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ATTOH · TECH · LOADING

ATTOH · INTELLIGENCE

Get plugged in.

The AI operating layer underneath every ATTOH surface — Snap, BRG, CrewOS, Pharoah, Sentinel. One umbrella; five product lines; one decision per app.

Five product lines → Outcome-based AI
↓
ATTOH · TECH · OUTCOME-BASED AI

Outcome-based AI for UK SMEs.
One app. One decision. One answer.

ATTOH Tech is the build studio inside AMAYA Holdings. We build AI as outcomes — not seats, not API tokens, not empty chat boxes. Each app is scoped to one operator decision and ships with the source-of-truth, the supervision and the fallback baked in. The Snap suite is what is live today — the platforms below are what is coming next.

What we have built → What is coming next
/NUMBERS / WHAT IS LIVE TODAY
22
Snap apps live · across 14 UK SME sectors
18
Specialist agents · 7 departments · supervised end-to-end
480
Postgres migrations · one shared brain · multi-tenant
49
CLI tools · operator-grade · scriptable across the suite
97
Percent saved · LiteLLM gateway · cheapest-meeting-quality routing
100
Percent UK-sourced · HMRC · Companies House · ICO · weekly freshness CI
/PRODUCT LINES / FIVE FORMS OF INTELLIGENCE

One umbrella. Five surfaces.

BRG

The advisory intelligence machine for UK SME firms.

Visit →

CrewOS

The gamified AI incubator for ambitious operators.

Visit →

Pharoah Technology

Cinema-grade products for the Costa del Sol economy.

Visit →

Snap

22 outcome-based apps across 14 UK SME sectors.

Visit →

Sentinel

Counter-intelligence engine for high-value targets.

Brief us →
/ETHOS / OUTCOME-BASED AI

AI sold as outcomes — not seats, tokens or chat boxes.

Most AI is priced like infrastructure: per seat, per token, per call. The buyer operates the tool, prompts it well, supervises it, and absorbs the risk when it gets the answer wrong. The bill arrives regardless.

ATTOH builds the other model. Every app on this page is scoped to one outcome — a filing completed, a deadline cleared, a margin defended, a risk flagged before it bites. The operator presses one button. The outcome is the deliverable. The supervision, the source-freshness, and the fallback when one model fails — that is our job, not the buyer's.

/ 01 · ONE OUTCOME

One app, one decision.

Every Snap is scoped to a single operator question — "Am I exposed under DSAR?", "What is my retention risk on this job?", "Is this tenancy RRA-compliant?". Nothing ships as a general-purpose assistant. The work is to narrow the surface until the answer is unambiguous.

/ 02 · SOURCED

Accurate to the day it ships.

The outcome only counts if it is right. Every app is wired to official UK endpoints — HMRC, Companies House, ICO, sector regulators — with weekly source- freshness CI. When a rule moves, the affected calculator is flagged and patched. No advice goes stale silently.

/ 03 · OPERATOR-GRADE

Built for the person who has to act.

No empty chat boxes. No "tell me what you want". No infinite suggestions. Each app opens on the question, asks for the few inputs that matter, and returns a decision the operator can act on the same morning. Built for the day-to-day, not for casual exploration.

/ 04 · ONE BUTTON

The deliverable is the answer.

Not a transcript, not a prompt-engineered response, not a "draft for your review". The app does the work — the operator gets the decision, the document, the number or the flag. Human review sits at the escalation gate, where it earns its time.

/ 05 · SUPERVISED

The model is our problem, not yours.

Claude primary, multi-model fallback, shared governance routes, decision log, audit record. When a foundation model has a bad day, the app does not. Buyers should not have to think about prompt versions, context windows or rate limits to get a working answer.

/ 06 · NARROW BEATS LARGE

A small app that ships beats a big one that drifts.

We would rather ship 22 focused apps that each solve one decision than one monolithic platform that promises everything. Narrow scope means cleaner accuracy, easier QA, and a price tag tied to a result the operator can name.

/APPS / WHAT WE HAVE BUILT / LIVE TODAY

Three shelves. One engineering core.

Everything live today sits on one of three shelves. Snap apps answer a decision. Forge apps ship an artefact. Builders ship the brand surface around both. One engineering core underneath all three, audited once, reused across the suite.

