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PROJECTS · HAMMER FLOW

MSP Automation Blueprint Portfolio

34 MSP Automation Blueprints

Hammer Flow is a service-led MSP automation case study spanning HF-001 through HF-034. The portfolio demonstrates how operational workflows can be audited, modeled and validated before adaptation to client-owned systems and production requirements.

Hammer Flow · HF-001–HF-034 · 34 Validated Blueprints

Improve the operating system without replacing it.

Hammer Flow helps MSPs reduce repetitive work, improve operational visibility and make important workflows more consistent. The model is based on auditing and improving the client’s existing PSA, RMM, Microsoft and vendor environment—not selling another software platform.

The Initiative

Hammer Flow helps MSPs audit, design, implement and maintain automation around the tools they already use.

The model is based on implementation, customization, integration and managed automation services—not a standalone SaaS product.

My Role Service design, workflow architecture, implementation and validation
Current Stage 34 validated local reference implementations
Core Tooling n8n, PSA/RMM APIs, Microsoft 365 and automation platforms
Delivery Focus Audit, implementation, integration, maintenance and managed automation
01 · Audit

Understand the operating workflow.

Review existing processes, tools, responsibilities, exceptions and repeated manual work before proposing automation.

02 · Design

Define decisions and safeguards.

Separate deterministic business rules from AI-assisted work and identify where human approval is required.

03 · Implement

Connect the tools already in use.

Build workflows around PSA, RMM, Microsoft 365, reporting and communication systems instead of replacing the client’s stack.

04 · Manage

Monitor, maintain and improve.

Review failures, changing APIs, operational feedback and new automation opportunities after implementation.

What Hammer Flow Delivers

Workflow Audits

Identify repetitive work, slow handoffs, reporting gaps, SLA risk and processes that rely too heavily on individual memory.

Implementation

Build production-ready workflows using appropriate low-code, API-based and custom automation components.

Integration

Connect PSA, RMM, Microsoft 365, email, reporting and internal operations without introducing unnecessary platform replacement.

Managed Automation

Maintain workflows, review failures, update integrations and continue improving the operating system over time.

Business Decision

Service-led instead of SaaS-led.

MSPs already operate across established PSA, RMM, Microsoft and vendor systems. Hammer Flow is designed to improve those systems through implementation and managed service work rather than asking clients to adopt another platform.

What It Demonstrates

Operational thinking beyond individual workflows.

Hammer Flow demonstrates service design, business-rule modelling, workflow architecture, safe integration planning, deterministic validation and the ability to translate operational problems into reusable systems.

MSP Automation Portfolio

34 VALIDATED MSP AUTOMATION BLUEPRINTS

Original 15 workflows plus a 19-department expansion.

Each blueprint turns a practical MSP operating problem into reproducible rules, a reviewable output and a safer path toward client-specific implementation. Open any workflow below to review its problem, logic, output, operational value and safety boundary.

Portfolio status: HF-001 through HF-034 are completed reference implementations validated with synthetic data. They are not presented as active client deployments or autonomous production systems.

01

Service Desk & Operations

Reduce repetitive service-management work while giving dispatchers, service managers and leadership clearer operational visibility.

4 workflows
HF-001 Weekly Executive Service Desk Digest A consistent executive digest with operational KPIs, exceptions and the service areas that need management attention.
Problem

Service managers often spend hours assembling weekly PSA exports, ticket counts and SLA summaries before leadership can understand what happened.

Deterministic workflow

Reads ticket activity and applies fixed rules to calculate opened, resolved and outstanding work, SLA breaches, reopened tickets, waiting states, resolution time and client or category activity.

Primary output

A consistent executive digest with operational KPIs, exceptions and the service areas that need management attention.

Operational value

Reduces recurring report preparation, improves management visibility and makes weekly service reviews easier to run.

Safety boundary

Read-only reporting. It does not update tickets, contact clients or make service-management decisions.

