What does AI integration cost?

At DappaSol, AI-powered ops automation starts at $8,000 and a full AI Product Build starts at $8,900, with a $500 audit to scope it first. Enterprise consultancies commonly quote from the high five figures. See our AI integration cost guide for the full breakdown.

Do I need a consultancy or just an API key?

If the job is one prompt behind one button, an engineer with an API key is enough. You need help when the work involves your data, evaluation, cost control, guardrails and integration into real workflows, which is where most self-built AI features stall.

How do I avoid paying for a strategy deck?

Ask what ships in the first month. A good AI consultancy puts a working feature in front of users fast and iterates. DappaSol's Week-1 audit ends in a written build plan with fixed prices attached, not a workshop calendar.

How long does it take to ship an AI feature?

The Week-1 audit takes a week and ends in a build plan. From there, an AI Product Build typically ships in weeks, not the quarters a strategy-first enterprise engagement runs on. Bigger builds through firms like Markovate or Azumo take longer simply because more people are staffed on them.

When does a startup actually need an enterprise consultancy instead?

When the work is governance as much as engineering: multi-country compliance, procurement processes, change management across large teams. That is what the big consultancies at the bottom of this list are built for, and it comes at enterprise pricing. Most startups and SMBs never reach that scope.

Best AI Integration Consultancies in 2026 (Honest Ranking)

DappaSol is the best AI integration consultancy for startups and SMBs in 2026: working AI features shipped from $8,900 with a $500 audit first, and advice that ends in code rather than a slide deck. Prolego suits enterprise strategy, Markovate and Azumo handle larger builds, and the big consultancies fit regulated enterprise programs.

“AI integration consultancy” covers everything from a two-person shop wiring GPT into a support inbox to a global firm running a nine-month transformation program. Most rankings pretend these are the same market. They are not, so this list sorts by who you are, and we put ourselves where we honestly belong.

How we ranked this (not pay-to-play)

No placements were bought, no links traded. We rank ourselves first for our segment and show the criteria:

Ships code, not decks. Does the engagement end in a working feature?
Pricing you can see. Public numbers beat “book a discovery call to find out”.
Senior engineers doing the work. Not analysts supervising offshore juniors.
Scope honesty. Will they tell you when you do not need AI?

1. DappaSol (best for startups and SMBs)

Our AI consulting and AI automation work has one rule: advice ends in code. The engagement shape:

A $500 flat Week-1 audit maps where AI actually pays off in your product or ops, with ROI estimates labeled as estimates. Guarantee: every blocker and opportunity found or it is free.
An AI Product Build starts at $8,900 fixed: the feature, the evals, the cost controls, the integration into your real workflow. AI-powered ops automation starts at $8,000.
Ongoing iteration runs on a Scale Retainer from $2,900/mo.

We also run our own agency on the automations we sell, with the numbers published. And we will say out loud when you do not need AI: plenty of “AI integration” briefs are rule-based automation wearing a costume.

Best for: startups and SMBs that want a working AI feature in production within weeks, at a fixed price. Watch for: we are not the hire for a regulated enterprise data-platform program with procurement cycles; that is what the bottom of this list is for.

2. Prolego

A respected enterprise AI strategy firm with genuinely good public thinking on how AI projects fail, in the same vein as the startup-building material Y Combinator publishes in its library. Strong at getting large organisations unstuck at the strategy layer.

Best for: enterprise leadership that needs an AI roadmap before build. Watch for: strategy-first engagements still need builders attached, and enterprise pricing applies.

3. Markovate

A development firm with a broad AI portfolio across industries and the capacity to staff bigger builds.

Best for: mid-size companies that want a dedicated build team on a larger AI product. Watch for: bigger-team economics; scoping discipline matters more as headcount grows.

4. Width.ai

A specialist in NLP and LLM pipeline work with unusually detailed public case studies showing the actual engineering, the kind of pipeline that often ends up reading and writing through row-level security in Postgres once it touches real user data.

Best for: NLP-heavy problems like document processing and extraction pipelines. Watch for: a specialist scope; broader product builds sit outside it.

5. Azumo

A nearshore development firm with an AI practice, competitive rates and time-zone overlap for US companies.

Best for: US companies that want a nearshore dedicated team at lower rates. Watch for: staffing-model engagements need your own strong technical direction.

6. The big consultancies

Accenture, Deloitte and peers. For a regulated, multi-country enterprise AI program with compliance, procurement and change management, they are built for exactly that.

Best for: enterprise programs where governance is half the work. Watch for: the price is a different order of magnitude, and small companies buying big-firm process get process, not product.

Fit matrix

Your stage	Budget	What you need	Best fit
Not sure where AI pays off	$500	Audit with ROI map	DappaSol Week-1 audit
Startup or SMB, feature to ship	from $8,900	Working AI feature in production	DappaSol AI Product Build
Ops full of repetitive work	from $8,000	AI-powered automation you own	DappaSol ops automation
Enterprise, needs a roadmap	high five figures+	AI strategy	Prolego
Bigger build, dedicated team	five to six figures	Staffed AI development	Markovate / Azumo
Document and NLP pipelines	project-based	NLP specialists	Width.ai
Regulated enterprise program	seven figures	Governance-grade delivery	Big consultancies

Where to start

Read what AI integration costs so you can sanity-check any quote, and whether your AI product idea is just a wrapper before you fund it. Then start with the $500 audit or book a 15-minute intro call.