AIKMATRA

AIKMATRA is the Operating System for the mixed workforce.

See AIKMATRA decide

People. AI agents. Robots. Work as one.

AIKMATRA decides who—or what—should do the work.

Give AIKMATRA an outcome. It considers the possible ways people, AI agents and robots can achieve it, selects the best workforce, runs the work and reorganizes the unfinished work when reality changes.

See AIKMATRA decide

Thousands of possible workforce combinations. One economically optimal execution plan.

Mixed-workforce decisionFrom outcome to verified result
Business outcomeDeliver and independently verify 1,000 unitsBy 4:00 PM · Within approved budget
  1. 01Plan
  2. 02Produce
  3. 03Inspect
  4. 04Accept

Eligible workers

Production specialistQualified person
Allocation plannerAI agent
Autonomous cellPhysical worker
Inspection systemIndependent verification

Possible coalitions

SpecialistReserve cell
Misses deadline
Planning agentAutonomous cell
Insufficient authority
SpecialistPlanning agentAutonomous cellInspection
Selected workforce

Verified result1,000 independently accepted

AIKMATRA decomposes the outcome into approved work, rejects workforce combinations that cannot satisfy its constraints, and selects a mixed team capable of producing an independently verified result.

The old assumption

Business software was built for human workers.

Now people, AI agents and physical systems operate through separate software. When one outcome crosses all three, a manager becomes the routing layer.

Companies bought intelligence three times—and still coordinate it by hand.

One accountable workforce

One operating system for every kind of worker.

AIKMATRA compares capability, authority, availability, economics and reliability across every eligible person, agent and machine—then selects the best complete workforce for the outcome.

01

People

Judgment, dexterity and accountable authority.

02

AI agents

Analysis, interpretation and adaptive planning.

03

Robots & intelligent machines

Physical execution, sensing and independent verification.

Continuous workforce decisions

Give the outcome. AIKMATRA decides the workforce.

AIKMATRA does not maximize automation. It maximizes verified output per dollar while honoring quality, deadline, safety and authority.

  1. Outcome

    Define the result and every hard constraint.

  2. Decide

    Generate and compare mixed-workforce coalitions.

  3. Run

    Dispatch the selected allocation with the right context.

  4. Reorganize

    Preserve completed work and reassign only what remains.

  5. Verify

    Close only when independent evidence proves the result.

Built for brownfield operations

Works with the systems you already run.

ERP, MES, WMS, QMS, CMMS, agent platforms and machine systems keep their records, controls and safety responsibilities.

AIKMATRA decides how work should move across the mixed workforce, carries context through every handoff and reorganizes unfinished work as conditions change.

Private pilot

Start with one high-value outcome.

For advanced operations where work already crosses people, software intelligence and physical systems.

See AIKMATRA decide