The decision is whether you want a deck and a roadmap or a working system in 30 to 90 days. We are SDVOSB-pending engineers, not body-shop consultants — here is the honest comparison against the generic AI consultancy and the Big-4 program shop.
Both Autom8ion Lab and a generic AI consultancy can help you deploy AI. The difference is whether you get an engineering team that owns the build end-to-end or an advisory team that hands implementation back to you. We are SDVOSB-pending engineers, not body-shop consultants.
Three vendor categories show up when companies start looking for AI implementation help. Each is the right answer for someone — but they solve different problems.
| Dimension | Autom8ion Lab (engineering shop) | Generic AI consultancy (advisory) | Big-4 consultancy (process) |
|---|---|---|---|
| Deliverable type | A working production system. Source code, infrastructure-as-code, runbooks, and the documentation package — handed over in a working state on a defined date. | A strategy deck, a roadmap, and a vendor-selection recommendation. The implementation is your team’s problem, or the consultancy will quote a separate body-shop engagement to staff it. | A multi-phase digital transformation program. Process maps, change management, vendor procurement, and a board-ready narrative. Implementation is layered in via partner firms or your in-house team. |
| Engineering ownership | We own the build end-to-end. Senior engineers write the code, deploy the infrastructure, and stay on through go-live. You are not assembling the team — we are the team. | Advisory by design. Most engagements end at the recommendation; some include a small "pilot" but production hand-off is rare. The deliverable is the deck. | Project leadership and program management. The actual engineering is sub-contracted, off-shored, or handed to your IT organization to staff. |
| Compliance documentation | SOC 2 evidence packages, HIPAA SSPs, CMMC POA&Ms, and audit-ready control narratives shipped with the build. Mapped to the system as it actually runs. | Compliance recommendations and gap reports. Documentation is generic; control implementation is your team’s problem. | Compliance program leadership. Frameworks, governance, and policy templates. Control engineering is sub-contracted. |
| Time to deploy | 30 to 90 days from kickoff to a working production system for a typical first engagement. Faster on narrow scopes; longer when full SOC 2 / HIPAA / CMMC scope is in play. | 6 to 12 weeks to a recommendation deck. Implementation timeline is determined by whoever does the implementation work — often 6+ months after the deck lands. | 12 to 24+ months on enterprise digital transformation programs. Multi-phase, multi-vendor, board-reported. |
| Total cost shape | Fixed-fee or milestone-based engagements. Most first projects land between $50k and $300k. Predictable; the price covers the working system, not the strategy doc. | Time-and-materials or fixed-fee strategy engagements. Often $40k-$150k for the deck; production implementation is a separate line item. | Multi-million-dollar programs typical at this tier. Right answer when the scope justifies the spend; over-engineered for a 30-day pilot. |
| Federal contracting credentials | SDVOSB Pending, veteran-owned. UEI YY2DR3KSENH7. CAGE 9YCS7. Eligible for SDVOSB set-asides and the federal small-business socioeconomic categories that come with them. | Varies. Most generic AI consultancies are large-business or unspecified socioeconomic status; not eligible for small-business set-asides. | Large business. Excellent on past-performance and bonding capacity; not eligible for small-business set-asides. |
| Best fit | You need a working AI or automation system in 30-90 days, with the SDVOSB / SOC 2 / HIPAA / CMMC documentation that proves it. You want one team that builds and documents at the same time. | You have a strong in-house engineering team and need outside strategy or vendor-selection help. You will own the implementation. | Board-level digital transformation programs with multi-year scope, multiple vendors, and program-management complexity that justifies the overhead. |
A working production system. Source code, infrastructure-as-code, runbooks, and the documentation package — handed over in a working state on a defined date.
A strategy deck, a roadmap, and a vendor-selection recommendation. The implementation is your team’s problem, or the consultancy will quote a separate body-shop engagement to staff it.
A multi-phase digital transformation program. Process maps, change management, vendor procurement, and a board-ready narrative. Implementation is layered in via partner firms or your in-house team.
We own the build end-to-end. Senior engineers write the code, deploy the infrastructure, and stay on through go-live. You are not assembling the team — we are the team.
Advisory by design. Most engagements end at the recommendation; some include a small "pilot" but production hand-off is rare. The deliverable is the deck.
Project leadership and program management. The actual engineering is sub-contracted, off-shored, or handed to your IT organization to staff.
SOC 2 evidence packages, HIPAA SSPs, CMMC POA&Ms, and audit-ready control narratives shipped with the build. Mapped to the system as it actually runs.
Compliance recommendations and gap reports. Documentation is generic; control implementation is your team’s problem.
Compliance program leadership. Frameworks, governance, and policy templates. Control engineering is sub-contracted.
30 to 90 days from kickoff to a working production system for a typical first engagement. Faster on narrow scopes; longer when full SOC 2 / HIPAA / CMMC scope is in play.
6 to 12 weeks to a recommendation deck. Implementation timeline is determined by whoever does the implementation work — often 6+ months after the deck lands.
12 to 24+ months on enterprise digital transformation programs. Multi-phase, multi-vendor, board-reported.
Fixed-fee or milestone-based engagements. Most first projects land between $50k and $300k. Predictable; the price covers the working system, not the strategy doc.
Time-and-materials or fixed-fee strategy engagements. Often $40k-$150k for the deck; production implementation is a separate line item.
