The Production AI Company

Make Intelligence
Work.

Quantabase brings the people, engineering, intelligence, and execution to turn technology ambition into measurable business outcomes.

BuildScaleEvolveengineering · intelligence · execution
Book a working session → See the three practices
≤2 wks
First production ship on every deployment mission
6
Vetting gates — the final one a live session with a senior expert
100%
Human sign-off on every finding and match
Why we exist

From ambitious pilotsto dependable production.

Most AI initiatives pause between a pilot everyone applauded and a system everyone can rely on. The blockers are rarely the model — they are the untested failure modes, the undocumented workflow, and the missing person who makes it run inside a real company. Closing that gap is our entire firm.

01 · Deploy

Ship the last mile

Integration, evaluation, guardrails and exception paths — built against your real systems, not a sandbox. We deploy engineers inside your team until it runs.

02 · Assure

Test it like it matters

Every system deserves an independent challenge before people depend on it. Testing by reviewers outside the build team — before launch and continuously after — is how trust is earned.

03 · Experts

Put real experts in the loop

AI answering clinical, legal or financial questions needs clinicians, lawyers and accountants reviewing it — found, verified, and empowered to challenge it.

9 DAYS TO INVOICE
Same-day, counted
Talent solutions operator, 40 consultants — placement-to-invoice automated with human sign-off.
AGENT TRUSTED ON A DEMO
Proven against a written bar
Regulated workflow — independent evaluation before rollout; findings signed by named reviewers.
PILOT STALLED AT MONTH 3
Live in production, month 9+
Document operations — deployed, red-teamed, operated; exceptions routed to qualified reviewers.
How we run

One operating loop.Compounding by design.

Deploy, Assure and Operate are not departments — they are one flywheel. What we deploy, we test. What passes testing, we operate. What operations teaches us sharpens the next deployment — and every turn runs on experts who passed six gates to be there.

Enter anywhere

A stalled pilot, an untested agent, an unfillable role — each is a door into the same loop.

Evidence moves it

Milestones clear on passing evals, live integrations and signed findings — never on slides alone.

It compounds

Month nine works better than week six — the loop has been learning your business the whole time.

How the loop is sold →

Inside the work

Real teams, insidereal stacks.

Senior teams working inside your systems, beside your people — every milestone on the record, every outcome carried by a name you know.

Engineers implementing a production AI platform
DeployMission pods building inside client stacks — first production ship inside two weeks.
Experts reviewing AI evaluation findings
AssureNamed experts stress-testing systems before you trust them — findings signed and reproducible.
Operations team monitoring live AI agents
OperateLive agents watched for truth, not just uptime — accuracy, cost and exceptions, monthly.
Move 01 · Day 0

Working session

Thirty minutes on your hardest workflow. You leave with a written range and a recommended door in — or an honest "not yet."

Move 02 · Week 1

Scope in writing

One workflow, a definition of done, named owners on both sides, and the evidence that will clear each milestone.

Move 03 · Week 2

First ship

Something real in production — deliberately small, deliberately live. If a gate does not clear on evidence, the next milestone does not bill.

Move 04 · Week 3+

Prove it

Independent evaluation against the written bar — run by people with no stake in the launch date, signed by named reviewers.

Move 05 · Every month after

Operate & compound

Monitoring for accuracy drift, cost and exceptions; quarterly re-testing; the next mission scoped from what the loop learned.

Deploy · Assure · Operate

Build it. Prove it.Keep it true.

The entire firm on one screen. Every offer has a written scope, a named owner and an exit condition — and a thirty-minute working session in front of it that produces a written range before you commit to anything.

Packaged by workflow

Pre-built for the workwe know best.

We work across every industry — and package deepest where the stakes are highest. Each bundle wraps deployment, assurance and expert review around one high-value workflow, scoped and ready to start; whatever your sector, the same loop applies.

Talent solutions operations teamTalent solutions & professional services

Talent-to-Bill

The business we run ourselves. AI screening at volume with human sign-off, placements that bill the day a consultant starts, utilisation live by project.

  • Screening & intake agent, human-gated
  • Talent-to-bill workflow, same-day invoicing
  • Expert screening panel on demand
Reviewing high-volume document workDocument-heavy operations

Intake & Review Ops

High-volume document work where a wrong answer has a cost. AI drafts; qualified reviewers approve; exceptions route to a person — by design, not as a fallback.

