How we work, what you own.
Six engineering offerings, an audit tier for "where do I even start," and optional aftercare once it ships. Senior, UK-led, transparent scope. Every build is handed over with the repo, the docs and the keys.
Offerings.
Agentic systems & orchestration
Multi-agent platforms with a planner, typed tools, memory and guardrails. Real architecture, not prompt wrappers.
Teams with document-heavy workflows, lead qualification bottlenecks, or manual data enrichment that's eaten a headcount.
- Agent architecture doc
- Working prototype in a 2-week sprint
- Eval harness + regression tests
- Deployment + monitoring setup
- Handoff documentation
Workflow conversions
n8n, Make and Zapier flows rebuilt as typed code you own. Faster than rebuilding no-code, more reliable at scale.
Teams hitting the Zapier cost cliff, or maintaining 40+ no-code workflows that keep breaking and silently dropping records.
- Workflow audit + migration plan
- Rebuilt as typed code you own
- Tests + observability dashboards
- Failure-mode runbook + audit log
- Owner handoff training
Replace-your-SaaS platforms
The CRM, PM and quoting tools you rent, rebuilt as one platform you own. Per-seat fees deleted, AI-native from day one.
Founders or ops leads paying per-seat for five tools that don't talk, who need a real product: auth, billing, admin, observability. Not another no-code prototype.
- Scoped product spec
- Production deployment (your infra or ours)
- Auth + payments wired
- Admin dashboard + observability
- Code + infra handoff
Document & data intelligence
OCR pipelines and retrieval with cited answers. Unstructured mess in, a queryable system out.
Firms with years of PDFs, certificates, decks or knowledge bases their team can't search by Ctrl-F, filed by email and memory.
- Ingest + OCR + chunking pipeline
- Vector store + retrieval API
- Chat UI with citations
- Eval harness (hallucination rate, citation accuracy)
- Dedup + update pipeline for new docs
Revenue-ops & integrations
HubSpot, GoHighLevel, Salesforce, wired to actually work. Lead routing, sync and dedupe across the whole stack.
Sales or marketing ops teams whose CRM has become a graveyard of broken integrations and unsynced records.
- Integration audit
- Custom syncs (bidirectional, dedup, conflict rules)
- Lead routing + pipeline automation rebuilt
- Documentation + owner training
Data that fights back
Extraction from sources that don't want to be extracted: bot walls, logins, rate limits. The data your competitors can't get, on a schedule.
Teams who need data locked behind logins, bot-detection or aggressive rate limits: pricing, listings, catalogs, competitor signals. Delivered clean and on a schedule.
- Scraping fleet (proxy rotation, bot-wall handling)
- One standard schema across every source
- Scheduled runs + change detection
- Delivery: API / CSV / your database
- Failure + drift monitoring
Process audit
Brain-dumps in. A ranked, sprint-ready plan out. We watch the work, interview the team, map ROI against effort, and hand back the priorities. The first sprint arrives fully scoped, and the plan is yours to keep, whoever builds it.
Aftercare, if you want it
Every build ships with the runbook and the off switch, so you don't need us. If you'd rather not carry it yourself, we'll stay on: monitoring, fixes, small extensions, monthly. Cancel any month, and everything keeps running without us.
We aren't tool-agnostic. These are the platforms we install, configure and hand over, chosen because they hold up under load and stay yours.
Claude
Agent systems, classification, drafting and retrieval. The model behind most of our shipped builds.
MCP
Typed tools your agents can actually trust, wired to your own systems.
n8n → code
Self-hosted automation, plus migration paths off it when you outgrow no-code.
Next.js + Vercel
The front end and hosting for platform builds. Fast, boring, dependable.
Supabase / Postgres
Auth, storage and vector search on a database you own outright.
Playwright
Scraping fleets and browser automation, including sources that fight back.
HubSpot
Custom syncs, properties and bidirectional integrations that don't drift.
GoHighLevel
Migration paths off GHL when you outgrow it, or wiring it in properly if you don't.
Send a 3-line scope.
We’ll tell you which tier maps to your problem, or tell you we’re not the right shop. No funnel, no pitch deck.