HF-002 SLA Risk Alert A deterministically ordered internal alert showing the tickets that require the earliest service-management review.
Problem

Tickets approaching breach can remain buried in active queues until the MSP has little time left to protect the SLA or communicate risk.

Deterministic workflow

Classifies open tickets into breached, critical, high-risk and watch bands while also identifying high-priority unassigned and stale active work.

Primary output

A deterministically ordered internal alert showing the tickets that require the earliest service-management review.

Operational value

Helps teams intervene earlier, protect client commitments and focus dispatcher attention on the most time-sensitive work.

Safety boundary

No PSA write actions. A human decides whether to reassign, escalate, communicate or change a ticket.

HF-003 New Ticket Triage & Routing Recommendation A prioritized dispatcher review queue with routing recommendations, risk flags and missing-information prompts.
Problem

Manual triage creates inconsistent categories, priorities and queue assignments while increasing dispatcher workload.

Deterministic workflow

Uses deterministic keyword, impact, security, VIP and information-quality rules to recommend urgency, category, destination team and the next dispatcher action.

Primary output

A prioritized dispatcher review queue with routing recommendations, risk flags and missing-information prompts.

Operational value

Speeds up first-touch triage, improves queue consistency and gives technicians better context before work begins.

Safety boundary

Recommendations only. It does not assign technicians, change priority or update the PSA without human approval.

HF-004 Recurring Incident & Problem Candidates A problem-candidate report showing recurring clusters, evidence, severity and recommended service-manager review actions.
Problem

Repeated incidents can appear unrelated across clients, technicians and dates, allowing systemic problems to consume support capacity.

Deterministic workflow

Normalizes ticket details, applies exact issue signatures, groups matching incidents and scores recurrence using transparent fixed rules.

Primary output

A problem-candidate report showing recurring clusters, evidence, severity and recommended service-manager review actions.

Operational value

Helps MSPs move from repeated reactive fixes toward root-cause work and more stable client environments.

Safety boundary

It never merges tickets or creates a problem record. Formal problem management remains a human decision.

02

Identity, People & Licensing

Improve onboarding, offboarding and cloud-license control without allowing a prototype to make access or billing changes.

3 workflows
HF-005 New Hire Onboarding Readiness An approval-ready onboarding queue with readiness status, findings, proposed provisioning steps and a human-review checklist.
Problem

Incomplete requests, duplicate identities, policy conflicts and unapproved elevated access create delays and security risk before a new employee starts.

Deterministic workflow

Checks request completeness, identity conflicts, allowed licenses, groups, applications, department defaults and required approvals.

Primary output

An approval-ready onboarding queue with readiness status, findings, proposed provisioning steps and a human-review checklist.

Operational value

Reduces back-and-forth, makes onboarding requirements visible and helps teams prepare access before the employee’s start date.

Safety boundary

It does not create accounts, assign licenses or grant access. Every provisioning action requires human authorization.

HF-006 Pax8 License Reconciliation & Billing Leakage Alert A financial review queue with discrepancy evidence, estimated monthly and annual exposure and recommended review actions.
Problem

Purchased subscriptions, assigned Microsoft 365 licenses and PSA agreement quantities can drift apart, creating lost revenue and avoidable cloud cost.

Deterministic workflow

Reconciles distributor quantities, active assignments and billed agreement lines to identify used-not-billed, paid-unused, orphaned, terminated-user and quantity-mismatch conditions.

Primary output

A financial review queue with discrepancy evidence, estimated monthly and annual exposure and recommended review actions.

Operational value

Protects recurring revenue, reduces licensing waste and makes billing corrections easier to investigate.

Safety boundary

No license cancellation, reassignment or invoice correction occurs automatically. Financial and identity records require human review.

HF-007 Secure Employee Offboarding Readiness A prioritized offboarding queue showing readiness classification, missing evidence and the actions an authorized reviewer should verify.
Problem

Offboarding requests can arrive late or incomplete, leaving active accounts, sessions, licenses and application access after departure.

