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AI Product and Engineering Studio

We ship the AI you've been talking about.

We build practical AI tools: assistants that know your business, paperwork that processes itself, dashboards you can just ask. Real projects, live in weeks.

No AI expertise neededDesign + engineering in one teamBuilt to be used, not demoed
assistant.yourcompany.com
How do we handle refunds over $500?
Company assistant
Refunds over $500 need a manager's approval 1 and are paid back within 5 business days. Log them with the Refund Exception form 2.
Refund Policy.pdfp. 4
Support Handbook§ 2.3
Answers from your documentsEvery answer cited
INVOICE
VendorNorthline Supply
No.INV-20931
Total$12,480.00
DueNov 30
VendorNorthline Supply✓ Match
InvoiceINV-20931✓ New
Total$12,480.00Check PO
DueNov 30✓ OK
Typed in 0 secondsUnsure? A person reviews it
Which region grew fastest last quarter?↑
+6%
+9%
+18%
+4%
EastCentralWestSouth
West grew fastest, up 18%, mostly from new accounts. View query
What we build

Six ways to put AI to work. Start anywhere, grow from there.

Each one is a real, working tool your team uses every day, not a slide deck. Pick the view that suits you.

Internal answer bot (RAG)An assistant that knows your businessMost start here

An assistant that knows your businessInternal answer bot (RAG)

Your team asks questions in plain English and gets answers from your own documents, with a link to the source.

Retrieval over your docs and tools, permission-aware, with citations, freshness flags, and an eval set.

Good for: sales, support, onboarding new hires
EmbeddingsVector searchCitationsSSO
Typical 2 to 4 weeksTalk to us →
Document intelligencePaperwork that processes itself

Paperwork that processes itselfDocument intelligence

Invoices, contracts, and forms get read automatically. Anything unclear goes to a person to check.

LLM extraction to a typed schema, validation rules, confidence scoring, and a human review queue.

Good for: finance, operations, intake teams
OCRSchema extractionReview queueERP sync
Typical 4 to 8 weeksTalk to us →
Ask-your-data dashboardDashboards you can just ask

Dashboards you can just askAsk-your-data dashboard

Type a question about your numbers and get a chart and an answer, without waiting on an analyst.

Text-to-SQL over a governed semantic layer, read-only roles, and the query shown with every answer.

Good for: leadership, ops, anyone who waits on reports
Text-to-SQLSemantic layerRead-onlyCharts
Typical 6 to 10 weeksTalk to us →
In-product AI featureAI inside your product

AI inside your productIn-product AI feature

Give your customers a smart feature, like summaries or suggestions, designed to feel native to your app.

Designed and engineered together: UX, prompt and tool design, streaming, evals, and cost controls.

Good for: software companies and product teams
UX + UIStreamingEvalsCost controls
Typical 4 to 8 weeksTalk to us →
AI rescueFix a stalled AI project

Fix a stalled AI projectAI rescue

Started an AI pilot that never took off? We find what's wrong and get it working and in use.

Audit of retrieval, prompts, data, and evals; targeted fixes; production hardening and monitoring.

Good for: teams with a demo that never shipped
DiagnosisEvalsHardeningMonitoring
Typical 2 to 6 weeksTalk to us →
Readiness auditStart with an AI audit

Not sure? Start with an AI auditReadiness audit

In one to two weeks we map your workflows and data and tell you exactly what to build first, and what to skip.

Workflow and data inventory, opportunity scoring, risk and policy review, and a scoped first build.

Good for: anyone at the 'we should use AI' stage
Workflow mapData reviewScoringRoadmap
Typical 1 to 2 weeksTalk to us →
Every project can continue with Care: we monitor it, improve it, and keep it accurate as your business changes.Pricing: placeholder
How it works

From first call to live tool in about six weeks.

No long strategy phase. Every project is scoped to fit, and you see real progress early.

1
Week 1

Find the payoff

We learn how your team works and pick the one project that saves the most time.

2
Weeks 2 to 3

Build a working version

Your team tries something real with your own data and tells us what's missing.

3
Weeks 4 to 6

Launch it

Connected to your tools, secured, and in the hands of your whole team.

4
Ongoing

Keep it sharp

We watch how it's used, fix what's off, and add what people ask for.

Why Edge & Camber

Small team. Senior people. Shipped work.

Most AI projects stall between the demo and the rollout. That gap is exactly where we work.

1

Team, end to end

Product, UX, engineering, AI, data, and brand under one roof, so nothing gets lost in handoffs.

~20

Years of experience

Product, UX, data, and backend, across startups and established companies.

0

AI team needed

We handle the technology and explain every decision in plain English.

Gary

Product lead, UX, brand, and front-end. Makes sure people actually use what we build.

Merek

Engineering lead. Data, databases, and backend. Makes sure it's accurate, secure, and fast.

Questions

Good questions to ask.

Don't see yours? Ask Camber in the corner, or book a call.

We're not technical. Can we still do this?

Yes. Most of our clients don't have an AI team. You bring the problem and the people who live with it. We handle the technology, and we explain every decision in plain English.

How much does it cost?

It depends on the project, so we scope it on a free 20-minute call. Most clients start with a short audit to find the project that pays back fastest. Pricing: placeholder

Does our data need to be clean first?

No. Messy data is normal. Part of the first week is figuring out what's usable and what needs fixing, and we plan around it.

What about privacy and security?

We design around your rules from day one: who can see what, where data lives, and which AI providers are allowed. Where possible, everything runs in accounts you own.

What if the AI gets something wrong?

We build for that. Answers link to their sources, uncertain results go to a person for review, and we test against real questions before launch.

What happens after launch?

You can take it from there, or keep us on with Care: we monitor quality, fix issues, and add features as your team asks for them.

Let's build your first AI project.

Bring one problem to a free 20-minute call. You'll leave knowing whether AI is the right fix, what it would take, and where to start.

Book a free call