We build document intelligence systems for enterprises in the UK and across the GCC — contract review, tender analysis, regulatory compliance — in English and Arabic. 12-week build, deployed in your cloud, in your country.
Serving enterprises in the UK and GCC — construction, legal, and procurement, where documents carry real commercial weight. English and Arabic. All systems deploy into your cloud, your country, your data residency requirements met from day one. Pick a tab to see what each looks like in practice.
We design and deploy bespoke machine learning models — from natural language processing and computer vision to predictive analytics and recommendation engines. Our models are production‐ready, scalable, and continuously improving.
Transform manual processes into intelligent workflows that learn and adapt. We build automation systems that cut costs, accelerate growth, and give you an edge that's impossible to replicate.
Extract actionable insights from your data with advanced analytics, predictive modeling, and real‐time dashboards. Turn raw data into strategic decisions that drive measurable business outcomes.
Deploy and scale AI solutions with enterprise‐grade cloud infrastructure. We architect resilient, high‐performance systems optimized for AI workloads across AWS, Azure, and GCP.
Ensure your AI systems meet the highest security and compliance standards. We implement robust safeguards, monitoring, and governance frameworks to protect your data and maintain regulatory compliance.
Build intelligent chatbots and virtual assistants that understand context, learn from interactions, and deliver exceptional customer experiences across all channels.
A library of agent designs we build and deploy for clients — tested patterns across finance, legal, procurement, and operations. Pick a department to filter. Each can be deployed on your stack in eight to twelve weeks.
Reads vendor invoices end‐to‐end, matches against the PO, validates VAT & sanction status, and posts the journal—with human approval over your policy threshold.
Reviews every employee expense against policy and receipt evidence. Flags duplicates, out‐of‐policy spend, and split charges before payroll closes the cycle.
Builds rolling revenue and headcount forecasts from your data warehouse. Flags drift against plan in plain English and drafts the variance commentary for the deck.
Reads inbound tickets, picks up the conversation in your tone of voice, resolves the easy ones, and hands the hard ones to a human with a written summary already in the thread.
Decides refunds within your policy envelope, processes them in the payment gateway, and writes the customer email—inside the latency budget that keeps NPS where you want it.
Pulls company filings, sanctions lists, and beneficial‐ownership data, scores risk against your matrix, and assembles the onboarding pack for a one‐click human approval.
Benchmarks suppliers, gathers pricing intel, and drafts the RFQ pack for your category managers. Reads contracts in flight and surfaces the lines worth renegotiating.
Marks up MSAs, NDAs, DPAs and SOWs against your playbook. Surfaces the deal‐relevant deviations, drafts counter‐language, and routes outliers to the responsible partner.
Drafts Data Protection Impact Assessments from a workflow brief. Cross‐references prior assessments, your processor register, and the relevant statute before counsel signs.
Reads inbound claims correspondence in any format, extracts the structured data, opens the file in your core system, and writes the first‐response letter for the adjuster.
Reads alerts from your SIEM, deduplicates noise, opens the incident with relevant context already attached, and pages the right on‐call engineer for anything genuinely novel.
Walks every new hire through their first two weeks. Answers policy questions, requests access, books the right inductions, and nudges managers on the welcome plan.
Reconciles bank statements against the ledger, surfaces unmatched lines with written explanations, and drafts the period‐end adjusting journals for review.
Reads tomorrow's calendar, pulls relevant context from CRM, inbox and prior notes, and lands a one‐page brief in attendees' inboxes the morning of every meeting.
Answers internal questions from your wiki, runbooks and Confluence with proper citations. Flags pages that have gone stale and drafts the replacement for the owner to approve.
Reads CVs against the job spec, scores fit with a written rationale, and books the first calls. Bias-audited weekly with your TA team and tuned to your hiring playbook.
Profiles accounts at depth — recent funding, hiring signals, public commitments, named decision‐makers — and lands the dossier in your AE's inbox before outreach starts.
Drafts personalised, on‐tone outbound sequences from the researcher's dossier. Sends from your rep's mailbox, paused for human approval over the threshold you set.
Keeps accounts, contacts and opportunities clean — backfills missing fields, deduplicates duplicates, and flags handover-ready opportunities with the supporting evidence attached.
Crawls the site weekly, flags technical and content debt with priority scores, and drafts the brief for the writer to fix what is genuinely worth fixing.
Turns a target keyword into a publish‐ready brief — outline, SERP analysis, internal links, tone guide — for your in-house writer to bring home in half the time.
A repeatable, four‑phase rhythm. Tight, opinionated, and built around the only metric that actually matters — getting a production agent making money or saving money before the quarter ends.
Every agent we ship sits on top of your existing systems — finance, sales, support, security. Sixty‐two typed connectors out of the box, with replay, idempotency, and a full audit trail. The agent estate becomes the connective tissue, not another silo.
Read ledgers, post journals, open invoices and POs. Role‐scoped tools with replay and idempotency keys.
Read accounts and pipeline, log activity, write back enriched fields. Bulk ‐ friendly, schema‐aware.
Open and triage incidents, route tickets, attach context. Strong on long‐running workflow state.
Mail, calendar, documents and chat as first‐class agent surfaces. Permissions inherited from your IdP.
Compute, storage, secrets, networking. Deploy agents into your own tenant with your keys and policies.
Query, transform, write back. SQL‐aware tools with column‐level audit and budget caps on every run.
Read repos, open PRs, trigger pipelines. Token‐scoped per agent, every action attributable to a service identity.
Don't see it? We build typed connectors against any HTTP, SOAP, or queue surface in two to four weeks.
Every agent we ship lands inside Atlas — the operator console for your AI workforce. Run them, intervene, audit, and account for them like any other team. Concept preview — Atlas is in active development.
Two practitioners who have shipped production systems at scale — for the BBC, NHS Digital, Kuwait Oil, and others. We take on eight to ten partners a year and stay close to the work throughout.
Sets the strategy, picks the partners, and runs engagements end‐to‐end. Background in enterprise technology and legal services — now focused on building AI systems that hold up under real commercial pressure.
Leads the agent platform and the evals discipline behind it. Builds the systems that make our partners' AI estates measurably better every week.
Real engagements. Named where public, anonymous where under NDA. References available to qualified prospects.
Built the virtual data room platform behind £9m of annual revenue for a UK asset management firm. The platform supported live M&A and capital markets transactions from day one.
Critical data integrations for the £2bn Virgin Media–O2 merger. Real-time pipelines, zero downtime, live through completion.
Event-driven streaming infrastructure for BBC iPlayer — live through Euro 2024, the Olympics, Wimbledon, and the UK General Election.
Built Jellycat's B2B and B2C e-commerce platform with PayPal integration in Python — engineered to process 1 billion transactions through 2026.
Delivered the online vaccination programme for the entire UK — enabling millions of citizens to book COVID and flu jabs through a single national digital platform, on time and at scale.
Can't find your question? Ask us directly.
A 30‑minute discovery call costs nothing and ends with a written opinion on what to automate first — in your language, in your country, on your terms. We take on a small number of partners each year.