Deterministic workflow

Evaluates synthetic offboarding requests against deterministic readiness, timing, information, approval and access-risk conditions.

Primary output

A prioritized offboarding queue showing readiness classification, missing evidence and the actions an authorized reviewer should verify.

Operational value

Improves offboarding coordination, reduces lingering-access risk and gives service teams a repeatable review process.

Safety boundary

No account is disabled, session revoked, license removed or mailbox changed. Every real action requires human approval.

03

Security & Client Risk

Turn fragmented alert and relationship signals into reviewable priorities without automating security response or client communication.

2 workflows
HF-008 Endpoint Security Alert Triage A prioritized analyst queue with risk scores, review reasons, evidence and recommended escalation paths.
Problem

Security teams can receive more endpoint alerts than they can consistently evaluate, increasing the chance that important threats are delayed or overlooked.

Deterministic workflow

Applies deterministic severity, threat-state, endpoint, age and risk rules to synthetic endpoint-protection alerts.

Primary output

A prioritized analyst queue with risk scores, review reasons, evidence and recommended escalation paths.

Operational value

Reduces first-pass triage effort and helps analysts focus on alerts with the greatest potential client impact.

Safety boundary

Read-only recommendation workflow. It does not isolate endpoints, kill processes, close alerts or create PSA actions.

HF-009 Client Sentiment & Churn-Risk Alert A prioritized client-success queue showing churn-risk level, supporting signals and recommended internal review.
Problem

Declining satisfaction, recurring service issues and account risk often live in separate systems and become visible only after the client relationship has deteriorated.

Deterministic workflow

Combines operational rollups, CSAT summaries, feedback and missing-data signals using transparent thresholds, point values and fixed classification precedence.

Primary output

A prioritized client-success queue showing churn-risk level, supporting signals and recommended internal review.

Operational value

Helps account teams intervene earlier, prepare service-recovery conversations and improve client retention visibility.

Safety boundary

It does not contact clients, alter account status or promise a commercial response. Human relationship judgment remains essential.

04

Reporting, Governance & Profitability

Prepare stronger management reviews, security oversight and margin analysis from reproducible evidence.

4 workflows
HF-010 Automated QBR Data Harvester A consolidated QBR preparation package with data-quality findings, operational risks and a prioritized human-review queue.
Problem

Quarterly business reviews require account managers to gather and reconcile information from service, asset, security, licensing, billing and client-success sources.

Deterministic workflow

Collects synthetic source-area summaries, normalizes them by client, checks completeness and freshness and calculates deterministic QBR readiness and risk priorities.

Primary output

A consolidated QBR preparation package with data-quality findings, operational risks and a prioritized human-review queue.

Operational value

Shortens QBR preparation, improves consistency across accounts and helps client conversations focus on evidence rather than data chasing.

Safety boundary

Advisory only. It does not change systems, approve commercial actions or replace an account manager’s review.

HF-011 Microsoft 365 Security Baseline & Privileged Access Review A severity-ranked Microsoft 365 review with evidence, audit trails, policy references and recommended human actions.
Problem

Privileged access, authentication gaps, exclusions and external sharing can accumulate across Microsoft 365 tenants without a consistent review process.

Deterministic workflow

Checks privileged MFA, administrator concentration, standing access, Conditional Access exclusions, legacy authentication, stale guests, forwarding, app permissions and governance evidence.

Primary output

A severity-ranked Microsoft 365 review with evidence, audit trails, policy references and recommended human actions.

Operational value

Improves tenant-security visibility, supports governance reviews and helps MSPs prioritize the highest-risk identity conditions.

Safety boundary

Read-only and advisory. It does not alter roles, policies, sessions, mailboxes, users or application permissions.

