FROM UNDERSTANDING TO EXECUTIONUnderstand the work.
Build the change.
Planning, automation and applied AI. Start where your team needs us.
01 / Practical planningMake the first step
a clear decision.
Understand workflows and people, clarify priorities and exceptions, and agree features and acceptance criteria.
Workflow discovery · requirements · service planning · UX/UI
Explore the service ↗ Sleep care app UX/UIApp planning · UX/UI · onboarding · UX writing▷ Screen preview See the related case and scope ↗02 / Workflow automationOne input.
The next task, ready.
Connect customers, deals, documents and approvals across interfaces, data and integrations.
Business systems · APIs · approvals & notifications · handover
Explore the service ↗ Customer & sales CRMFull-stack web product · contacts, deals and activities▷ Screen preview See the related case and scope ↗03 / Applied AIAI output,
ready for real work.
Apply search, analysis, drafting and multilingual communication with sources, access controls and human review.
Enterprise search · agents · analysis · translation & speech
Explore the service ↗ Small-business energy AIService planning · AI platform development▷ Screen preview See the related case and scope ↗
PRODUCTS & SERVICES
The product you need.
The engineering to deliver it.
From product planning and UX to engineering,
integration and deployment. Define your scope with us.
01 / SIConnect customer experiences, internal workflows, data and external systems in one working product.
- Websites & web appsBrand websites, customer portals, CMS, accounts and payments↗
- Mobile appsiOS and Android, push, device features and offline sync↗
- Desktop & field softwarePC tools, equipment integration, installers and updates↗
- Business systems & platformsCRM, ERP, inventory, bookings, approvals and admin tools↗
- Modernization & maintenancePerformance analysis, fault diagnosis, upgrades and migration↗
- Design systemsDesign tokens, shared components, accessibility and usage guidance↗
02 / AIFind knowledge, structure information and prepare the next action, with explicit data quality, permissions and review conditions.
- AI agents & knowledge searchDocument search, RAG, citations, tools and approval flows↗
- Private LLM infrastructurePrivate deployment, model serving, access control and inference operations↗
- Translation & speech AIText and speech translation, STT, TTS and multilingual video chat↗
- Customer & marketing AISegmentation, prediction, recommendations and measurable experiments↗
- ML development & MLOpsData pipelines, training, evaluation, deployment and monitoring↗
- AX strategy & transformationWorkflow assessment, priorities, proof of concept and operational rollout↗
03 / BLOCKCHAINConnect wallets, transactions and external modules with explicit signing authority, ledger states and recovery rules.
PRODUCT EXAMPLESExplore the product examples and implementation scope. Features, integrations and operating requirements are agreed for each project.
FROM WORKFLOW TO PRODUCTION
Engineering the system
behind the screen.
Design features and operating conditions together.
Define acceptance criteria before implementation.
- 01
Workflow & data model
Define user roles, business states and the authoritative data source. Apply rules for duplicates, missing information and conflicting edits in both the interface and API.
Requirements · state model · data model - 02
Integration & execution
Specify API inputs, responses and authentication. Handle timeouts, retries and duplicate requests, and connect state-changing operations to permissions and traceable records.
API contracts · authorization · retries - 03
AI evidence & review
Preserve document permissions and sources, and seek clarification when information is missing. Separate drafts from execution and apply review steps appropriate to the action’s consequences.
Evaluation set · evidence · action policy - 04
Release & operations
Validate normal operation alongside failure and recovery scenarios. Prepare configuration, logs, alerts, backups, rollback and operational handover within the agreed scope.
Acceptance results · release & recovery · runbook
Explore engineering and acceptance criteria by service ↗
