Businesscomplexity,engineered intoautonomous systems.
Scalacy is an AI systems engineering firm. We map how your business actually runs, then design, deploy and operate the intelligent infrastructure that runs it — with the governance an enterprise requires.
Scalacy is not an automation agency. We are systems engineers. We design the operating infrastructure a business runs on — the discipline behind trading systems and flight software, applied to the work your company repeats ten thousand times a month.
You don’t have a tooling problem.
You have an orchestration problem.
Nine systems of record. Forty-one manual hand-offs. Every exception routed through a person who has to remember the rule. Scroll to see the same estate re-engineered.
One surface where the
business runs itself.
Agents execute. Humans govern. Every decision the system makes is logged, traceable and reversible — and anything outside policy stops and asks.
Five layers.
One system.
Agencies sell deliverables. We build a stack — and hand you the documentation, the tests and the keys to operate it.
Engineered like software.
Not sold like a project.
Six weeks from first conversation to a system in production, then a standing operating relationship. Fixed stages, fixed artifacts, no discovery theatre.
Process forensics across the estate
Every hand-off, owner and exception
Signed technical + governance design
Working system on your real data
Production cutover, staged rollout
Telemetry, drift and cost dashboards
Monthly review, measured gains
Enterprise principles,
stated before logos.
Anyone can demo an agent. The question a serious buyer asks is what happens on the day it is wrong. These are our answers, and they are contractual.
Security
Systems run inside your cloud tenancy and your identity provider. No data leaves the perimeter you control, and no vendor holds your keys.
Compliance
Designed against the regimes you are actually audited under, with the model risk documentation your assessors will ask for.
Reliability
Deterministic fallbacks behind every probabilistic step. When a model is uncertain, the workflow degrades to a rule or a person — never to a guess.
Documentation
Architecture decision records, interface registers and runbooks written as we build, not reconstructed at handover.
Monitoring
Accuracy, drift, latency and cost per decision on one dashboard. If quality moves, you see it before your customers do.
Ownership
The code, the prompts, the evaluations and the infrastructure are yours from day one. We build for the possibility that you replace us.
Systems in production.
Numbers that survived audit.
We publish outcomes the client’s finance function agreed to. Everything below is a live system with a named internal owner.
Autonomous credit operations
A mid-market lender was routing every application through four teams and two spreadsheets. We rebuilt intake, verification and decisioning as one governed pipeline, with underwriters kept in the loop only on policy exceptions.
Exception-driven freight operations
Operators spent their day watching dashboards for things going wrong. The system now watches instead — reconciling carrier events, predicting failures and opening only the exceptions a human must actually judge.
Contract intelligence layer
Eleven thousand agreements, no structured record of what had been signed. We built extraction, obligation tracking and an audited query surface over the estate — then handed the whole system to their internal team.
Where we operate.
We take work in regulated, document-heavy, exception-driven operations — the places where naive automation fails and engineering discipline compounds.
Vendor-neutral by construction.
We hold no reseller agreements. Model and platform choices are made against your evaluation set, documented, and revisited as the landscape moves.
Ready to engineeryour next advantage?
90 minutes, with the engineers who would build it. No sales engineer, no discovery invoice.