/SHELF 01 / SNAP SUITE / DECISION-SUPPORT

The Snap suite — one app, one decision.

Each Snap is a focused, free-to-try decision-support app for one industry — built on the same engineering core, hardened with backend governance, and designed to take an operator from question to outcome in minutes, not consultant hours.

Construction · Trades

Build & site

QS calcs · retention · payment risk · job pricing
Property · Lettings

Property & landlord

RRA · MTD-IT · EPC · Section 21 status
Legal · Compliance

Legal & regulatory

Matter triage · DSAR · tribunal · ICO
  • LegalSnapintake · triage · escalation
  • GDPRSnap DSAR clocks · ICO exposure
  • HRSnap right-to-work · tribunal risk
Finance · Accounting

Books & receipts

Bookkeeping · formation · receipt OCR
Care · Hospitality · Retail

People-led businesses

Funding · staffing · margin · charity
Logistics · Customs

Freight & haulage

UK / EU / NI customs · margin · routing
People · Talent

Workforce

Hiring · freelancers · IR35
Owner-managed M&A

Buy & sell

SME M&A readiness · finance match
  • MASnapfinance readiness · lender match
Browse the full Snap suite →
/SHELF 02 / FORGE LINE / GENERATIVE

The Forge line — where the outcome is the artefact.

Where the Snap line answers a question, the Forge line ships the document. Each Forge app takes an operator from blank page to a sendable artefact — a quote, a job spec, an invoice, a course outline, a client portal — in minutes. Built on the same engineering core, priced against the artefact produced.

/ F1 · DOCUMENTS

ContentForge

Content drafting at scale — blog, email, social, briefs and sector explainers, voiced and structured for the audience that has to read them.

/ F2 · QUOTES

ProposalForge

Proposals and project quotes that win — used downstream of TradeSnap, FreelanceSnap and HRSnap when the next step is a sendable document.

/ F3 · HIRING

HireForge

Job specifications and the recruitment paperwork around them — pairs with RecruitSnap and HRSnap when the operator needs the ad live the same day.

/ F4 · BILLING

InvoiceForge

Invoice and billing artefacts — sector-aware line items, payment terms, and the chase sequence around them.

/ F5 · PORTALS

PortalForge

Client portal scaffolding — branded, secure, ready to drop on a domain. The asset operators and accountants ship to their own clients.

/ F6 · COURSEWARE

CurriculumForge

Course outlines and training material — modules, lesson plans, assessment briefs, sequenced for trainers and L&D leads.

/ F7 · FEEDBACK

ReviewForge

Review and feedback collection flows — request, capture, route, publish. The artefact is verified social proof on the operator's site.

/SHELF 03 / PLATFORMS / POWERED BY ATTOH TECH

The operating systems running on the engine.

Where Snap and Forge are individual apps, these are full operating layers — productised for a vertical, a partner, or a buyer who needs the whole stack rebadged. Built on the same engineering core, shipped under their own brand and their own commercial route.

/ P1 · LIVE

CrewOS · Control The Ops

The gamified AI ops layer for the people who actually run the business day to day — leaderboards, competitive workflows, operator-grade dashboards. Built for the team floor, not the boardroom.

/ P2 · LIVE · WHITE-LABEL

BLACKLINE

Close-protection AI ops platform. Enterprise tier, white-labelled to partners in the secure-operations sector. Public surface kept deliberately quiet — partner briefing under NDA on request.

/ P3 · LIVE

Website builder · the configurator

The self-spec builder behind ATTOH Digital. Operators choose style, sector, features and price band — the configurator outputs a build brief our team can quote off. Live at attoh.digital/configurator.

/ P4 · IN BUILD

App Builder

Self-spec your next vertical app. Operator-driven brief generator that scopes a new Snap or Forge — sector, decision, sources, output — into a build outline the team can ship from. Multi-model proxy + Netlify deploy in commissioning.

/ P5 · IN BUILD

Recruitment platform

UK talent and employment operating layer — placement workflows, contract pipelines, IR35 routing, candidate scoring. Pairs with RecruitSnap, HRSnap and HireForge as the end-to-end hiring surface for partner firms.

/ P6 · COMING

GymOS

Vertical operating layer for gym and fitness operators — membership, scheduling, retention signals, instructor pipeline. The first of the vertical-OS line built on the engine. Repo scoped, build kicks off Q3 2026.

