Your organisation already runs on a model. We turn it into software.
Different symptoms. One root problem.
Most organisations don't have a software problem. They have a model problem — the way the organisation actually runs was never written down anywhere a system could use.
Your firm runs on a dozen disconnected tools.
Matters, time, billing and client data live in spreadsheets, inboxes and SaaS apps that don't talk to each other. Nobody sees the whole picture without stitching it together by hand.
Off-the-shelf practice tools almost fit.
So your team papers over the gaps with manual workarounds and shadow spreadsheets — the real process lives outside the system you pay for.
How the firm works lives in people's heads.
The rules, the exceptions, the way a matter really moves — undocumented and fragile, and it walks out the door when someone leaves.
You can't see utilisation or margin in real time.
Capacity, recovery and profitability are reconstructed after the fact in spreadsheets — so you're managing the firm by rear-view mirror.
Off-the-shelf tools force your firm to bend to the software. We do the opposite.
Every generic platform ships with someone else's assumptions about how a firm should run. You spend months — and budget — contorting your workflow to fit boxes that were never drawn for your practice.
Sifr starts from your operating model: the clients and matters you deal in, the people and time behind them, and the rules that govern how work and billing actually move. That model becomes a single source of truth — and the software is engineered directly from it.
The result is a system that speaks your firm's language on day one, and keeps fitting as you grow.
Four layers, one model.
Every engagement moves through the same four layers — from a model of your firm to the intelligence that runs it.
the Ontology
We model how your firm actually works — the clients, matters, people and rules. A formal, shared blueprint, and the single source of truth everything else is built from.
the Construct
The system engineered directly from the ontology — your data and logic, built to address your firm's specific needs. Nothing generic, nothing assembled from templates.
the Shell
The interface your team works in every day — fast, clear and shaped around how the firm really operates, not how a generic tool assumes it should.
the Seer
The intelligence layer — live utilisation, recovery, margin and what's coming next. You run the firm looking forward, not reconstructing the past in spreadsheets.
Modern foundations, where they earn their place.
We're not chasing buzzwords. When AI or smart contracts genuinely make your firm faster or more trustworthy, they're built right into the Construct — not bolted on.
AI that does the work, not just the talking.
The Seer reads across your firm's model and acts on it — sorting, prioritising and routing tasks to the right people in real time, so work moves without someone pushing it.
Agreements that enforce themselves.
Where trust, provenance or compliance matter, we build on smart contracts — agreements that execute and settle automatically, on a record that's auditable and can't be quietly changed.
We don't just use new technology — we help shape it.
Some problems can't be solved with off-the-shelf thinking. We conduct applied research into emerging technologies, and partner with research labs and academic institutions to bring frontier work into real systems — responsibly.
We do the research.
We invest in R&D on emerging technologies — from agentic AI to smart contracts — so the systems we build sit closer to the frontier than off-the-shelf tools can reach.
We work with labs & universities.
We collaborate with research labs and academic institutions [ name partners here ], contributing engineering depth and translating new research into things that work in production.
Frontier, made dependable.
New technology only earns its place when it's safe, explainable and maintainable. We bridge what's possible in research and what's responsible in your organisation.
↳ A wide shot of the real product — a matter dashboard, a workflow, or the operating-model view itself.
One source of truth.
Your firm's logic lives in one place — not scattered across spreadsheets, tools and people's heads.
Built to your firm's shape, so it bends with you instead of breaking when you scale or add a practice area.
A formal model accelerates everything downstream — design, build and change all move faster.
From guessing to knowing.
Problem — operations and tasks managed across disconnected tools; teams working from stale information and manual hand-offs.
Outcome — one system that pulls the business's information together and uses agentic AI to sort and route tasks to the right teams in real time.
Problem — jobs, deadlines and capacity tracked on spreadsheets; partners chasing status by email each week.
Outcome — a single model of clients, jobs and people; workflow, deadlines and recovery in one place.
Problem — engagements, resourcing and margin siloed across tools; utilisation reconstructed after the fact.
Outcome — one model of engagements, people and time; live utilisation, pipeline and project margin.
↳ Illustrative engagements. Swap in your own case studies, screenshots and verified metrics before launch.
Builders and researchers. Not consultants.
Sifr was started by people who build software for a living — and research the technology behind it. We've spent our careers getting systems working inside real organisations and exploring what's next alongside research labs and academic institutions. We started this to do it properly: model first, build from the model, stay for the long run.
[ Founder name ]
[ Short bio — track record, what they've built, why they started Sifr. A couple of sentences of real credibility does a lot of work here. ]
Connect on LinkedIn ↗[ Founder name ]
[ Short bio — track record, what they've built, why they started Sifr. A couple of sentences of real credibility does a lot of work here. ]
Connect on LinkedIn ↗