AI development company
AI development company for teams that need it in production
Moher builds AI agents, LLM applications, RAG systems and the engineering under them for other companies. Shipped to production in your repository from the first commit. Scoped in a week, a thin slice live by week three.
- 51 production repositories
- 5,844 commits
- 12 verticals shipped into
- 2 app stores
Start a project
Step 1 of 5
Got it. An engineer is reading your brief.
You will hear from us within one business day, usually sooner. If it is urgent, email t@moher.ai.
Why most AI projects never reach production
- 01
The demo was real. The system wasn't
Authentication, rate limits, cost ceilings, evaluation, failure modes, observability, a pager. The eight months between a room getting excited and anything reaching a user is where most AI projects die.
- 02
Nobody can tell whether a change helped
Without a scored eval set, every prompt edit and model upgrade is a coin flip. Six months in, the honest answer to 'is it better than March' is that nobody knows.
- 03
Unit economics were discovered on the invoice
A feature that delights at a thousand users can be insolvent at a hundred thousand. That is a design constraint, not a finance surprise.
- 04
The vendor kept the keys
Repository, cloud account, domain, tracking. If they're not in your name, your options are the vendor's options.
What you get
Running software in your accounts, with the numbers to prove it
AI product
Web, native iOS and Android, and agent systems, typed end to end, evaluated, deployed on push.
Retrieval and evals
Retrieval over your own data with citations, and an evaluation harness you can run yourself.
Agents with authority
Scoped, auditable actions against your systems. Human gates on anything irreversible.
Attribution spine
First-party click tracking on your domains, server-side postbacks, a warehouse reconciled to finance.
Demand systems
Paid, search and answer-engine visibility run against that spine and reported on contribution.
Content engines
Retrieval-grounded production with named human review gates and automated claim integrity.
Cost modelling
Per-request economics written down on day one, with caching and model-tier levers costed.
Handover that works
Runbooks, architecture notes and a local environment that starts. Not a zip file.
Engagements and pricing
What it costs and how long it takes
1 week
Scoping engagement
from $15,000
You have an idea, a prototype, or a stalled project and need a real plan with a real number.
- + Written scope: what ships, what doesn't, what it costs
- + Architecture sketch with the cost-per-request model
- + Eval plan, how we'll know it works
- + Fixed price or rate-plus-ceiling for the build
6 to 16 weeks
Product build
$60,000 to $250,000
You know what you need built and you want it running in production, in your repository, on a date.
- + A live system: web, native mobile, or agent, typed end to end
- + Thin slice in production by week three
- + Evaluation harness you can run yourself
- + Runbooks, a working local environment, a named handover
8 to 20 weeks
Platform and data infrastructure
from $150,000
The retrieval platform, the data layer, or the multi-product AI system the rest of the business stands on.
- + Ingestion and retrieval pipelines with permission checks
- + Warehouse and event model your AI reads from
- + Model serving with cost and latency budgets
- + Shared services every product inherits
Monthly, 3-month minimum
Retained operation
from $12,000 / month
You want what we built to keep improving, with one accountable party and a weekly number.
- + Deploys, incidents, and iteration against the eval harness
- + Weekly one-page readout: what moved, what changed, what's next
- + Cost-drift and quality monitoring
- + An exit written into the agreement from day one
Minimum engagement is $25,000. Below that, a senior build team rarely pays for itself and we will say so.
Ranges, not quotes. The scoping week is what turns a range into a number, and it is credited against the build if you proceed.
Every tier creates repositories, cloud accounts and domains in your name from the first commit. Nothing is held.
Before the first call
Something else? Email t@moher.ai and an engineer will answer it.
How much does AI development cost?
Our ranges are published: a one-week scoping engagement from $15,000, product builds $60,000 to $250,000, platform and infrastructure work from $150,000, and retained operation from $12,000 a month. Minimum engagement is $25,000. The scoping week turns a range into a fixed number and is credited against the build.
How long does it take?
Scope in one week. First production deploy, a thin slice, end to end, with auth, logging and cost tracking wired, usually by week three. Full builds run six to sixteen weeks depending on surfaces and integrations. We do not run a discovery phase you pay for twice.
Can you integrate with our existing systems?
Yes. Most work is integration rather than greenfield: CRMs, ERPs, data warehouses, payment and messaging platforms. The thin slice is built against your real systems from week one so integration risk is found early rather than at the end.
Who owns the code, the accounts and the data?
You do, from the first commit. Repositories, cloud accounts, domains, tracking and ad accounts are created in your name and billed to you. Ending an engagement is an access revocation, not a migration.
Should we hire in-house or work with you?
If you can hire a senior team that has shipped AI to production, in the time you have, hire. Most teams can't inside a year, and a half-built team is the expensive middle. We build it, document it, and hand it to whoever you hire next, or keep running it. Both are normal.
Will our data be used to train models?
No. We don't train on client data and we configure model providers on the tiers whose terms exclude training. Full detail, including what we cannot do for you, is on the security page.
Are you certified?
No SOC 2, no ISO 27001, and we say so plainly. Because engagements run inside your cloud accounts under your access controls, the audited environment is usually yours. If your procurement requires a vendor attestation, tell us early and we will tell you honestly whether it can be structured.
How do you measure success?
Against the number the project exists to move, conversion, cost per request, retention, revenue per page, reported weekly on one page. Never against activity.
Do you work with startups or enterprises?
Both, above the minimum. Startups usually arrive with a prototype that needs to become a system; enterprises usually arrive with a system that needs attribution, evaluation or a cost model. The pipeline is the same.
Will you compete with us?
No. We build for your market, never in it, and decline engagements that would place us opposite a client in their own category. That is the only reason our recommendations are worth anything.
Tell us what you need built
Four quick questions and an email. An engineer reads every brief and replies within one business day with next steps, and a written scope follows within a week.
- Written scope and price within a week
- Production deploy by week three
- Your repo and cloud from the first commit
- Senior engineers only, no account managers
Start a project
Step 1 of 5
Got it. An engineer is reading your brief.
You will hear from us within one business day, usually sooner. If it is urgent, email t@moher.ai.