/SHELF 04 / BRANDS / WEBSITES + APPS

The website & app builders that ship your brand.

Same engineering core, different audience tier. Three brands sit on the build studio — from white-label partner bundles through premium hand-coded delivery — depending on who you are and how visibly we sign the work.

/ B1 · AGENCY TIER

ATTOH Digital

The flagship agency surface — custom-coded SME websites, AI Business-in-a-Box bundles, the configurator that lets operators self-spec their build. Premium tier, ATTOH-signed.

/ B2 · BUILD SHOP

Pharoah Technology

Hand-coded websites and sector app layers — the engineering surface that ships premium digital for agencies and partner firms who want our team behind the door but their brand on the front.

/ B3 · WHITE-LABEL

Supreme Digital

The white-label website service for partner firms — accountants, law firms and consultancies who sell websites to their own client base on the ATTOH build engine, under their own brand and pricing.

/ENGINEERING / THE LAYER UNDERNEATH

The engineering layer under every app.

Snap apps, Forge apps and the Platforms all run on one shared engineering layer — an agent fleet, a multi-model routing gateway, an MCP server for AI-callable intelligence, a 49-strong CLI toolbox, and a Postgres brain with 480+ migrations underneath the lot. Built once, audited once, reused across the suite.

/01 / AGENT FLEET

18 specialist agents across 7 departments.

Each department owns one operator outcome category. Each agent inside it is narrow-scoped, supervised, dual-run-safe, and routed to the cheapest model that meets the quality bar. The architecture is public — the customer integrations underneath stay private.

/ D1 · INTEL

Market & sector intelligence

Weekly sector synthesis · regulatory scans · competitive landscape · opportunity shortlists. The agents that read the world so the operator does not have to.

/ D2 · FIND

Prospect discovery + outreach

Tender · planning · distress-signal · Companies House mining → structured-API verification → autonomous LinkedIn outreach with split writer/dispatcher gates.

/ D3 · PROTECT

Compliance & risk

Seven agents covering company-filing deadlines, R&D eligibility, IR35 risk, insurance gaps, HMRC notices, regulatory drift, and grant scheme tracking.

/ D4 · SERVE

Content & outbound

Three-agent content cell — drafting, SEO & distribution, and quality gate before anything leaves the building. Voice and structure trained per audience.

/ D5 · BUILD

Construction cost modelling

Bill-of-quantity pricing with untrusted-document supplier-quote intake and scenario narrative — the build cost agent for ambitious construction operators.

/ D6 · FINANCE

Cash flow + variance

Cash-forecasting agent reads ledger data, surfaces driver-not-restatement variance commentary, and flags emerging cash-low or critical-debtor positions.

/ D7 · SALES

Pipeline review

Weekly pipeline-review agent — deal scoring, cross-sell detection, next-action recommendation. Internal pipeline data only, no external untrusted ingest.

/ D8 · META

Orchestration & learning

Managed-agent leaf-worker orchestrator co-ordinates the cross-department briefs. Skills library is the source of truth; agent bundles are synced not copied.

/02 / MULTI-MODEL ROUTING

One gateway. Many models. Cost-optimised per task.

Every agent task routes through a multi-model gateway. Synthesis goes to one model, matching to another, subagent untrusted-document reading to a third, and only the high-stakes outputs in regulated sectors reach a frontier model. The model layer is our problem — operators never see it.

/ M1 · SYNTHESIS

DeepSeek V3

Bulk weekly synthesis, long-context briefings, the workhorse for everything non-regulated. Strong reasoning at a fraction of frontier-model cost.

/ M2 · MATCHING

Qwen-plus

Scoring, ranking and opportunity matching — the agent muscle that compares one candidate against many and returns a ranked shortlist.

/ M3 · SUBAGENT

Groq Llama 3.1

Fast, cheap subagent calls — untrusted-document reading with schema-validated JSON output only, no MCP access, no write scopes.

/ M4 · HIGH-STAKES

Claude Sonnet

Reserved for regulated-sector outputs and customer-facing voice — medical, legal, finance review. The high-trust layer, used sparingly by design.

/ M5 · VECTOR

Google embeddings

Vector ops for semantic search, deduping, narrative-cycle detection — the lowest cost tier in the stack.