HF-012 Backup Failure & Recovery Readiness Escalation A prioritized backup and recovery-readiness report with severity, evidence, ownership and recommended escalation.
Problem

A successful backup job does not always mean a workload is recoverable, and repeated failures or missing recovery evidence can remain hidden until an incident occurs.

Deterministic workflow

Evaluates synthetic backup status, failure history, workload priority, recovery evidence, ownership, exceptions and readiness conditions using fixed rules.

Primary output

A prioritized backup and recovery-readiness report with severity, evidence, ownership and recommended escalation.

Operational value

Helps service leaders find protection gaps earlier and gives backup reviews a clearer operational priority.

Safety boundary

It does not restart jobs, trigger restores, change retention, modify repositories or open production tickets.

HF-013 Time Entry & Agreement Profitability Leakage A prioritized profitability report with quantified exposure, supporting evidence and human-review recommendations.
Problem

Missing time, write-offs, over-consumed agreements and unbilled overage can make apparently healthy clients or agreements quietly unprofitable.

Deterministic workflow

Calculates labor cost, recoverable revenue, ticket and agreement gross margin, included-hours consumption and unbilled overage from synthetic PSA and financial-policy data.

Primary output

A prioritized profitability report with quantified exposure, supporting evidence and human-review recommendations.

Operational value

Protects margin, identifies agreements requiring commercial review and helps leadership understand where service effort is not being recovered.

Safety boundary

No invoice, agreement, time entry, rate or accounting record is changed. Production financial interpretation requires qualified review.

05

Endpoint Compliance & Protection

Make patch, vulnerability and security-tool exceptions visible across the managed endpoint estate.

2 workflows
HF-014 Patch & Vulnerability Compliance Exception Report A compliance exception report with deterministic risk scores, evidence, audit trails and a prioritized remediation review queue.
Problem

Patch failures, unsupported software, pending reboots, vulnerabilities and unresolved exceptions are difficult to prioritize across clients and endpoint types.

Deterministic workflow

Evaluates endpoint, patch, vulnerability, lifecycle, reboot, ownership, maintenance and exception records using fixed age, severity and asset-risk rules.

Primary output

A compliance exception report with deterministic risk scores, evidence, audit trails and a prioritized remediation review queue.

Operational value

Improves patch-governance visibility, reduces manual exception review and helps teams focus on the endpoints with the highest operational risk.

Safety boundary

Evidence and recommendation only. It does not install patches, reboot devices, approve exceptions or claim regulatory compliance.

HF-015 Endpoint Protection & Security Tool Coverage Gap Report A client and endpoint-level coverage report showing missing protection, agent health problems, tool conflicts and below-target coverage.
Problem

An endpoint can exist in the RMM but be missing, unhealthy, stale, unlicensed or incorrectly configured in one or more security tools.

Deterministic workflow

Reconciles synthetic endpoint inventory, EDR and protection agents, policy assignments, health, telemetry, definitions, licensing, exclusions and high-risk asset requirements.

Primary output

A client and endpoint-level coverage report showing missing protection, agent health problems, tool conflicts and below-target coverage.

Operational value

Reduces blind spots, supports security-tool standardization and gives MSPs evidence for client remediation and licensing review.

Safety boundary

Read-only review. It does not install agents, change policies, remove tools, isolate endpoints or modify licensing.

06

Finance & Procurement

Expose cash, purchasing and vendor-invoice exceptions before an authorized financial decision is made.

2 workflows
HF-016 Accounts Receivable & Collections Risk Escalation Finance · Reconciles invoices, payments, credits, disputes and payment promises to identify overdue balances, broken promises, unresolved disputes and unapplied funds.
Department / Function

Finance

What it does

Reconciles invoices, payments, credits, disputes and payment promises to identify overdue balances, broken promises, unresolved disputes and unapplied funds.

Safety boundary

It does not contact clients, apply funds, alter invoices or initiate collection actions. Finance staff review every proposed next step.

