Continuous business context across connected systems.
Enterprise Intelligence
One intelligence layer for the entire company. MAK.U connects enterprise data, people, workflows and software—then reasons, coordinates and acts with governed autonomy.
Operational visibility from executive strategy to task execution.
Unified intelligence layer instead of disconnected copilots.
Human-defined permissions, policies and approval boundaries.
Six layers of intelligence. One seamless engine.
Every layer can be introduced independently or combined into a company-wide system that learns how your organization communicates, decides and delivers.
Enterprise Memory
Builds a governed, searchable memory of your company.
Context that survives every handoff.
- Semantic knowledge across documents, records and conversations.
- Entity resolution for clients, vendors, assets and cases.
- Time-aware memory with source attribution and permissions.
- Department-specific context without information leakage.
Decision Intelligence
Turns company signals into explainable recommendations.
Reasoning grounded in your reality.
- Root-cause analysis across operational signals.
- Scenario modeling for cost, capacity and revenue impact.
- Confidence, assumptions and source evidence surfaced.
- Escalation when information or authority is insufficient.
Agentic Planning
Converts objectives into controlled multi-step execution.
From “what” to a complete path.
- Breaks outcomes into tasks, owners and dependencies.
- Selects tools and routes work across software systems.
- Pauses at approval, risk or spend thresholds.
- Replans when new information changes the situation.
Action Fabric
Executes across APIs, workflows and human queues.
Safe action across the stack.
- Create, update, notify, schedule, calculate and reconcile.
- Idempotent actions that avoid accidental duplicates.
- Human review for high-impact or sensitive operations.
- Full activity trace with rollback-ready patterns.
Adaptive Operations
Improves workflows through measured outcomes and feedback.
A system that gets more useful.
- Captures approvals, corrections and outcome signals.
- Identifies recurring delays and process variance.
- Recommends workflow, policy and resource improvements.
- Preserves model and prompt versions for control.
Governed Autonomy
Keeps every action inside company-defined boundaries.
Autonomy without losing control.
- Role, field, record and action-level permissions.
- Approval matrices for spend, risk and compliance.
- Prompt, tool and data access policies by workspace.
- Audit evidence for every important recommendation.
Your company, continuously understood.
MAK.U can sit above existing ERP, CRM, finance and operations tools—giving leaders a single place to ask, inspect, simulate and act.
Operational intelligence
Live company contextOperating signal
87.4MAK.U activity
Revenue assurance
92%At-risk opportunities actively monitoredService velocity
+18%Change after workflow optimizationApproval load
−31%Routine work automated within policyDifferent businesses. The same need for clarity.
Use MAK.U as the intelligence layer inside purpose-built ABDflow products—or integrate it with the enterprise systems your company already uses.
Run every client case with less uncertainty.
Understand formation, visa, tax, document and renewal work as one connected operational journey.
See every property, tenant and obligation in context.
Combine lease events, maintenance, collections and portfolio performance into one operational picture.
Coordinate demand, drivers and service in real time.
Reason over orders, routes, fleet capacity and exceptions to keep delivery operations moving.
Keep workshops, parts and customer promises aligned.
Connect service jobs, technician capacity, tools and inventory to reduce idle time and missed commitments.
Turn company-wide data into coordinated execution.
Give every function a context-aware intelligence layer while preserving role boundaries, data policies and approval structures.
Enterprise intelligence should never be a black box.
MAK.U is designed around permissions, evidence, approval and observability—so organizations can adopt advanced automation without surrendering operational control.
Every action has a reason, an owner and a trace.
Apply company rules to what MAK.U can read, recommend, create, change or approve. High-impact actions can always require a human decision.
Fine-grained access
Respect workspace, role, record, field and action permissions across connected systems.
Evidence-linked answers
Surface source records, assumptions and confidence wherever decisions need verification.
Live observability
Inspect requests, tool calls, approvals, failures and outcomes from one operations console.
Deployment flexibility
Configure workspaces, data boundaries, model routing and integration scope for each environment.
Shape MAK.U around the way your company operates.
Build an indicative configuration across users, AI agents, usage and integrations. Final architecture, security scope and deployment requirements are assessed with ABDflow.
Configure your engine
Built to enter the company carefully—and expand with evidence.
Start with a high-value workflow, prove the operational impact, then connect more teams, systems and autonomous actions.
Not necessarily. MAK.U can act as the intelligence and orchestration layer across existing systems, or be embedded directly inside ABDflow software. The right approach depends on data quality, workflow ownership and the operational outcomes you want to improve.
Yes—only where your policies allow it. Low-risk, repetitive actions can be automated, while sensitive decisions can require review. Approval rules may be based on role, amount, risk, customer type, data sensitivity or any other business condition.
MAK.U combines connected records, documents, workflow definitions, role structures and business rules into a governed context layer. Implementation typically begins by mapping a focused process and the systems, decisions and exceptions around it.
The architecture can be designed with model routing, environment separation and data boundaries appropriate to the implementation. Availability depends on the selected deployment, model providers and organizational requirements.
Give your company an intelligence layer that can move work forward.
Bring one complex process. MAK.U can help transform it into a connected, measurable and increasingly autonomous operating system.