/ M6 · FAILOVER

Multi-provider safety

If one foundation model has a bad day, the agent does not. Per-task fallback routes baked into the gateway; quota and budget enforced at config level.

/03 / MCP SERVER

Sector intelligence as 8 AI-callable tools.

The ATTOH MCP server exposes our sector intelligence to any Model Context Protocol-aware assistant. Eight tools, tiered access, rate-limited and security-hardened. Built on Express plus the official MCP SDK, deployed on Railway. Partner integration on request.

Tools exposed

check_company_compliancefiling & statutory health
get_tax_intelligencesector-tuned tax posture
match_lendersSME finance readiness scoring
find_grantseligible grant scheme detection
check_ir35_riskcontractor risk by sector
get_insurance_gapsmandatory cover gap analysis
get_local_seo_auditlocal search visibility scan
get_sector_intelligencecross-source sector brief

Server posture

ProtocolModel Context Protocol (official SDK)
RuntimeExpress on Railway
AccessTiered subscription · API-key gated
HardeningRate-limited · security headers · audit log
AudiencePartner AI assistants & agent stacks
Integration briefNDA-gated · email for spec
/04 / CLI TOOLS

49 command-line tools for operators and partners.

Every operating capability has a CLI. Reusable from any machine via pip install, scriptable into n8n flows or shell pipelines, used internally and by white-label partners to drive content, outreach, intelligence and pipeline operations at scale.

/ C1 · 6 TOOLS

Video pipeline

AI spokesperson · voiceover · script generation · video scripts · render benchmarks · royalty-free clip harvester.

/ C2 · 8 TOOLS

Content

SEO blog · press releases · case studies · job ads · proposals · pitch decks · captions · content calendar.

/ C3 · 6 TOOLS

Outbound

SMS · WhatsApp · email drip · cold outbound · LinkedIn rewrite · multi-platform publishing.

/ C4 · 11 TOOLS

SaaS automation

Chatbot builder · landing pages · booking · funnel builder · Stripe billing · bolt-on shop · referral · reseller · client onboarding.

/ C5 · 8 TOOLS

Intelligence

Prospect engine · competitor tracker · GA4 ROI · lead scoring · sector news · review responder · pain-point sync · ROI calc.

/ C6 · 10 TOOLS

Pipeline & ops

Performance brain · weekly digest · churn detection · recession pack · agency ops · portal · QC pipeline · lead injection · health checks.

/05 / SHARED BRAIN

480+ migrations. Multi-tenant. Dual-run safe.

One Postgres schema underneath everything — apps, agents, dashboards, hubs. Every agent reads from it, every operator action writes to it. The flywheel turns on one shared brain rather than seven disconnected ones.

Schema

RuntimeSupabase Postgres
Migrations480+ applied, source-of-truth in git
Multi-tenancyRow-level security, per-partner partition
Compound viewsCross-vertical intelligence aggregations
Source freshnessWeekly CI against official endpoints

Safe rollout

Sandbox tablesPer-agent _sandbox parallel to prod
Dual-run viewsDiff status per partner_id
Cutover gate3 aligned days + named sign-off
Drift detectionNightly alert on status != aligned
Greenfield agentsSpot-check path when no prod twin
/WORK / WHO IS ON THE ENGINE / LIVE

The builds already shipping on the engine.

These are the surfaces sitting on the same engineering core — agency sites, partner white-labels, sector hubs and the configurator. Each one is a live attestation of the stack: standalone HTML/CSS/JS on the front, FastAPI + Supabase + Cloudflare on the back, the agent fleet doing the silent work underneath.

AGENCY · FLAGSHIP
ATTOH Digital
Custom-coded SME websites · the configurator · AI Business-in-a-Box bundles
Open ↗
SUITE · 22 LIVE
Snap suite
Decision-support apps · 14 sectors · free to try
Browse ↗
ACCOUNTANCY · WHITE-LABEL
Supreme Advisory
Partner site on the engine · London-based accountancy
Open ↗
FORMATIONS · WHITE-LABEL
Incorpwise
UK Ltd formations · paired with FormSnap + AddressSnap
Open ↗
RECRUITMENT · WHITE-LABEL
A1 Elite
Talent + employment · paired with RecruitSnap + HireForge
Open ↗
BUILD SHOP · PARTNER
Pharoah Technology
Hand-coded websites + sector app layers · partner brand front-of-house
Open ↗
GROUP · HOLDING
AMAYA Holdings
The operating group · all surfaces · governance + R&D
Open ↗
PROPERTY · SPAIN
attoh.casa
Spanish property office · Marbella + Costa del Sol · expat operators
Open ↗
/BUILD / HOW WE SHIP

Built like a product team — not a freelance gig.