HF-033 MSP Procurement, Purchase Order & Vendor Invoice Exception Review Finance / Procurement · Reconciles purchase orders, receipts, vendor invoices and approval evidence to identify mismatches, duplicates, missing records and invoice exceptions before payment review.
Department / Function

Finance / Procurement

What it does

Reconciles purchase orders, receipts, vendor invoices and approval evidence to identify mismatches, duplicates, missing records and invoice exceptions before payment review.

Safety boundary

It does not approve purchases, modify accounting records or release payments. Procurement and finance owners make those decisions.

07

Growth, Marketing & Sales

Turn lead, campaign, pipeline, email and search evidence into explainable review queues and performance reports.

6 workflows
HF-017 MSP Lead Qualification & Sales Readiness Escalation Lead Generation · Applies exclusions, consent controls, ICP-fit rules and buying-intent evidence to create an explainable sales-review queue without contacting prospects.
Department / Function

Lead Generation

What it does

Applies exclusions, consent controls, ICP-fit rules and buying-intent evidence to create an explainable sales-review queue without contacting prospects.

Safety boundary

It does not send outreach, change consent or automatically qualify a person for sales action. A human reviews the evidence first.

HF-018 MSP Marketing Attribution & Pipeline Performance Report Marketing · Connects campaigns, leads, touchpoints and opportunities to report qualified pipeline and available closed-won revenue without treating attribution as proof of causation.
Department / Function

Marketing

What it does

Connects campaigns, leads, touchpoints and opportunities to report qualified pipeline and available closed-won revenue without treating attribution as proof of causation.

Safety boundary

It reports evidence and limitations without rewriting source records, claiming causation or changing campaign budgets.

HF-022 MSP Sales Pipeline, Proposal Follow-Up & Deal Risk Escalation Sales · Reviews qualified opportunities for stalled stages, missing engagement, overdue follow-ups, proposal risks, ownership gaps and approaching decision dates.
Department / Function

Sales

What it does

Reviews qualified opportunities for stalled stages, missing engagement, overdue follow-ups, proposal risks, ownership gaps and approaching decision dates.

Safety boundary

It does not contact prospects, modify opportunities, approve discounts or make forecasting commitments.

HF-026 Campaign Performance & Lead Source Leakage Marketing Operations · Finds missing or conflicting lead sources, broken campaign references and overdue sales handoffs while reporting campaign pipeline, revenue, ROAS and ROI only when supported.
Department / Function

Marketing Operations

What it does

Finds missing or conflicting lead sources, broken campaign references and overdue sales handoffs while reporting campaign pipeline, revenue, ROAS and ROI only when supported.

Safety boundary

It does not overwrite attribution, change campaigns or treat incomplete source evidence as a definitive performance claim.

HF-027 Email Marketing Deliverability & Engagement Exception Report Email Marketing · Identifies complaint and bounce risks, authentication failures, suppression violations, unsubscribe issues, engagement decline and abnormal sending patterns.
Department / Function

Email Marketing

What it does

Identifies complaint and bounce risks, authentication failures, suppression violations, unsubscribe issues, engagement decline and abnormal sending patterns.

Safety boundary

It does not send email, remove suppressions, modify authentication or change campaign settings.

HF-028 Technical SEO & Content Opportunity Audit SEO · Correlates crawl, CMS, internal-link, Search Console, analytics and performance evidence to identify technical SEO problems and content opportunities.
Department / Function

SEO

What it does

Correlates crawl, CMS, internal-link, Search Console, analytics and performance evidence to identify technical SEO problems and content opportunities.

Safety boundary

It does not publish content, alter the website or promise rankings. Recommendations require technical and editorial review.

08

People, Productivity & Scheduling

Make workload, recruiting follow-up and dispatch conflicts visible without automating sensitive people decisions.

