AI consulting and operational advisory for mid-market companies.
Hands-on advisory from operational audit through deployment to the years after. Eight scoped services. Pick one, combine several.
Eight ways our advisory and consulting work shows up.
Operations-heavy mid-market companies do not need a deck. They need the audit, the integration, the automation, the tool, and the team to run it. Each item below is a discrete AI consulting engagement. Pick one. Combine several.
Operational Audit
The operational audit is how every engagement starts. We go inside how your business actually runs today. Interviews with the people doing the work. Walk-throughs of the systems and the handoffs between them. Data flow mapping across the tools you already use. The output is a written picture of where the operation leaks time, money, and information, plus a phased plan for what to fix first.
- Stakeholder interviews across operations, finance, and front-line teams
- Workflow walk-throughs documented in plain language
- Data flow mapping across your existing stack
- Quantified inefficiency findings (time per task, error rates, rework cycles)
- Prioritized list of leverage points
- Written findings document and phased plan
Two weeks on-site or remote, depending on geography. Week one is interviews and walk-throughs. Week two is synthesis and the written plan. A read-out session at the end with the leadership team and the operators who participated.
A written audit document and a phased plan ranked by impact and effort. Even if the engagement ends here, you have a clear picture of where to start.
AI Strategy & Roadmap
AI strategy consulting for operations that already have a clear picture of how they run. Not every workflow benefits from AI; many do, in specific ways. The strategy work names where AI changes the math (faster, cheaper, more accurate, or possible at all) and where it adds complexity without adding value. The output is a phased roadmap your leadership team can build a budget against.
- Use-case shortlist by workflow, scored on impact and complexity
- Build vs. buy vs. integrate decisions per use case
- Vendor and platform recommendations (we tell you when we are not the answer)
- Capability mapping against your team's current skills
- Phased implementation roadmap with sequencing rationale
- Risk register: premature use cases, vendor lock-in, real-world test failures
Three to four weeks. The operational audit feeds directly into the strategy; if you come in without an audit, week one is condensed audit work to ground the strategy in real operations. Two strategy sessions with leadership: one mid-point, one final.
A roadmap document scoped for the next 12 to 24 months. Budget defensible to a board or partner group.
Systems Integration
Connect the tools you already use into a coherent operational environment. Your project management tool, your accounting system, your CRM, your communication channels, your document storage. Each holds a slice of the picture. Integration is the layer that lets the slices talk so a single change in one system shows up everywhere it matters.
- Tool inventory and integration audit (what talks to what today, what does not)
- API and middleware builds for connections that do not exist yet
- Two-way data sync where one-way is not enough
- Identity and access mapping so the right people see the right data
- Error handling and monitoring so a broken integration surfaces fast
- Documentation your in-house team can maintain
Scoped per integration pair. A simple sync (new CRM contact to mailing list) is days. A full operational integration (project tool to accounting to billing to client portal) is weeks. We sequence them in priority order so each one starts paying off before the next one begins.
Your existing stack continues to do what it does, with data moving between systems automatically. No more double entry. No more "I will check the other system and get back to you."
Workflow Automation
Purpose-built AI workflows on top of the integrated stack. Approvals that route themselves to the right person without an email chain. Invoice matching that flags discrepancies before they hit accounting. Document classification that puts contracts and certificates where they belong. The repetitive coordination work that slows mid-market operations down, replaced with structured AI workflows.
- Approval workflow design (request, routing, decision, audit trail)
- Document intake and classification (email, portal, photo, voice memo, all into a structured record)
- Invoice and receipt matching against work orders or POs
- Status synchronization across project, accounting, and field systems
- Notification logic that pings the right person at the right moment
- Exception handling so the automation knows when to hand back to a human
Each automation is scoped as a discrete engagement. Discovery, build, deploy, monitor. Two to six weeks per automation depending on complexity. We deploy in series, not in parallel, so each one is fully owned by your team before the next one lands.
Specific named workflows running on their own. Measurable: time saved per cycle, error rate down, percentage of work that no longer requires a human touch.
