Solutions

    Start with the outcome you need.

    Where does your team need lift?

    Chiri provides enterprise AI implementation services. We design, deploy, secure, and operate company-specific AI. Each solution solves one problem inside that work. You own what Chiri builds, so your company keeps its advantage.

    Ontology
    SOLUTION 01

    Own the map of your business.

    Make your institutional knowledge a durable asset your AI acts on, not a guess.

    CHIRIFIG. 01 · ONTOLOGYENTITY · Nº 0731TYPECustomerSEGMENTEnterpriseRECORDS1,284RELATIONS6OWNERyouRESIDENCYyour tenantSTATUSgovernedGROUNDED · ATTRIBUTABLE · LIVEselectedplacessignsbilled oncontainssettled byserved atCustomerOrderContractInvoiceProductSiteNODE = ENTITY EDGE = RELATIONSHIP CARD = LIVE RECORDThe living map of how your business works.Real entities and the named ways they relate, on data you own. Your AI reasons on the terrain, not a guess.
    AI Harness & Governance
    SOLUTION 02

    Governance and security, built into the foundation.

    Deploy in production with roles, audit, and runtime protection built in from day one.

    CHIRIFIG. 02 · THE AI HARNESSTHE HARNESSOrchestrationModelreasoningMemoryshort / longToolsExternalSystemsCRM·DB·SaaSobservation / feedback1234567pre-execution check.CALLOUTS1 reasoning engine2 orchestration3 memory4 tools5 governed checkpoint6 external systems7 feedback loopCHECKPOINTpolicy check · before executionOne checkpoint between thought and action.The harness lets the model act. Every proposed action passes one governed checkpoint.
    AI Spend Optimization
    SOLUTION 03

    Maximize the ROI of every AI dollar.

    Route each workload to the model that meets its requirements. This routing supports business continuity and lower costs.

    CHIRIFIG. 10 · TOKEN OPTIMIZATIONIncoming taskneeds: reasoninglow latency · in-boundcriteriaCOST-AWAREROUTER> COST> CAPABILITY> LATENCY> BOUNDARYclears the bar?ALPHA STAYS IN-BOUNDARY$/taskFrontier$$$Mid-tier$$Compact$escalate up · fallback downjob completes either wayCOST vs CAPABILITYchosencapability →costsolid = route dashed = fallback / escalate terracotta = chosen efficient routeThe shortest sound route.The router picks the smallest model that clears the bar, and holds a fallback so the job completes.
    Agentic Engineering
    SOLUTION 04

    Durable lift for your team.

    Embed or train a team that delivers with proven methods. Your team does not need to manage the platform.

    CHIRIFIG. 07 · THE FORWARD-DEPLOYED PODTHE PODOperatorSME · tech PMEngEngEngtransferCLIENT TEAM · your processyour people, gaining liftOntology + Harness · owned by youlearnings harden into owned assetsPOD ROSTEROPERATOR×1ENGINEER×3MODEembeddedTENURE8 wksEXITtransferOUTCOMEclient lifthairline = staffing bold = capability transfer dashed = feedback to owned assetsYour people, doing more of what only they can do.A pod embeds beside your team, then withdraws. Your people do more of what only they can do.