Free 2-minute assessment · not a generic AI audit

Your AI isn't the bottleneck.
Your business workflow is.

Every day your best people waste hours pulling data from ERP, CRM, spreadsheets and documents just to make one decision. We build the AI that does that work for them — so decisions happen in minutes, not days.

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Answered by the engineer who'd build it, not a salesperson · no cold calls, ever.
3 countriesMillion-dollar companies in Germany, Australia & the US run systems we built.
240k+ rowsof live accounting data answered by our AI — every figure backed by a real record.
253 / 253automated client emails delivered since May 2026. Not one failure.
Top Ratedon Upwork, 100% Job Success — independently checkable, not self-claimed.
Companies we've worked with5 engagements · 3 countries
elunic
Jensen Instrument Technologies
KUFU Finance
eXp Realty
T.R.E.E. Group
In 20 seconds: is this you?

Most enterprise AI projects start one layer too high.

You start with a model, a copilot or an automation idea. The business actually experiences the problem downstream — slow approvals, exception queues, margin leakage or decisions that take five systems and three people.

1

We know the numbers — someone still has to build the answer by hand before leadership can act.

2

The happy path is automated, but your best people own every exception — with context missing.

3

A customer is waiting while someone checks four systems for pricing, inventory and terms.

4

A PoC works — but production means identity, permissions, evaluation and failure behaviour become unavoidable.

5

ERP owns one truth, CRM another, legacy apps another — systems exchange data but never context.

6

The AI shipped. Now it needs to survive messy data, bad retrieval and provider failure without losing trust.

MARGIN / DECISION SPEED

Turn fragmented operating data into a decision before the meeting happens.

“Where are people still assembling context that the business already has?”

Proof, not theatre

Enterprise buyers don't need another impressive demo.

They need evidence the system survives messy data, real permissions and real failure modes.

Flagship · Jensen Instrument Technologies, Australia

Fourteen years of pricing history, answered in plain English.

Every repair quote depended on a few people's memory of scattered MYOB invoices. Now any authorised staff member asks in plain English — the AI writes its own SQL over the live accounting data and attaches the actual transactions to every answer. Read-only by construction: it provably cannot write to the database.

241,658rows under AI query
66.9 msslowest AI-written query
28–64×product-search speed-up
KUFU Finance

A daily market briefing, no human in the loop.

Matches public financial data to each subscriber's holdings and emails a ranked briefing at market open — unattended since May 2026.

150 briefings · 253/253 delivered
eXp Realty · T.R.E.E. Group

Voice agents that pick up when the agent can't.

AI voice agents qualifying buyers and sellers, routing serious leads to a human with context already gathered.

★★★★★ 5.0 · "A true professional. 10/10"
Same diagnostic approach, applied to your systems.
How the engagement works

Start with the economics. Engineer backward.

No six-week strategy theatre before touching the workflow.

01

Find the expensive workflow

Pick the decision, exception or approval that's actually costing time, money or risk — and quantify it.

02

Design & build the AI layer

Map the systems, identity and rules, then build the production layer — AI where judgment helps, deterministic code where it should.

03

Prove the outcome

Baseline vs. improved workflow performance, failure cases, and the economics — before we talk about expanding scope.

Srinath K., founder of Build with Sri
Srinath K.Founder & Lead Engineer
BasedBengaluru, India
ClientsGermany · Australia · US
StandingTop Rated · 100%
FocusProduction AI
Who you'd actually work with

No account managers. No handoffs.

Build with Sri is an AI engineering studio based in Bengaluru, working with million-dollar companies across Germany, Australia and the US. The engineer who scopes your workflow is the same one who builds it, tests it and answers for it.

★★★★★ 5.0 · Verified Upwork review

"Communication was clear and easy throughout, tasks were handled with care, and everything was delivered in a professional and reliable way."

— elunic, Germany
Before you ask

Common questions from people about to click the button.

No. A chatbot answers questions. We build the layer that pulls context from your CRM, ERP, contracts and documents, checks it against your business rules, and hands an authorised human a decision that's already assembled — with the AI's job stopping at "assemble evidence and route," not "make the call."

We don't want every company — the strongest opportunities have real workflow volume, multiple systems and an executive who already feels the cost. A quick text verification keeps the assessment for real decision-makers instead of bots, and means the result reaches you, not a spam folder. Your answers are saved before that step, not gated behind it — verification just confirms who to send the result to.

It's scoped to the workflow's value, not a flat rate — a slow approval costing you six figures a year is a different engagement than an internal reporting tweak. You'll get a real number after the assessment, once we both know whether there's a serious opportunity.

Identity, permissions, retrieval boundaries and deterministic checks are part of the architecture itself, not an afterthought — the Jensen case above runs read-only by construction, provably unable to write to the source database. That control design is one of the four things you're actually buying.

That's exactly what the assessment is for. Ten short questions about company size, systems, human effort and urgency are enough to tell honestly whether the workflow is expensive enough to justify engineering it — if it isn't, you'll hear that too.

The next step

Find the workflow worth fixing.

Tell us about the bottleneck. We'll use company size, systems complexity, workflow value and urgency to tell you honestly whether there's a serious engineering opportunity.

★★★★★ 5.0 · Verified Upwork review

"He is extremely knowledgeable, reliable, and very talented. I would highly recommend Srinath to all those looking for a true professional. 10/10"

— T.R.E.E. Group · eXp Realty
Enterprise AI Bottleneck Assessment
Length5 short steps · ~2 min
CoversCompany + workflow + urgency
ScoreNot a generic "AI readiness" score
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