  • Intake & triage agent, human-gated
  • Expert review loop, credential-verified
  • Safety red-team before launch
Operations team at workRegulated & high-stakes workflows

Model-Risk & Compliance Ops

Regulated workflows and the evaluation evidence your risk committee actually asks for — named reviewers behind every judgement.

  • Regulated workflow agent
  • Model-risk evaluation pack
  • Continuous assurance, quarterly

All solutions — by team and workflow →

The experts behind the loop

Every expert, verifiedin person.

Automated screening can only see so much — real expertise shows in conversation. So our final gate is a live, unscripted session with a senior specialist in the same discipline: a working discussion of real problems, assessed by someone who has solved them.

That session produces a signed competency report you keep. It is what licenses the word verified in front of every engineer we deploy and every expert we put on a panel.

The six gates in full →
Gate 01 · Source

Curated intake

Referral, verified track record, targeted search. No open signup.

Gate 02 · Screen

Structured assessment

Role-specific, scored against a rubric — not a conversation.

Gate 03 · Craft

Real-work review

Production work reviewed by a senior in the same discipline.

Gate 04 · Live

Live, unscripted session

Unscripted, expert-led, identity-verified. The gate AI cannot sit behind.

→ Signed competency report issued
Gate 05 · Validate

Human sign-off

An experienced consultant validates every match. No exceptions.

Gate 06 · Measure

Performance feeds back

Delivery outcomes are counted, and they inform every future match.

Counted, not claimed

What changed,for real operators.

Counted on Q-Base — the delivery platform behind every engagement, and the same technology we sell as a product — not claimed on a slide. Representative engagements, anonymised at client request; reference calls arranged under mutual NDA.

Client engagement in progress
In the roomWorking sessions inside client teams — scope agreed in writing before work begins.
Delivery review with evidence dashboard
On the recordMilestones cleared on evidence — utilisation, evals and findings counted live.
Talent solutions
Talent to bill
3 weeks to first invoiceSame day

Five disconnected tools became one system. Placements now bill the day a consultant starts, and utilisation is live by project instead of reconstructed at month end.

AI assurance
Agent under test
Cleared internal testingCritical failures found

Two weeks before launch, independent red-teaming surfaced high-severity failures the build team had no way to see — including one that leaked source documents on an indirect prompt.

Mission pod
Document intake
A stalled pilotProduction in six weeks

A two-person pod took a document-intake workflow from mission brief to a production agent behind guardrails — every milestone cleared on evidence, visible to the client throughout.

Where we work

Two offices,every time zone served.

Bengaluru · EngineeringSingapore · Client operationsClients worldwide
Earth at night showing city lights across delivery regions BENGALURU · SINGAPORE · CLIENTS ACROSS EVERY TIME ZONE
For engineers & experts

Your expertiseis the product.

Engineers, clinicians, lawyers, accountants and linguists who build and evaluate AI systems — paid at specialist rates, vetted once for many engagements, working remotely on real production problems.

Specialists collaborating on production AI workThe network · vetted once, engaged many times

Production AI Engineer

Flagship

Ship integrations, agents and evaluation harnesses inside client environments — the fastest-growing engineering role in the market.

Remote · US/EU overlap · Mission-based

Clinical Reviewer

MD / PharmD

Evaluate clinical reasoning and safety behaviour on medical AI, with a clear mandate to challenge the model.

Remote · Flexible · Per engagement

Legal & Financial Reviewer

Practising

Evaluate reasoning where a wrong answer is expensive — contracts, compliance, reconciliation.

Remote · Flexible · Per engagement

Language & Locale Specialist

Verified

Evaluate AI in the languages your market actually speaks — domain-qualified, per-language scorecards.

Remote · Global · Per engagement
Join the network → How vetting works Six gates · signed competency report · yours to keep

Empowering global businesses

Sanofi Schneider Electric CDW SITA Syensqo Opella Little Big Connections Rakitaa Psyncopate NAMPluxee
Start anywhere in the loop

Bring the pilot that stalled, the agent you doubt,or the role you cannot fill.

Thirty minutes with an operator. A scoped answer, a written range, and an honest opinion — including that you should wait, if that is what we think.

Book a working session → See the three practices