Four AI/ML products, one operating model — clinical workflows, visual inspection, data center operations and nonprofit CRM. Explore the portfolio

Human-in-the-loop AI

AI does the work. You make the call.

Human-in-the-loop AI for healthcare, manufacturing, data centers and nonprofits. It takes on the repetitive, high-stakes work, then hands every decision back to the people accountable for it.

01 · Clinical HealthAI

AICaptures the consultation, translates it and drafts the summary.
Doctor approves every clinical decision.

02 · InspectionAI

AIDetects, segments and classifies defects from production images.
Reviewer has the final say at every quality gate.

03 · DataCenterAI

AIForecasts cooling, energy, anomalies and capacity.
Operator approves what happens next.

04 · Non-Profit CRM

AIConnects donors, volunteers, events and impact in one view.
Your team owns every relationship that grows the mission.
WHAT THE AI DOESCLINICAL HEALTHAIINSPECTIONAIDATACENTERAINON-PROFIT CRMWHO MAKES THE CALLA person, every time

01 — Products

Four products. One rule: people make the call.

Clinical HealthAIILLUSTRATIVECONSULTATION · LIVETRANSCRIPT · TRANSLATEDDRAFT SUMMARYConsultation noteAWAITING DOCTOR APPROVALApproveEditNothing is sent without a signature.
InspectionAIILLUSTRATIVESCRATCH · HEADTHREAD · CHECKFINDINGSScratch · headThread · checkREVIEWER DECISIONYour quality gateAcceptRejectThe model flags.The reviewer decides.
DataCenterAIILLUSTRATIVEHALL A · THERMAL MAPCOOLING LOAD · FORECASTNOWRECOMMENDATIONRebalance coolingin rows 2–4OPERATOR APPROVAL REQUIREDApproveHoldNo change reaches the facilityuntil an operator approves it.
Non-Profit CRMILLUSTRATIVERELATIONSHIP MAPDonorsVolunteersEventsProgramsVendorsImpactMissionNEXT BEST ACTIONThank a returningvolunteerOWNERYour teamSchedule callLaterThe CRM suggests. People ownevery relationship.
  1. 01 / Clinical AI

    Clinical HealthAI

    What the AI does
    Captures the consultation, translates it and drafts the summary.
    Who makes the call
    Doctor approves every clinical decision.
    Explore Clinical HealthAI
  2. 02 / Vision AI

    InspectionAI

    What the AI does
    Detects, segments and classifies defects from production images.
    Who makes the call
    Reviewer has the final say at every quality gate.
    Explore InspectionAI
  3. 03 / Operations AI

    DataCenterAI

    What the AI does
    Forecasts cooling, energy, anomalies and capacity.
    Who makes the call
    Operator approves what happens next.
    Explore DataCenterAI
  4. 04 / Mission CRM

    Non-Profit CRM

    What the AI does
    Connects donors, volunteers, events and impact in one view.
    Who makes the call
    Your team owns every relationship that grows the mission.
    Explore Non-Profit CRM

02 — Method

Discover fast. Build responsibly. Scale with confidence.

  1. 01Workflow discovery
  2. 02Data and integration readiness
  3. 03Model and experience build
  4. 04Launch, measure, expand
How we work
AI/ML products
4
Months of product IP
18+
Operating locations
2
Integrated operating model
1

03 — Industries

Built where precision and trust matter.

Inspection programmes by industry
  • Clinicians reviewing a patient chart together
    Healthcare
  • Molten metal being poured in a steel foundry
    Manufacturing
  • Engineer in a cleanroom suit working under lithography light
    Semiconductor
  • Close-up of a printed circuit board
    Electronics
  • Two engineers with tablets in a server aisle
    Data centers
  • Volunteers planting a tree together
    Nonprofits
  • Lab technician handling sample plates
    Life sciences and medtech
  • A team planning with sticky notes at a table
    Enterprise operations
DECISION RECORDEvery step, on the recordAI SUGGESTIONDraft produced and flagged for reviewHUMAN REVIEWChecked against your own criteriaDECISIONApproved, edited or rejected by a named personAUDIT TRAILWho, what, when and why — kept and exportable

04 — Trust

Built for responsible enterprise adoption.

  • Human review and approval paths for critical decisions.
  • Implementation support from pilot through rollout.
  • Operational metrics that show adoption, quality and business impact.
Trust and data handling

05 — Insights

Written for the people who make the workflow stick.

All insights

Talk to INSAIT

Bring INSAIT a high-value workflow.