Multi-million-dollar programs typical at this tier. Right answer when the scope justifies the spend; over-engineered for a 30-day pilot.
SDVOSB Pending, veteran-owned. UEI YY2DR3KSENH7. CAGE 9YCS7. Eligible for SDVOSB set-asides and the federal small-business socioeconomic categories that come with them.
Varies. Most generic AI consultancies are large-business or unspecified socioeconomic status; not eligible for small-business set-asides.
Large business. Excellent on past-performance and bonding capacity; not eligible for small-business set-asides.
You need a working AI or automation system in 30-90 days, with the SDVOSB / SOC 2 / HIPAA / CMMC documentation that proves it. You want one team that builds and documents at the same time.
You have a strong in-house engineering team and need outside strategy or vendor-selection help. You will own the implementation.
Board-level digital transformation programs with multi-year scope, multiple vendors, and program-management complexity that justifies the overhead.
Strategy-only engagements are the right answer for a specific kind of buyer. We will tell you so on the call.
Your team can ship the build once they know what to build. You need outside perspective on architecture, vendor selection, or AI/ML strategy — not implementation hands.
You are evaluating 12 model providers, three RAG frameworks, and four vector databases. A neutral advisory shop with a stable of vendor relationships can shortcut the bake-off.
You are still in the "should we do this at all?" phase. A 6-week strategy engagement at a fixed fee gives you a board-ready answer without scoping a build.
Some buyers genuinely need the deck — for board approval, for vendor RFPs, for regulatory pre-engagement. That is a legitimate scope, and it is not what we do.
Big-4 firms are excellent at the workload they are built for. The question is whether your project actually fits that shape.
Multi-year, multi-vendor, multi-business-unit scope. The program-management overhead and the boardroom relationship are genuinely valuable at that scale.
You have a SAP migration, a Workday rollout, an Oracle EBS retirement, and an AI program all running in parallel. Big-4 firms are built to run that complexity.
You are reorganizing a 5,000-person workforce around new AI-enabled processes. The change-management muscle is the deliverable, not the engineering.
Some Fortune 100 procurement processes effectively require Big-4 incumbents on past-performance grounds. That is a procurement reality we work with rather than fight.
These are the signals that show up on calls right before a buyer signs an engagement letter with us instead of a consultancy.
A deck does not solve the operational problem. A working AI agent, automation, or LLM system in production does. We ship one inside a quarter.
Federal procurement, regulated industries, and customer security questionnaires require the documentation package. We ship it as part of the build, not as a separate engagement.
Most consultancies separate the technical build from the paperwork. We do both at the same time. The documentation matches the system because the same engineers wrote both.
You speak directly with the engineers writing the code. No layered account team, no offshore delivery, no tier-1 ticket maze.
Five questions that separate a $100k strategy engagement, a $500k engineering build, and a $5M digital transformation program. Answer them honestly first.
A working production system? A strategy deck? A multi-year program plan? The answer determines which vendor category you are actually buying from.
If it is your team, you need strategy. If it is the vendor’s team, you need an engineering shop. If it is a coalition of three vendors, you need program management.
30-90 days favors an engineering shop. 6-12 months favors strategy plus implementation handoff. 12-24+ months favors program-management at the Big-4 tier.
If you need SDVOSB set-aside eligibility, SOC 2 evidence, HIPAA SSPs, or CMMC POA&Ms shipped with the system, that is engineering work. Strategy decks do not satisfy auditors.
Senior engineers building the system, principal consultants advising the strategy, or partner-level program managers running a multi-vendor program. They are not interchangeable.
A body shop staffs your project with whoever is on the bench, bills hourly, and walks when the contract ends. An engineering shop owns the build end-to-end on a fixed scope, ships a working system, and hands over the source and documentation. We are the second one. The senior engineer on the discovery call is the same engineer writing the code on day 30.
For a 30-90 day production engagement, yes — by an order of magnitude. Big-4 consultancies are excellent at multi-year, multi-vendor digital transformation programs where the program-management overhead is justified. They are not the right shape for a focused build that needs to be live in a quarter. Different tool for a different job.
Both. We have shipped engagements where a Big-4 consultancy owned the strategy and program management, and we owned the engineering build inside their program. We have also displaced consultancies whose recommendation was "you need a custom build" by being the firm that actually builds it. We are flexible on shape; we are not flexible on owning the engineering work end-to-end.
SDVOSB stands for Service-Disabled Veteran-Owned Small Business. The certification process runs through the Veterans Small Business Certification (VetCert) at the SBA. "Pending" means the application is in process; certified status unlocks SDVOSB set-asides and sole-source authority on federal contracts. Our UEI is YY2DR3KSENH7 and our CAGE is 9YCS7 — already issued and ready for federal contracting work.
We do the strategy work that is necessary to scope the build correctly — current-state assessment, target-state architecture, vendor and stack selection, and the documentation package. We do not do strategy as a stand-alone deliverable. If you need a year-long enterprise strategy program with no implementation in scope, a generic consultancy is a better fit. If you need a working system in 30-90 days with the strategy work as part of the build, that is what we do every day.
Bring the operational problem you want solved. We will tell you on the call whether it belongs with us, a generic consultancy, a Big-4 program team, or your in-house engineers — and we will be specific about why.
Federal contractor identifiers: UEI YY2DR3KSENH7 · CAGE 9YCS7 · SDVOSB Pending
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