Every Snap follows the same path from blank page to live app. Tight scopes, hardened backends, sector-accurate copy, governance baked in. No prototypes left rotting in staging.

01

Discover · scope the one decision

Every app starts from one operator decision worth getting right — a deadline, a margin call, a compliance question. We work the scope down until the app does that one job better than anything else on the market.

Scope one decision, one tool
02

Engineer · backend, frontend, governance

FastAPI backend with hardened contracts, vanilla HTML/CSS/JS frontend (no framework lock-in), shared governance routes for audit, decision log, payment gates and human-approval gates. Every Snap ships with the same operating spine.

Engineer production from day one
03

Source · accurate to the day it ships

Every calculator is wired to a live source registry — HMRC, Companies House, ICO, sector regulators, official statutory instruments. When a rule changes, the affected app gets flagged and patched. No advice goes stale silently.

Source official, monitored, dated
04

Ship · Cloudflare Pages, no framework tax

Static frontends on Cloudflare Pages. Python backends on managed infra. No build step, no bundler, no React rewrite waiting to happen. Each app is standalone — moves between domains, hosts, even owners, without a rewrite.

Ship portable · standalone
/ROADMAP / OUTCOMES COMING NEXT

The outcomes we are building next.

Each item below is one new outcome we are scoping into the suite — a decision an operator currently outsources to a consultant, a spreadsheet, or hope. Some are in private beta, some in design, some in commercial scoping. If one of these is your problem, talk to us early.

/ 01 · IN BUILD

Sovereign Authority publishing platform

Long-form research surface for UK SME advisory — sector briefings, regulatory drift notes, "what changed" round-ups. Authoring tools and distribution layer in build.

/ 02 · IN BUILD

Unified operator portal

The portal that ties the Snap suite, the AMAYA hubs, and partner integrations into one operator dashboard. Lead routing, decision log, and client surface in one place.

/ 03 · DESIGN

Cyber + insurance decision-support

SME cyber posture and insurance comparison tools — sized for owner-managed businesses that are too small for enterprise vendors and too exposed for spreadsheets.

/ 04 · DESIGN

Pension & payroll Snap line

Auto-enrolment readiness, payroll error catch, pension contribution check — the small calls that cost owner-managed businesses real money when they slip.

/ 05 · DESIGN

R&D, VAT, trademark, immigration

Owner-managed tax and IP toolset — R&D credit eligibility, VAT registration triggers, trademark availability, immigration sponsor compliance. Four Snaps, one programme.

/ 06 · SCOPING

White-label app studio for partner firms

The Snap engine, rebadged. Accountants, law firms and consultancies can ship their own branded decision-support app on our spine. Scoped now, build in stages.

/STORY / WHY THIS EXISTS

One operator. One bet. Outcomes — not seats.

ATTOH Tech is the build studio inside AMAYA Holdings — a private UK operating group put together by Craig Attoh after years of watching SMEs buy AI by the seat, the token and the API call, and absorb every miss themselves.

The bet is simple. The current AI market sells infrastructure and asks the owner-managed business to operate it. That model leaks money — wrong prompts, missed updates, unsupervised drift — and the buyer carries the risk. We sell outcomes. Each Snap, each Forge, each platform on this page is scoped to one decision the operator can name, priced against the result it produces, and supervised end-to-end so the model is our problem rather than theirs.

That bet has shipped 22 Snap apps, a 7-app Forge line, six platforms in build, an agent fleet across 7 departments, and a shared Postgres brain with 480+ migrations underneath. The sister surfaces — attoh.digital, attoh.casa, attoh.eu — all sit on the same engine.

If you want a partner who builds AI as a result you can point at, not a tool you have to babysit, you are in the right place.

/STACK / HOW IT IS BUILT

The engineering core every app rides on.