3 workflows
HF-019 MSP Technician Capacity, Workload & Service Flow Review Productivity / Service Operations · Identifies workload pressure, available capacity, aging work, schedule variances, fragmented work, stale ownership and team bottlenecks without ranking employees.
Department / Function

Productivity / Service Operations

What it does

Identifies workload pressure, available capacity, aging work, schedule variances, fragmented work, stale ownership and team bottlenecks without ranking employees.

Safety boundary

It supports operational planning but does not score employee performance, reassign work or make employment decisions.

HF-020 MSP Recruiting Pipeline & Candidate Follow-Up Escalation Recruiting · Finds stalled applications, missing ownership, overdue interview feedback, delayed candidate updates, failed communications and recruiting-data problems.
Department / Function

Recruiting

What it does

Finds stalled applications, missing ownership, overdue interview feedback, delayed candidate updates, failed communications and recruiting-data problems.

Safety boundary

It does not rank candidates, reject applicants, schedule interviews or send candidate communications automatically.

HF-025 MSP Dispatch Calendar, On-Call Coverage & Appointment Conflict Review Calendar / Dispatch · Detects appointment conflicts, missing on-call coverage, unassigned visits, skill mismatches, availability problems and high-priority tickets without adequate scheduling.
Department / Function

Calendar / Dispatch

What it does

Detects appointment conflicts, missing on-call coverage, unassigned visits, skill mismatches, availability problems and high-priority tickets without adequate scheduling.

Safety boundary

It does not alter calendars, assign technicians or change on-call coverage. Dispatch owners review and approve changes.

09

Research, Analytics & Intelligence

Convert operational, vendor and client evidence into reviewable research, trend and prioritization outputs.

3 workflows
HF-021 MSP Vendor Lifecycle & Service Change Research Brief Research / Vendor Management · Converts verified vendor lifecycle and service-change notices into an evidence-backed brief showing affected products, client exposure and recommended human review.
Department / Function

Research / Vendor Management

What it does

Converts verified vendor lifecycle and service-change notices into an evidence-backed brief showing affected products, client exposure and recommended human review.

Safety boundary

It does not change services, notify clients or treat an unverified source as an approved operational instruction.

HF-023 MSP Service Delivery KPI Trend & Anomaly Review Analytics · Compares current and previous service-delivery metrics to identify meaningful deterioration in SLA performance, backlog, response time, reopen rates and satisfaction.
Department / Function

Analytics

What it does

Compares current and previous service-delivery metrics to identify meaningful deterioration in SLA performance, backlog, response time, reopen rates and satisfaction.

Safety boundary

It highlights evidence for management review without changing targets, tickets or staff assignments.

HF-024 MSP Client Portfolio Health & Strategic Account Prioritization Business Intelligence · Combines financial, service, agreement, satisfaction and risk evidence to prioritize strategic accounts for retention, remediation, renewal or monitoring.
Department / Function

Business Intelligence

What it does

Combines financial, service, agreement, satisfaction and risk evidence to prioritize strategic accounts for retention, remediation, renewal or monitoring.

Safety boundary

It does not label a client definitively, change commercial terms or trigger client communication without account-owner review.

10

Data, Engineering & DevOps

Find data-quality, extraction, deployment and control-evidence exceptions while preserving source evidence and approval boundaries.

4 workflows
HF-029 Duplicate, Stale & Orphaned Data Quality Report Data Management · Finds duplicate candidates, stale CRM or PSA records, broken parent relationships, invalid ownership and incomplete evidence without merging or deleting anything.
Department / Function

Data Management

What it does

Finds duplicate candidates, stale CRM or PSA records, broken parent relationships, invalid ownership and incomplete evidence without merging or deleting anything.

Safety boundary

It remains read-only and never merges, deletes or rewrites records. Data owners validate every proposed correction.

HF-030 Document & Message Structured-Data Extraction Data Extraction · Converts supported MSP document and message templates into evidence-backed structured previews while retaining the source line for every extracted field.
Department / Function

Data Extraction

What it does

Converts supported MSP document and message templates into evidence-backed structured previews while retaining the source line for every extracted field.

