What we run
Functions we operate. Not features we ship.
Every function below is live, multi-year, and regulated. Every engagement is scoped to a named outcome, agreed before we start. Claims decided in minutes, same-day adjudication, first-session approvals, software shipped and adopted.
The functions
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Run.
Four functions, each operated end to end on a company brain. Find yours, see what changed for the companies already running on it.
(001)
Insurance operations
Claims & underwriting, operated.
Pre-inspection, underwriting decisions, endorsements and KYC run on your claims brain. Exceptions route to a person who owns the call.
Before
Claims arrived at 6 pm and waited until morning for an assessor who might be on leave, working from a policy manual and a decade of mental shortcuts nobody ever wrote down.
Now
Pre-inspection and underwriting run overnight on the brain. 82% auto-resolved. The rest find a person who owns the call, not a queue.
Operated proof · Go digit
AI-assisted pre-inspection, Camunda/DMN underwriting decisions, endorsement lifecycle and KYC.
Outcome: claims decided in minutes, leakage down.
See the case study(002)
Healthcare administration
Member & benefits admin, operated.
Member onboarding, benefits administration and reimbursement workflows run on your operations brain.
Before
Every onboarding meant weeks of manual data entry across disconnected portals. Every touchpoint slowed down behind it.
Now
Onboarding, benefits admin and reimbursement run on the operations brain. Live across 9 enterprise clients for 2+ years.
Operated proof · HCL Healthcare
A 2+ year multi-tenant employee health benefits / TPA platform serving 9 enterprise clients.
Outcome: same-day, right-plan adjudication.
See the case study(003)
Regulated onboarding
KYC & onboarding, operated.
Identity verification and compliant onboarding delivered as a service. The regulated front door to fintech, marketplaces and logistics.
Before
Each new market meant rebuilding identity verification from scratch. Bespoke integrations. Inconsistent compliance.
Now
A battle-tested KYC service, delivered 16 times across fintech, marketplaces and logistics. You get the outcome, not the build.
Operated proof · 16 KYC builds
Identity verification and regulated onboarding across fintech, marketplaces and logistics.
Outcome: compliant approval in the applicant's first session.
See the case study(004)
Product engineering
Your product, shipped.
We run product delivery on your engineering brain. Specs grounded in real code, builds and triage. We ship outcomes, not timesheets.
Before
Engineering ran on timesheets and status updates. Output was hours billed, not functions shipped.
Now
Delivery runs on your engineering brain. Specs grounded in real code. Builds and triage continuous. You get shipped outcomes.
Operated proof · 240 functions delivered
Eight years operating live product functions across fintech, healthtech, mobility and SaaS.
Outcome: shipped and adopted, not billed hours.
See the case studyWhat we can build
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What makes the functions run: the engineering depth behind each operated outcome.
Not a menu of services. This is the bench depth that runs the four functions above, built across 240 delivered projects.
Cross-Platform & Native Mobile App Build
60 projectsEnd-to-end production mobile app delivery across Flutter, React Native, KMM, and native iOS/Android: covering auth, state management, deep linking, push, offline-first patterns, crash stabilization,…
DevOps, Cloud Infrastructure & Platform Engineering
52 projectsCloud platform builds and migrations on AWS/GCP/Azure: Kubernetes (EKS/GKE), CI/CD pipelines, IaC (Terraform), GitOps (ArgoCD), secrets (Vault), observability stacks (Prometheus/Grafana/Loki/EFK),…
AI / LLM / Agent Product Engineering
47 projectsProduction AI features and agentic systems: RAG pipelines, multi-agent orchestration (LangGraph/A2A), voice & video AI (VAPI/Tavus), document intelligence, NL→SQL, fine-tuning (Llama/Mistral), prompt…
Fintech, Payments, Lending & Wallets Platform Build
39 projectsRegulated fintech backends: payment gateway orchestration, multi-PSP routing, wallets, settlement, double-entry ledgers, card issuance, subscription billing, digital loan origination, co-lending,…
Data Engineering, Analytics & BI Platform
35 projectsEvent-driven data pipelines (Kafka/Debezium/ClickHouse CDC), ETL/ELT, data lakes & warehouses, ML serving, healthcare claims analytics (FHIR/OMOP), smart-meter & ESG analytics, BI dashboards…
Multi-Tenant / White-Label & Enterprise SaaS Platform Build
35 projectsEnd-to-end multi-tenant and white-label SaaS platforms (web + admin portals) with tenant isolation, branded URLs, SSO (SAML/OIDC/Azure AD), configurable RBAC, schema-driven workflow builders,…
And the rest of the library
Run a function
Stop renting hours. Start running functions.
Pick the function you want off your plate. We map the brain and name the outcome before you commit.
See the operated functions