Three customer-facing AI services on a single content-addressed platform, plus a consulting arm for teams that want help integrating. Take a look:
Enterprise search that answers on the first look.
Point it at what you own — docs, tickets, code, chat, mail — and search across all of it in one shape. No index to rebuild. No re-crawl. The answer proves where it came from.
Second look is free. Same for the tenth, and the ten thousandth. Traditional search rescans on every query; we don't. Pricing anchors to your current Elastic bill on the slice we replace.
For teams paying six or seven figures a year for enterprise search that still doesn't answer.
Read more →
Ops observability without tier-tuning.
Every event is addressed by its own time. No hot/warm/cold. No shard math. No re-index between the alert and the analyst. Elastic-shaped ops REST — drop in for Kibana / Grafana / Splunk dashboards.
Dashboards refresh in zero on repeat. The retention tier is irrelevant because address does not care whether the bytes are thirty seconds or three years old.
For ops teams whose Elastic / Splunk / Datadog bill is planning-review material and where the tier tuning still leaks money.
Read more →
A live picture of your business, pulled from the graph.
Current-state dashboards and modelling for SMEs. Every number traces back to the source system that wrote it and the moment it landed — so "where did this come from?" always has a literal answer.
Spreadsheet-tangle to single-screen in one step, without a six-figure ERP.
For founders and ops leads who've outgrown spreadsheets but can't stomach a rip-and-replace.
Read more →
Generative AI that always shows its work.
Voice in, conversation through, action out — with signed receipts the whole way. Every answer arrives with the chain of evidence behind it; when the chain is missing, the absence is visible instead of hidden as confident text.
Hallucination becomes a query you can run, not a guess you have to live with. Structural fit for EU AI Act Article 86.
For teams using AI for work that has consequences, and anyone facing right-to-explanation obligations.
Read more →
Deterministic projection. No LLM guesswork.
Mathematical simulation and what-if scenario projection with spreadsheet-grade rigour and cryptographic provenance. No generative AI.
Explicit models, solver-driven projections, audit-lines on every digit. When the board asks "how did you get this number?", you walk the receipt.
For finance, operations, regulated industries, and anywhere "the LLM thinks so" is not a good enough answer.
Read more →
The platform underneath.
Data-and-hosting platform for content-addressed, signed, because-line-connected thought. Every byte typed, every claim traceable, every identity sovereign.
wot.now, wot.if and wot.then all run on it — and so can you. FlowSpace is the platform we've been building for Wot.Technology; we're opening it up so anyone else can build their own products on top.
For builders, platform teams, and anyone who wants the same structural guarantees under their own product.
Read more →
The consulting arm.
When the problem is bigger than "pick up our tools", we come in and solve your data-flow problems directly. Two decades of distributed-systems hell means you don't have to spend two decades figuring it out.
Schema discovery, provenance design, data migration, AI workflow integration — we've built these patterns for our own customers; we can build them for you.
For organisations stuck on a data-flow problem and short of time to learn a new platform.
Read more →
The how is for the papers and the demo. This is the what.
An AI-first team with the workload to match. Training and inference run on cloud GPUs and managed AI APIs; storage and edge distribution ride hyperscaler infrastructure. Named suppliers, not hand-wavy categories.
Primary training substrate. GPU fleets (H100 / A100 / L40S), object storage, managed databases, and edge distribution.
Secondary GPU + storage path. Azure AI Foundry integration for enterprise inference pilots.
GPU + TPU capacity; Vertex AI and BigQuery for large-scale ingest and analytics.
Claude (Opus / Sonnet / Haiku) as our primary managed inference path. Our provenance layer sits underneath so every response is traceable. Much of what we ship was built with Claude — happy to drop a small, useful solve on something you care about in return for programme support.
NVIDIA-accelerated edge boxes for deployment evaluation and low-latency demo hardware.
Hub for open-model and dataset distribution; primary ingestion path for the in-house fine-tuning pipeline.
Workers, R2 and Pages for the content-addressed distribution layer. Our published pip-space rides the edge here.
PyTorch, Transformers, TRL, Unsloth for the in-house fine-tuning and evaluation pipelines.
Early-stage, and a meaningful chunk of runway goes to AI compute. If your startup programme would help us go further — AWS Activate, Azure for Startups, Google for Startups, Anthropic Startup Program, NVIDIA Inception, Cloudflare for Startups, Hugging Face — say hello and we’ll share the workload brief.
Keif Gwinn — founder and engineer. Two decades of distributed-systems work; previously CTO/architect roles in geospatial AI and 3D reconstruction.
Advisors — Jozef Doboš (founder, 3D Repo; Innovate UK and Horizon Europe awardee), Paul Worrall (data-sovereignty practitioner, Solid ecosystem).
We publish technical notes when an idea is ready to share. Get in touch if you'd like a deeper conversation about the architecture or want early access to a private write-up.
Direct is fastest. Email hello@wot.technology or book a 20-minute call — we’ll look at a real slice of your bill and tell you what we can replace.
The offer. Ninety-day head-to-head against your current search, observability, or inference bill. On the fraction we replace, you keep half the saving. If we don’t save you anything, you owe nothing.
Go deeper into any of the five product surfaces: wot.is · wot.when · wot.now · wot.if · wot.then. Or the platform underneath, FlowSpace, or the consulting arm, ThoughtSpace.
Open to design partners, prospective customers, academic collaborators, and aligned open-source ecosystems.
WoT Technology Ltd — UK SME, Companies House 17160992.