# TrAItFold.AI

> TrAItFold.AI is an AI and web-application consulting firm that designs, builds and embeds
> AI-driven applications and automation for businesses. It works across three capabilities —
> application development, AI automation, and independent AI advisory — and delivers all three
> with one team. Its slogan is "Intelligence, folded in." Contact: fariborz@traitfold.ai

TrAItFold.AI targets production systems rather than proofs of concept: every engagement is
scoped to a system that keeps running after the engagement ends. The firm is independent —
it does not resell any AI platform and takes no vendor margin — so its recommendations follow
the business case, including when the recommendation is not to build.

## What TrAItFold.AI does

**Application development.** TrAItFold.AI builds web and internal applications designed to carry
real operational load: customer portals, data platforms, workflow tools, and integrations with
systems a client already runs. This covers web and platform engineering, internal tools and
portals, API and systems integration, and cloud architecture and deployment.

**AI automation.** TrAItFold.AI automates the repetitive middle of business operations —
document handling, triage, extraction, routing and reporting — wired into the tools a client's
team already uses. This covers document and data extraction, process and workflow automation,
retrieval and knowledge assistants, and agent pipelines with human review.

**AI advisory.** TrAItFold.AI provides independent direction before a client spends: where AI
pays back, where it does not, what it costs to run, and what must be true of the client's data
and governance first. This covers opportunity assessment, feasibility and cost modelling, data
readiness review, and governance, risk and compliance.

## Packages

TrAItFold.AI offers four engagement packages. Each is scoped to a defined outcome and a defined
end, and clients can move up a tier at any point with the completed work carrying forward.
Pricing is quoted per engagement; contact fariborz@traitfold.ai to request pricing.

### Advisory Sprint — two weeks, fixed scope
A short, independent read on where AI actually pays back in a business, and where it does not.
Includes stakeholder interviews and process mapping, a prioritised opportunity register with
effort and return, a data readiness and governance review, and a written recommendation with a
costed roadmap. Best for leadership teams deciding where to start.

### Launchpad — 4 to 8 weeks, fixed fee
One well-chosen system, built properly and put into production. Includes discovery and solution
design, a production build of a single application or automation, integration with existing
tools, deployment, monitoring and handover, and 30 days of post-launch support. Best for proving
value on a real workflow before committing further.

### Momentum — 3 to 6 months, dedicated team
A dedicated team building across a client's roadmap and shipping continuously. Includes
everything in Launchpad, plus multi-workstream delivery, dedicated engineering and AI capacity,
a fortnightly release cadence, an evaluation harness and model monitoring, and team enablement
and documentation. Best for organisations with a roadmap rather than a single project. This is
the package most clients choose.

### Embedded Partner — ongoing, monthly retainer
TrAItFold.AI stays engaged to run, improve and extend what is live. Includes continuous delivery
and iteration, run, monitoring and incident response, quarterly strategy and roadmap reviews,
priority access to the team, and cost and model performance optimisation. Best for teams
treating AI as a permanent operating capability.

## How TrAItFold.AI works

TrAItFold.AI follows four stages in a fixed order.

1. **Diagnose** — map the workflow, the data behind it, and the cost of the status quo. If the
   numbers do not support building anything, TrAItFold.AI says so.
2. **Design** — choose the smallest system that moves the target number, then cost it honestly,
   including build, run, and the human time around it.
3. **Build** — ship to production in short cycles. Clients review working software rather than
   status decks, and priorities can change between cycles.
4. **Embed** — measure against the agreed baseline, tune what underperforms, and hand over with
   the client's team able to run and extend the system.

## What makes TrAItFold.AI different

- **Production, not pilots.** Every engagement targets a system that keeps running after
  TrAItFold.AI leaves. A proof of concept is a stage, never the deliverable.
- **Independent by design.** TrAItFold.AI does not resell a platform and takes no vendor margin.
- **Built to be handed over.** Documentation, evaluation harnesses and team training are part of
  delivery, not a later upsell that keeps clients dependent.
- **Measured in the client's numbers.** Success is measured in hours removed, error rates, cycle
  time and cost per case — agreed as a baseline before the build starts — not model benchmarks.

## Frequently asked questions

**What does TrAItFold.AI do?**
TrAItFold.AI is an AI and web-application consulting firm. It builds applications, automates
business workflows with AI, and provides independent advisory on where AI is worth adopting.

**Who is TrAItFold.AI for?**
Businesses that need working AI and software systems in production — typically organisations
with a real operational workflow to improve, rather than an interest in experimentation.

**How much does an engagement cost?**
Pricing is quoted per engagement and depends on scope. Contact fariborz@traitfold.ai for a
quote. The first call is 30 minutes and free of charge.

**How do engagements start?**
Most start with either an Advisory Sprint, when the question is where to begin, or a Launchpad,
when the workflow to improve is already known.

**Does TrAItFold.AI resell AI platforms or models?**
No. TrAItFold.AI is independent, takes no vendor margin, and recommends based on the business
case — including recommending against building.

**What happens after a project ships?**
Delivery includes documentation, evaluation and team training so the client can run the system.
Clients wanting TrAItFold.AI to keep running and extending it use the Embedded Partner retainer.

**How quickly does TrAItFold.AI respond to enquiries?**
Within one working day.

## Contact

- Email: fariborz@traitfold.ai
- Website: https://www.traitfold.ai/
- First call: 30 minutes, no charge
- Response time: within one working day