Safety boundary

Extracted values remain reviewable previews; the workflow does not overwrite systems or treat uncertain text as verified fact.

HF-031 CI/CD Failure & Deployment Readiness Escalation DevOps · Reviews pipelines, required checks, deployments and release risks to identify failures, blocked releases, stale deployments and insufficient readiness evidence.
Department / Function

DevOps

What it does

Reviews pipelines, required checks, deployments and release risks to identify failures, blocked releases, stale deployments and insufficient readiness evidence.

Safety boundary

It does not deploy, rerun pipelines, bypass checks, approve releases or modify repositories.

HF-032 Security & Compliance Evidence Gap Review Engineering / Security & Compliance · Identifies missing, stale, conflicting or incomplete control evidence without falsely declaring an organization compliant, certified, secure or audit-ready.
Department / Function

Engineering / Security & Compliance

What it does

Identifies missing, stale, conflicting or incomplete control evidence without falsely declaring an organization compliant, certified, secure or audit-ready.

Safety boundary

It does not certify compliance, change controls or remediate systems. Qualified owners interpret the evidence and authorize action.

11

Content Creation

Create source-grounded content planning outputs while keeping claims, rights and publication decisions under human control.

1 workflow
HF-034 Source-Grounded Content Brief & Safe Repurposing Review Content Creation · Transforms approved source material into content briefs, outlines and channel-specific drafts while flagging unsupported claims, rights issues, conflicting statistics and accessibility gaps.
Department / Function

Content Creation

What it does

Transforms approved source material into content briefs, outlines and channel-specific drafts while flagging unsupported claims, rights issues, conflicting statistics and accessibility gaps.

Safety boundary

It does not publish, approve claims or resolve usage rights. Editorial and legal review remain human responsibilities.

Prototype standard Synthetic data and repeatable validation
Repository standard Inactive, sanitized and credential-free exports
Operational standard Read-only before write access
Decision standard Human review for consequential actions

Tooling & Integrations

The platform is selected around the client environment.

Hammer Flow is not tied to a single automation product. The implementation approach depends on the MSP’s current stack, permissions, deployment requirements and internal capability.

n8n

Flexible workflow orchestration for API, data-processing, approval and reporting automations.

Rewst

MSP-focused automation for environments where Rewst is already adopted or is the appropriate client-owned platform.

Power Automate

Microsoft-native workflows across Microsoft 365, Teams, SharePoint, Outlook and related business systems.

Make

Visual integration workflows for suitable lower-risk operational and communication use cases.

PSA & RMM APIs

Planned integration paths include ConnectWise, Autotask, HaloPSA and supporting RMM systems.

Custom Code & AI

Used where deterministic rules, custom API work or carefully controlled AI assistance provide a clear operational advantage.

Safeguards & Delivery Principles

Automation should reduce operational risk—not hide it.

The implementation model begins with clear permissions, predictable rules, visible failure handling and human control over high-risk actions.

Client-Owned Infrastructure

Production workflows should run in client-controlled accounts and environments wherever practical.

Minimum Permissions

Connections receive only the access required for the specific workflow instead of broad administrative permissions.

Read-Only Before Write

New integrations begin with observation, reporting and recommendations before write-enabled actions are introduced.

Human Approval

Account creation, security changes, provisioning and other high-risk actions retain an explicit approval step.

Deterministic Rules Before AI

Calculations, classifications and business rules remain predictable wherever a deterministic method is available.

Logging & Failure Handling

Workflows should expose failures, preserve useful execution context and provide a clear path for investigation.

MSP Operations · Integration · Automation

The goal is not more software. It is less operational drag.

Hammer Flow is being developed around practical MSP workflows that can be audited, implemented, validated and managed inside the client’s existing environment.

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