Forge-Flow builds practical AI systems and operational tooling for high-growth businesses. Engineering precision applied to the day-to-day processes that move your numbers - without the AI theatre.
Trusted by founder-led businesses across Sheffield and the wider UK
We focus on the unsexy work that compounds - internal tooling, glue between the systems you already rely on, and AI applied where it actually saves time. Three lines of practice; one consistent engineering bar.
End-to-end automation of the manual, repetitive workflows that drain your team's hours. Built to fit your stack - not the other way around.
Custom dashboards and operational systems that replace the spreadsheets nobody trusts and the SaaS tools nobody uses correctly.
Strategy and hands-on training to identify the right opportunities, build internal capability, and de-risk procurement of off-the-shelf AI.
Selected work from the last twelve months. Each is a permanent process change, not a demo.
Routed supplier documents through an LLM extractor with a human approval gate at the threshold step. Six weeks from kickoff to first deployed value.
Automated client-status digests across email, calendar and Slack. Distilled into a single weekly briefing per account owner, with source links preserved.
Custom Word add-in for a regional law firm: drafting boilerplate clauses and producing meeting notes that cite back to the transcript line.
Building on the Hospital Management System prototyped at Sheffield Hallam: structured intake replacing paper triage forms in pilot wards.
Single-screen rollup of revenue, pipeline and ops health for a founder-led team. Replaces three different SaaS tools and a spreadsheet that nobody trusted.
Most projects move from kickoff to first deployed value in four to eight weeks. Every step is shipped, not promised.
Two-week audit - we shadow your team, map the workflows, and quantify where time and money are actually being lost.
Architect the integration with sign-off from the operators who'll use it. Tight spec, scoped trade-offs, no surprises.
Sprints focusing on stability, security and performance metrics - instrumented from day one.
Ongoing optimisation based on real-world signals. Forge-Flow stays in for the second-order wins.
I'm Saffi - a multi-disciplinary technical operator based in Sheffield. Forge-Flow is the studio I'm building around a simple bet: the businesses that win the next decade aren't the ones with the loudest AI strategy, they're the ones whose operators actually know how to wire it in.
I work across the stack - front-end engineering, internal tooling, data modelling, content and graphic systems. That breadth means Forge-Flow ships full implementations, not consulting decks.
AI workflow studio for high-growth businesses; practical systems over slideware.
Course representative since 2023. Final-year focus on practical software engineering and data systems.
Long-form copy and social design for an international-student consultancy.
Content creation, green-screen production, and social-channel design across platforms.
Ran taught sessions, recorded and edited curriculum content for the Adam Tech YouTube channel.
Custom WordPress & WooCommerce builds from brief to launch, plus ongoing client maintenance.
Digitisation of patient records, appointments, lab results and diagnoses.
Faculty & admin tool built for Sheffield Hallam - iterated with real users.
Solo project: memberships, staff, customer ops with secure data handling.
Remove operational friction and unlock latent capacity with custom-built AI. Twenty-minute discovery call, no pitch deck.