One shared stack, audited once, reused across every Snap. No bespoke framework per app, no consultancy lock-in, no rewrite waiting in the wings.

Frontend

MarkupVanilla HTML5 · semantic
StylingHand-written CSS · design tokens
InteractionVanilla JS · no framework
HostingCloudflare Pages · static
AccessibilityWCAG-aligned · automated smoke tests
Performance budgetNo build step · no bundler tax

Backend

RuntimePython 3.10+ · FastAPI
Governance contractShared routes · decision log · audit record
DatabaseSupabase Postgres · RLS
Source freshnessWeekly CI against official endpoints
SchedulersAPScheduler · cron · n8n
AI layerClaude · multi-model fallback for resilience
/PRICING / SHIPPING ROUTES

Three ways to buy the outcome.

We sell results — not seats, tokens or chat boxes. Pick the route that matches the decision you need an app to make. Each tier is fixed-scope: you know what ships, when, and what it costs before we start.

/ TIER 01 · SNAP

Snap configure

FROM £0/free trial

Pick a Snap off the shelf. Free to try. Pay only when the answer ships.

  • Any of the 22 live Snap apps
  • Sector-accurate copy + UK source registry
  • Outcome-priced per decision — pricing at launch
  • White-label available under partner agreement
  • Source freshness CI included · no extra
Browse the suite →
/ TIER 02 · BUILD · POPULAR

New app build

Pricing at launch/build

A new Snap or Forge for your sector. Scoped, shipped, supervised — 4–8 weeks.

  • Discovery call · scope locked in one decision
  • Backend governance contract + audit log
  • Custom UI on the ATTOH engine · no framework tax
  • Source registry wired to official UK endpoints
  • Multi-model fallback · we own the supervision
  • White-label end-to-end if you want your own brand
Talk to us about a build →
/ TIER 03 · PLATFORM

Engine licence

FROM POA/year

Run the ATTOH engine under your own brand. White-label app studio + agent fleet.

  • Whole-suite white-label · your brand on every surface
  • Snap engine + Forge line + agent fleet access
  • Dedicated tenancy on the shared Postgres brain
  • Source registry + freshness CI per partner
  • Co-marketing route into the AMAYA network
  • For accountants, law firms, consultancies, partner agencies
Request a briefing →
/CONTACT / TALK TO US

If one of these apps is your problem — or your build pipeline — talk to us.

ATTOH Tech ships custom apps for UK SMEs. Sometimes that means picking a Snap off the shelf and configuring it for your business. Sometimes it means designing a new vertical app from scratch. Sometimes it means quietly white-labelling the engine for an accountancy or law firm that wants to own the decision surface in its sector.

30 minutes, plain English, no decks. Tell us the decision you need an app to make — we will tell you whether it is a Snap configure, a new build, or a roadmap item we can pull forward.

  • Reply inside one working day
  • UK-based · AMAYA brand portfolio
  • NDA on request before any build scope
Email hello@attoh.tech → See attoh.digital (agency tier)
/ ENQUIRY · TIER PICKER

Send us the decision.

We'll come back with a route — Snap configure, new build, or roadmap pull-forward.

Route

By submitting you agree to a 30-min discovery call. We don't share details with anyone outside AMAYA Holdings.

/BRAND / LOCKED IDENTITY SYSTEM

ATTOH Intelligence — brand spine.

#0A0A14 · base
#D4A843 · gold accent
#F4F0E7 · primary text

Display · Syne 700/800
Body · Inter 300-600
Mono · JetBrains Mono 400/500

Download full brand spec →

ATTOH Intelligence primary wordmark ATTOH Intelligence attoh.tech anchor wordmark
/TESTIMONIALS / OPERATORS ON THE ENGINE

What people on the receiving end actually say.

Field notes from operators and partner firms running on the engine. Sector and surname held back where commercial sensitivity warrants it — full reference available under NDA.

