What We Build

Six disciplines.
One system.

We don't offer services in the abstract. Every engagement is scoped, architected, and delivered as a complete system. These are the six disciplines we operate in.

01
AI Systems Integration

End-to-end integration of AI models into your existing stack. We connect CRMs, ERPs, databases, and APIs to intelligent systems that act — not just report.

LLM APIsRESTWebhooksn8nMake
  • Model selection and fine-tuning strategy
  • API architecture and rate-limit design
  • Fallback and error-handling pipelines
  • Cost monitoring and token optimization
02
Custom Tool Development

Proprietary AI tools built to your exact specifications. Internal dashboards, intelligence engines, automated reporting systems, and client-facing AI products.

ReactPythonClaude APIGPT-4
  • Full-stack tool development
  • White-label AI product builds
  • Internal intelligence dashboards
  • Automated client-facing reports
03
Agent Orchestration

Multi-agent systems that run complex workflows in parallel. Research, analysis, generation, QA — autonomous pipelines with human-in-the-loop checkpoints.

AgentsMCPMulti-modelParallel
  • Agent role definition and scoping
  • Inter-agent communication design
  • Human-in-the-loop checkpoints
  • Monitoring and failure detection
04
Data Architecture

AI-ready data infrastructure. Vector stores, RAG pipelines, structured knowledge bases, and real-time data routing for model consumption.

RAGEmbeddingsPineconePostgres
  • Vector database selection and setup
  • RAG pipeline design and tuning
  • Data chunking and embedding strategy
  • Retrieval quality evaluation
05
Workflow Automation

Replace manual processes with intelligent automation that adapts. From lead routing to content pipelines to internal ops — we eliminate the drag.

MakeZapiern8nGHL
  • Process mapping and automation audit
  • Trigger-based workflow design
  • CRM and ops tool integration
  • Error handling and alerting
06
AI Strategy & Audit

For organizations not sure where to start. We map your operations, identify leverage points, and deliver a precision implementation roadmap.

AuditRoadmapROI Analysis
  • Full operations audit
  • AI leverage point identification
  • Phased implementation roadmap
  • ROI projection and prioritization

Precise.
Deliberate.

01 / Audit
Map the terrain

We start with a full systems audit. What exists, what breaks, where the AI leverage is. No assumptions. This phase produces the blueprint for everything that follows.

02 / Architecture
Design the system

We design the full stack before writing a single line of code. Architecture decisions here determine reliability at scale.

03 / Build
Execute precisely

Build sprints with weekly checkpoints. You see working systems, not slide decks. Feedback loops are short.

04 / Transfer
Hand over, fully

Full documentation. Training for your team. A system your people can operate without us. Your independence, not your dependency.

Model-agnostic.
Stack-native.

Claude / GPT-4
Primary reasoning models selected per use case
n8n / Make
Automation and workflow orchestration
Pinecone / PGvector
Vector databases for RAG and semantic search
React / Python
Full-stack tool and dashboard development
HubSpot / ClickUp
CRM and ops layer integration
GoHighLevel
Marketing automation and CRM workflows
Langchain / LlamaIndex
RAG pipeline and agent framework construction
Supabase / Postgres
Backend database and auth infrastructure

The right system
for your exact
problem.

Every engagement begins with a discovery call. No pitch. No deck. Just a clear look at what you're dealing with and what it would take to solve it.

Book a Discovery Call
Why Sakiro