Enigma

What we do

Services are the ways we work with you. Solutions are specific things we build, with a set scope and timeline. Everything here is work we do regularly.

Services

How we work with clients: building a first product, scaling one that already works, auditing what you have, or taking over a project that is stuck.

MVP Development

We build the first version around the progress your customer is actually trying to make, on a fixed timeline, in code built to pivot as you learn.

Wondercraft
WondercraftBuilt the MVP and neural networks behind a YC- and ElevenLabs-backed AI audio studio.

Customer progress discovery.

We watch and interview real users to map the progress they are trying to make, the context around the decision, and the forces that push and block them.

Value definition.

Define the value to the customer and the value back to you, then rank what is worth building first.

Solution design and prototype.

Design against that progress, prototype it, take it back to users, and adjust until it fits.

Build in sprints.

Fixed scope, fixed timeline. Startup-friendly architecture built to pivot, not to impress.

Validate and launch.

Ship, measure real behaviour, and iterate. The only validation that counts is customers who pay.

Product & AI engineering

The team you call to build features, scale a funded product, and ship the hard AI most shops cannot: custom neural networks, and on-chain systems included.

Cybertron Labs
Cybertron LabsBuilt the full AI stack and deep neural networks over a 16-month partnership.

Feature and scale engineering.

Full-stack delivery on your existing product, from new features to the architecture that lets you scale after a raise.

Custom AI and neural networks.

Production models built for your data and your problem, not prompt wrappers around someone else's API.

Data and knowledge systems.

Pipelines, knowledge graphs, and semantic search that turn raw data into a product advantage.

Crypto and on-chain.

Wallets, aggregation, and on-chain logic when the product calls for it.

Infrastructure and DevOps.

Infrastructure as Code, CI/CD, and deployment so the build stays fast and safe as it grows.

Audit

An evidence-based read of your architecture, code, AI, and DevOps, delivered as a flag map that tells you exactly what to change and when.

BreachSecureNow
BreachSecureNowDiagnosed a production failure across 32 microservices in 2 days.

System and architecture review.

Data flow, pipelines, workers, and every scalability assumption, checked against what your next client will demand.

Backend and frontend review.

Module and dependency maps, logic placement, and the change-ripple effect that makes small edits expensive.

Cost-of-change probes.

We trace a real bug, a small feature, and an integration end to end to measure what change actually costs today.

AI, security, and DevOps readiness.

Gaps between where you are and production, across model quality, data isolation, deploy, and monitoring.

Flag map and fixed-scope plan.

Every change mapped to the right moment, yellow, orange, red, with a survival list for your next launch and fixed-price scopes for the work.

Crisis Rescue

When a build is stalled, on fire, or inherited and broken, we parachute in, find the root cause, and get you moving again.

Cybertron Labs
Cybertron LabsBroke a mission-critical engineering deadlock in 72 hours.

Rapid diagnosis.

We embed, get full access, and find the real root cause fast, not the symptom everyone has been chasing.

Stabilise and unblock.

Stop the bleeding, restore momentum, and get the critical path moving again.

Fix the root cause.

Repair the underlying problem and the infrastructure gaps around it, not just the surface bug.

Harden and hand back.

Leave you with a build that holds, and a clear picture of what to watch next.

Retainers

An ongoing engineering partnership, at the level of involvement you need, from advisory to full technical ownership.

BreachSecureNow
BreachSecureNowA 2-day diagnosis became a trusted partnership lasting 2+ years.

Advisory.

Architecture and hiring decisions, design and PR reviews on demand, a monthly strategy session, and interview support.

Augmentation.

Senior delivery capacity that plugs into your team to ship features and fixes.

Interim CTO.

Full technical ownership: architecture and roadmap, the engineering team, hiring and vetting talent, and representing your tech to clients and investors.

Solutions

Specific builds we have done enough times to scope up front. Each has a set of features, a typical timeline, and a starting price.

AI agents & agentic RAG

An agent that reads your data and answers accurately, grounded in a knowledge graph rather than a guess.

Timeline3-6 weeks
Investmentfrom E£180,000
Cybertron Labs
Cybertron LabsBuilt a bespoke search engine with 100% traceability on hyper-specific data.
Agentic RAG over your own documents and data
Knowledge graphs and semantic search
Custom NLP and entity extraction
Tool use and multi-step orchestration

Workflow automation

The manual handoffs that eat your team's day, running automatically end to end.

Timeline2-5 weeks
Investmentfrom E£120,000
House of Cha
House of ChaAutomated the entire sales pipeline so the founders could step out and raise.
WhatsApp and messaging automation
Custom pipelines and orchestration
Sales, ops, and approval workflows
Custom models where rules are not enough

AI studio (audio & video)

A full production suite: content in, studio-quality audio and video out, in any language.

Timeline6-10 weeks
Investmentfrom E£350,000
Wondercraft
WondercraftBuilt the audio and video studio behind a YC- and ElevenLabs-backed platform.
Script to voice, music, and video generation
AI dubbing and multilingual translation
Transcription, diarization, and alignment
A real editing studio: clips, tracks, fades, rendering

Data & knowledge graphs

The data your competitors pay a fortune for, scraped, structured, and kept current, as a service.

Timeline3-6 weeks
Investmentfrom E£180,000
Civi Digital
Civi DigitalAutomated what competitors sold at $20K/month, at a tenth of the price.
Distributed scraping across hundreds of sources
NLP extraction of entities and relationships
A live, queryable knowledge graph
Continuous, always-current delivery

E-commerce & payments

A storefront that sells, wired to payment infrastructure that just works.

Timeline3-5 weeks
Investmentfrom E£150,000
Rosetta Beauty
Rosetta BeautyE-commerce and payment infrastructure for a growing fragrance brand.
Custom storefront and catalog
Secure checkout and payment integration
Orders, inventory, and fulfilment
Built to scale with the brand

Restaurant ops

Reservations, waitlists, and menu in one system that holds up under real traffic.

Timeline3-5 weeks
Investmentfrom E£140,000
YallaPlus
YallaPlusHigh-scale reservations and waitlists for restaurants.
Reservations and waitlist management
Digital menu and ordering
High-scale, real-time traffic
Operator dashboard and reporting

Booking & membership

Bookings, memberships, and the accounting behind them, run as one platform.

Timeline3-6 weeks
Investmentfrom E£160,000
Workstation
WorkstationWorkspace booking, accounting, and internal reporting.
Booking and scheduling
Memberships and access control
Workspace and resource management
Accounting and internal reporting

Tell us what you're building.

A 30-minute call. We will tell you how we would build it, what it takes, and a fixed scope. If we are not the right team, we will say so.

Talk to us