"We stopped buying AI seats. ATTOH ships the answer — we pay against the result. The accountancy team gets a DSAR call cleared in minutes instead of hours and the bill maps to a thing we can name."
Operations director UK accountancy partner · 96 client firms · white-label
"FormSnap and AddressSnap dropped into our formations flow on a Friday and saved us a full FTE by the next quarter. The source registry is the killer — we never send a stale rule on a registration."
Co-founder UK formations partner · Companies House volume buyer
"I asked for a recruitment Snap. They came back with RecruitSnap, HireForge and a white-label site on the same engine — live in eight weeks. The supervision sits with them, not us, which is why the board signed it off."
Managing director UK recruitment partner · Manchester · paired engine site
"We are in a sector where wrong advice is a tribunal away. The freshness CI and audit log are why I sleep at night — the model is their problem, the decision is still ours, and we have the trail."
Practice principal UK legal partner · employment + GDPR · private beta
/FAQ / BEFORE YOU EMAIL

What people ask before the call.

Quick answers to the questions we hear most often. Anything deeper, just email and we will get into it on a 30-minute call.

01 What do you mean by "outcome-based AI"? +
Most AI is sold as infrastructure — per seat, per token, per call — and the buyer absorbs the work of prompting, supervising and correcting it. We build the other model: each app is scoped to one operator decision, ships with the source-of-truth and supervision baked in, and is priced against the outcome it produces (a filing cleared, a margin defended, a risk flagged) — not the hours of a model behind it.
02 Is attoh.tech a product I can sign up for? +
Not directly. attoh.tech is the showcase. The actual apps live on attoh.digital/snap — most are free to try and each has its own product page, contact route and configurator. attoh.tech exists to give you the index, the roadmap and the ethos.
03 How is attoh.tech different from attoh.digital, Pharoah Technology and Supreme Digital? +
They all sit on the same engineering core, but each carries a different brand and audience. ATTOH Digital is the flagship agency surface — premium custom builds and the AI Business-in-a-Box configurator. Pharoah Technology is the build shop — the engineering team behind the door for agencies and partner firms who want their brand on the front. Supreme Digital is the white-label tier for accountants, law firms and consultancies who sell websites to their own clients. attoh.tech is the build studio itself — the apps (Snap, Forge), the platforms on the roadmap, and the ethos behind all of it.
04 What is the difference between a Snap app and a Forge app? +
Snap apps are decision-support — the outcome is an answer the operator can act on ("Am I exposed under DSAR?", "Is this RRA-compliant?"). Forge apps are generative — the outcome is a sendable artefact (a proposal, a job spec, an invoice, a portal). They pair: a Snap qualifies the situation, a Forge ships the deliverable that follows. Same engineering core, different mode.
05 Can you build a custom app for my sector? +
Yes — that is the core of what ATTOH Tech does. The Snap suite is what we have shipped so far; the engine underneath is reusable. If your sector is not on the list, send a short note describing the decision you want the app to make and we will come back with a build outline.
06 Do you offer white-label for accountants or law firms? +
Under commercial agreement, yes. The white-label app studio is on the roadmap as a productised tier; case-by-case white-labelling is already live. Talk to us early — scoping a sector-specific app for a partner firm is a 4-to-8 week conversation, not an off-the-shelf order.
07 What tech stack do you build on? +
Vanilla HTML/CSS/JS on the frontend (no framework lock-in), Python + FastAPI on the backend, Supabase Postgres for shared data, Cloudflare Pages for hosting, Claude as the primary AI layer with multi-model fallback. Every app is standalone and portable.
08 Who owns ATTOH Tech? +
ATTOH Tech is the build studio inside AMAYA brand portfolio, a private UK operating group. Sister surfaces include attoh.digital (agency tier), attoh.casa (Spanish property), attoh.eu (European compliance tools) and several sector hubs.
/NETWORK / SISTER SURFACES

One group. Many surfaces.

ATTOH Tech ships under the AMAYA Holdings group. Each surface below has its own audience, its own job, and its own commercial route.

attoh.digital · agency tier attoh.casa · Spanish property office attoh.eu · EU compliance tools incorpwise.co.uk · UK formations aifreight.co.uk · freight intelligence builderstrust.co.uk · construction trust layer aibritains.co.uk · cross-sector SME amayaholdings.co.uk · group
ATTOH.tech · the app suite and build pipeline · for marketing builds see attoh.digital
ATTOH Tech · outcome-based AI

Outcomes — not seats, not tokens, not chat boxes.

ATTOH Tech ships AI as a result the operator can act on. One app, one decision, one answer — sourced to the day it ships, supervised end-to-end, priced against the outcome it produces.