Custom Internal Tools
Internal applications, dashboards, and portals built to match how your team actually works. Tools shaped around your operation: a project hub for site teams, a reporting environment for finance, a client-facing portal that pulls from the systems you already run. The point is fit, not features.
- Internal dashboards (operations, finance, vendor management, project health)
- Field-team mobile interfaces (tablet-friendly, offline-capable where it matters)
- Role-based portals for clients, vendors, or partners
- Approval consoles with audit trails
- Document libraries with search, versioning, and access controls
- Reporting environments that pull live from operational systems
A short discovery to confirm the tool actually needs to exist (often a workflow automation is the better answer, and we tell you when). Then design, build, and a staged rollout to one team before company-wide. Four to twelve weeks per tool depending on scope.
A working internal application your team owns. Documentation. Source code. The ability to extend it yourselves or have us extend it later as a scoped engagement.
Training & Team Enablement
Role-based training and documentation so your team owns the deployed system. Every automation, integration, and tool we deploy comes with the training and runbooks needed for your people to operate, monitor, and extend the work after we leave. The point is durability, not dependence.
- Role-based training sessions (operations, finance, field, leadership)
- Written runbooks for each deployed automation
- Video walk-throughs of the integrated stack and custom tools
- Train-the-trainer sessions so your team can onboard new hires
- Operational handbook with escalation paths and known-issue patterns
- Quarterly refreshers as the toolset evolves
Embedded throughout every build engagement, then formalized at handoff. We design training as we go, so documentation exists by the time the system goes live. The handoff session is a working session, not a slide deck.
A team that knows how the system runs, who to call when it does not, and how to extend it without us. New hires onboard from your documentation, not ours.
Industry Intelligence
Quarterly briefings on the AI landscape in your sector. What is shipping, what is hype, what is worth evaluating, what is being deprecated. Built from what we see across engagements and what we read across the literature, distilled for the decisions your team is making this quarter, not next year.
- Quarterly written briefing scoped to your industry and operational profile
- Live read-out session with your leadership team
- Tool and vendor short-list updates (new entrants, deprecations, repositioning)
- Regulatory and compliance heads-up for AI-adjacent rules in your sector
- Internal Q&A: bring the AI questions your team is hitting, we answer them
- Optional one-off deep dive on a specific topic per quarter
On a quarterly cadence. The briefing arrives written; the read-out is a ninety-minute session. No live build work between quarters. This is the offering for operators who do not need a build engagement right now but want the picture to stay current.
Decisions you can make this quarter with confidence. Less time spent vetting vendors and reading AI think-pieces.
Ongoing Optimization
Once a system is deployed, the relationship does not end. We stay on as the ongoing advisory partner, tuning what is running, monitoring for drift, and surfacing where new automation work would compound the value of what is already there. New builds are scoped as discrete engagements when the value is clear, surfaced as opportunities rather than absorbed silently into the ongoing work.
- Quarterly system reviews against the original audit metrics
- Tuning and adjustment of deployed automations as the business changes
- Drift monitoring (data quality, integration health, vendor API changes)
- Opportunity identification: where new work would compound, surfaced and proposed when ready
- Priority support for your team when something behaves unexpectedly
- Annual roadmap refresh
Reviews are scheduled quarterly. Tuning, drift monitoring, and adjustment happen on an ongoing cadence. New scoped work, when you decide to take it on, runs alongside the ongoing partnership.
A system that keeps working as your business changes. Visibility into what is degrading, what is compounding, and where the next round of work would land.
Common questions about advisory engagements.
The things buyers ask before the first call. If the answer you need is not here, send a general inquiry or start the qualification intake.
How is this different from a traditional management consulting firm?
Can we pick just one of the eight services?
Do you sell software, or just advice?
What industries do you serve?
What does a typical engagement look like?
Do you build everything for us, or help our team build?
How long until we see operational change?
Ready to see what your operations could look like?
Start with a conversation. We'll walk through what you run on today and where the gaps are.