Full-cycle transformation for individuals, small and mid-size businesses: process discovery that takes almost none of your staff’s time, data governance from day one, automation that survives failures, and AI agents your own people run. Delivered in capped-price stages — never on a billable-hour meter.
01 Services
Each service stands alone and delivers value on its own — together they form one coherent transformation.
Our in-house capture tooling reverse-engineers how work actually happens — from screens, meetings and system logs — with almost no interviews or workshops. You get process maps, a business glossary, a data dictionary and data lineage, kept accurate over time.
50–70% lower discovery cost; weeks instead of months
A DAMA-aligned operating model — data domains, stewardship roles, policy — plus an ontology layer that becomes your single source of truth, with an immutable audit trail on every change.
Data your auditors, your bank and your AI can all trust
Event-driven integration and Temporal-based durable workflows replace brittle point-to-point scripts — exactly-once processing, full replayability, observable end to end.
Automation that survives failures, upgrades and staff turnover
Ontology-backed dashboards over live operational data — per team, per client, per process — with provenance on every number, so managers see not just the figure but where it came from.
Answers in seconds, with a paper trail
Agents at the core of operations — not a chat gimmick. Every system is exposed as tools (MCP) and skills: assets that outlive any particular AI vendor or model generation.
Capability that compounds instead of expiring with the next release
Least-privilege access, managed secrets, and human approval gates on anything that changes data or money. Plus training and hands-on enablement — AI awareness, everyday AI use, basic data literacy — so your staff work with agents autonomously, no IT queue.
Adoption that sticks, without new attack surface
Your own physical servers, run end to end: Linux on bare metal, hypervisors and virtual machines (KVM), containers (LXC, Docker), network security, redundancy and backups. Everything under your full control — private, cloud-free, at predictable fixed costs.
For some workloads, 2–10× cheaper than cloud
In business terms: no recurring licence fees for what we build, no dependency on proprietary platforms that add cost without business value, and far less dependency on the cloud. We believe the future of business IT is hybrid — cloud where it helps, on-premises where it matters — with you owning your data: transactional, confidential, all of it. Cutting licence costs isn’t a side effect; it’s part of that strategic shift.
02 Approach
Every stage ends with working deliverables and a fixed cap for the next — you can stop at any point and keep standalone value. And every stage ships fully documented — process maps, runbooks, playbooks — so the business keeps running through staff changes, vendor changes, or without us — and any future team, internal or external, can pick it up and build on it. Continuity is a deliverable, not an afterthought.
Everything we gather — meeting recordings and their transcripts, documents, how your people actually work on their screens, database structures, screenshots — acts as a sensor layer over the business. We capture as much as possible and turn it into simple, readable knowledge files that people and AI understand equally well. Human analysts refine the picture, so accuracy is high and interruption is near zero. Typical duration: 2–4 weeks.
This is where hidden technical debt, duplicated data and undocumented “tribal knowledge” become visible — and priceable.
We stand up an ontology-based entity platform — your single source of truth — with an immutable audit trail on every change, and a right-sized governance operating model: domains, stewards, policy.
Governance first is what makes every later stage — automation, analytics, agents — safe and auditable.
Point-to-point scripts and manual re-keying give way to event-driven integration and Temporal-based durable workflows: exactly-once processing, replayable history, observable end to end.
Migrations are staged and reversible — the old path keeps running until the new one has proven itself.
Every system is exposed to AI as tools (MCP servers) and skills. Agents take on real workflows — document processing, reconciliation, reporting, knowledge answers with citations — while anything that changes data or money passes a human gate. Analytics stops being an occasional report and becomes the core of how the business is steered — and your agents draw on the same living map of the business (the ontology), served in whatever form suits them best.
Confidential corpora can be processed by locally-hosted models only, so sensitive data never leaves your infrastructure.
Transformation fails without culture. We train your teams — from AI awareness and using AI in day-to-day work to basic data literacy — so the whole firm speaks the same language, not just IT. Your people learn to direct agents themselves — no IT queue — we appoint champions and hand over playbooks. Adoption is measured against agreed gates, not assumed.
We stay available under a light support model, but the goal is independence.
03 Pricing
AI-accelerated delivery makes our timelines predictable — that predictability is what lets us give you a hard cap and carry the overrun risk ourselves.
You know the maximum cost of each stage in writing. If we misjudge the effort, the overrun is ours — not yours.
Every stage is defined by deliverables — process maps, a governed platform, working integrations — not by time sheets.
We don’t trade quality for speed. Using AI as our core delivery engine makes duration predictable enough to cap.
Each stage stands alone: discovery documentation, a governed data layer, production automation. No lock-in by design — everything we build is yours, including source.
Illustrative. Actual caps are set per stage after Discover, in a numbered agreement with defined deliverables and payment terms.
04 Results
A few selected projects — snapshots of what we’ve delivered, not the boundaries of what we do. We publish client names only with written permission — the outcomes speak for themselves. References available on request.
A discount-calculation process living inside a legacy thick-client ERP and one specialist’s head was reverse-engineered from screen capture and meeting transcripts into a complete process map, business glossary and data dictionary — the foundation for automating it.
CRM, accounting, documents and time-tracking consolidated into a single entity platform with typed relationships and an immutable audit trail — queryable by applications and AI agents alike, with per-change lineage.
A knowledge graph and semantic search built over a national register of court decisions — parties, statutes, cited cases as typed relationships. Confidential material is processed exclusively by locally-hosted models.
Manual collection via forms and spreadsheets replaced by a validated pipeline — submission, verification, FX conversion, deduplication — posting directly into the accounting system as structured documents.
05 Clients
Switzerland · Lausanne
Ongoing IT operations, infrastructure administration, consulting and staff enablement under a rolling annual services agreement, invoiced monthly since 2026.
United Kingdom
Data-governance transformation: data domains, stewardship roles, governance council, policy and a data-management maturity assessment.
Ukraine / EU
Full AI-native programme for a multi-office firm of 100+ staff: process discovery, governed data platform, finance automation and agent enablement.
Client references are available on request. We publish client names only with their written permission — and we extend the same confidentiality to you.
06 Contact
Tell us where it hurts — undocumented processes, fragile integrations, data no one trusts, AI pilots going nowhere. We’ll reply within one business day with an honest view of whether we can help.
hello@layder.co.uk