map

Timeline

5–10 business days

AI Readiness Assessment →

Loop 02

Consult

Where should you go?

Built on the audit findings, the consulting loop develops your strategy:

Use case prioritisation — which 3–5 opportunities to pursue first

Build vs. buy decisions — what to build with Arcloops, what to buy from a vendor, what to use off-the-shelf

Data strategy — what needs to change about your data infrastructure to make AI work

Roadmap — phased plan with milestones, resource requirements, and success metrics

Governance — what policies, oversight, and risk management the organisation needs

Deliverable

AI Strategy + Implementation Roadmap + Board Presentation

Timeline

4–8 weeks

AI Strategy Development →

Loop 03

Train

Can your team get there?

Strategy without capability is a document. The training loop builds the human side:

Executive AI literacy — leaders who can evaluate AI proposals and lead AI-adopting organisations

Manager AI fluency — department heads who can identify opportunities and brief internal teams

Practitioner AI skills — individual contributors trained on the specific tools their roles require

AI champions — internal change agents who sustain adoption after Arcloops leaves

Available in Bangla, English, or mixed format.

Deliverable

Training completion report, skills assessment, capability recommendation

Timeline

2–8 weeks depending on scope

AI Enablement →

Loop 04

Build

We build what the strategy calls for.

The implementation loop delivers working AI into your organisation:

Workflow automation — high-volume manual processes automated with n8n, Make.com, or custom code

LLM integrations — OpenAI, Anthropic, Gemini embedded into your existing systems

AI agents — multi-step autonomous agents for complex, repeatable workflows

Data pipelines — infrastructure to make your data AI-ready at scale

Custom products — AI-native software built from scratch

Built to be yours — documentation, training, and exit from day one.

Full documentation

Team training on the delivered system

30-day post-go-live support

Complete handover — the system is yours

Explore products →Explore solutions →

Then we loop back

After each cycle, the implementation surfaces new insights:

New AI use cases the organisation can now tackle

Data gaps the first cycle revealed

Team capability areas that need further development

Policy or governance updates required by what was built

That's where Loop 1 begins again — smarter, faster, with a team that now knows how to do this. This is the arc.

Process FAQ

Do we have to buy all four loops at once?

How long is the Audit loop?

Who owns the deliverables?

What does “loop back” mean in practice?

We already know what to build — can we skip Audit?

Ready

Where does your organisation start?

We never advise before we understand. Every serious engagement starts with evidence of where you stand. If you're not sure, start with the audit. If you already know what you want to build, let's talk about the build.

Let's talk →How we engage →