AI Strategy & Roadmap
Maturity assessment, use cases, priorities, ROI and a clear implementation plan.
Independent AI advisory
Stop guessing where AI pays off. Start with advice you can trust.
Most "AI partners" steer you toward the software they build. We don't build it - so our advice is honest, and the IP stays yours.
AI that pays for itself - less cost, more capacity, no wasted budget.
- 5.2M PLNper year saved + capacity unlocked
- −36%manual work taken off the team
- Weeksnot months, from idea to live AI
We stop the wrong AI bets before you spend.
Results from engagements we shaped - our call on strategy and architecture; built by independent partners.
What we do
100% advisory. Six ways we move you forward.
We advise, design strategy and solutions, train, select and oversee vendors, and lead the change. We don't build the software - which is exactly why our advice stays unbiased.
AI Discovery (workshop)
A low-risk entry point: we map your process and data, and pinpoint where automation pays off.
Process & Solution Architecture
What to automate, how, and at what risk - architecture before the build.
Vendor Selection & Oversight
Vendor-neutral selection of implementers, plus quality and delivery-risk oversight.
Training & AI Literacy
From the board to the teams - building the competence to use AI well.
Change Management / Transformation
OKRs/KPIs, accountability, and seeing the change through to the end.
Independent by design
We don't sell the build. So our recommendations are yours to own.
When a client needs implementation, we recommend and oversee independent vendors while staying impartial. In one engagement we recommended the option that maximized the client's independence - their own IP, an exit plan, no vendor lock-in. Vendor-neutral isn't a slogan; it's the structure of how we work.
Our independence, in writing
- No commissions from any tool vendor.
- No partner tiers, no revenue share, no reseller margin.
- We will advise against a tool - including one you have already bought - when it is the right call.
Selected work
Results, not slideware.
Our role is advisory - analysis, strategy, solution design and oversight. Where implementation happened, it was delivered by an independent technology partner. Metrics are verified; we keep delivered facts separate from potential.
Built for mid-market and scale-up leaders - and for PE/VC funds deploying AI across their portfolios.
Flagship
odrabiamy.pl - Polish edtech platform
- Context
- A leading Polish edtech platform under pressure from AI "answer-engine" competitors.
- Challenge
- Grow the product faster and cheaper - without burning budget on the wrong bets.
- What we did
- Designed an AI persona engine - a senior-role factory on a single engine - plus a survival strategy grounded in competitor research and a decision-gating layer that stopped costly wrong turns. Human-in-the-loop: augmentation, not autonomy.
- 4production tools in ~3 months
- 3costly directions stopped before spend
- 22validated market insights
- ~0marginal cost per tool
Strategy + AI-native delivery + honest value reporting - the DNA of Anat Advance.
Fintech / ATM network
A fintech running a large ATM network made dispatch decisions by hand. We recommended a custom ML approach over off-the-shelf - specifically to keep IP ownership, an exit plan and vendor independence on the client's side - and designed the architecture and a 4-phase delivery plan.
Outcome: a recommendation that put the client's independence ahead of any vendor's interest.
Manufacturing
A manufacturer built high-volume custom quotes by hand, with years of historical quotes left unused. We ran an AI Discovery workshop and process analysis, then a technical analysis producing a target solution architecture - two low-risk stages before any build.
Outcome: a de-risked, prioritized automation roadmap and a clear architecture to execute with confidence.
Engineering & contracting
An engineering firm sat on 10+ years of documentation - ~40,000 quotes and ~10,000 contracts - that it couldn't reuse. AI Discovery + data analysis reframed it: this isn't one system, it's a data platform. We designed a 6-stage roadmap from discovery to a digital document flow.
Outcome: a staged, estimated plan that controls risk and unlocks knowledge reuse.
Outcomes where we shaped the AI solution
Anat Advance role: analysis and solution design. Implementation by an independent technology partner.
Pharma field sales
A pharmaceutical manufacturer selling to pharmacies via ~45 field reps. Visits ran long, routing was weak, conversions were lost. We designed an AI solution for optimized visit planning and order prediction, integrated with ERP/CRM.
+3.5% sales in 6 months · +1.2% profitability
Hospital operating rooms
A private network of 17 hospitals scheduled operating rooms manually, with no staff-time measurement. We designed an AI scheduling solution that learns team preferences, with real-time tracking and management dashboards.
+15% OR efficiency · ~1.2M PLN/yr staffing savings · +4M PLN/yr recovered-time revenue per hospital
Retail energy & maintenance
A grocery retailer with several hundred stores ran legacy SCADA that couldn't drive system-wide optimization. We designed an AI/ML building-automation and predictive-maintenance approach.
−9% energy · −23% equipment failures · −36% service staff
How we start
The Independent Path
A low-risk path from question to decision - each step useful on its own, and none locks you in.
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1
Consultation
A free, focused conversation about where AI can pay off for you - and where it can't yet.
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2
AI Discovery
A workshop that maps your process and data and pinpoints the highest-value places to automate.
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3
Roadmap
A prioritized, de-risked plan with ROI - and, if you implement, vendor-neutral oversight.
Built AI-native. This site - like odrabiamy - was designed with a fraction of the team and time. The proof is the product.
The firm
Led by a former CTO, with technology roots since 2008.
Anat Advance is founded and led by Grzegorz (Greg) Jaworek, CEO. He brings an operator's track record to the firm: engineering organizations scaled from 10 to 100+, $1.5M in EBITDA impact, a 10× exit, and a seat at the PE board table. The firm is built to carry those standards as it grows.
The firm builds on the Anat legacy in technology since 2008 and works with a network of independent senior specialists. The model is founder-led and deliberately senior, so clients get board-grade judgment and unconflicted advice from the first call to the final handover.
Straight answers
The questions buyers actually ask.
Why not just Accenture or Deloitte?
Big firms sell you a team of juniors on a partner's slide deck. You get one former CTO who has scaled engineering organizations from 10 to 100+ and has had a seat at the PE board table - the same senior judgment from the first call to the last.
Why not a software house that will just build it?
Because a software house that builds what it recommends can't give you an honest answer about whether to build at all. We can - and sometimes the honest answer is "not yet" or "buy, don't build".
Who actually builds it, and who owns the result?
Implementation is delivered by independent partners we select and oversee - never by us. The IP, the code and the data stay yours, with an exit plan and no vendor lock-in.
What does it cost?
The first consultation is free. From there you start with an AI Discovery - a fixed scope with a price agreed up front, not an open-ended retainer. You only spend more once there is a plan worth funding.
How fast do we see results?
The first conversation already gives you a direction. An AI Discovery runs in weeks, not months, and the roadmap is sequenced so the highest-value change comes first, not last.
What if AI isn't worth it for us?
Then we tell you plainly. Part of the value of independent advice is hearing "this won't pay off yet" before you spend, not after. We have no build to sell, so that answer costs us nothing to give.
Will what we share stay confidential?
Yes - we work under NDA. The only client named on this site agreed to it publicly; every other engagement stays anonymous and described only in outline.
Sister services in the Anat family
Anat Secure
Software security audits
Is your software secure?
We check whether it can be broken into, explain the result in plain language and, when the essentials are in order, hand you a certificate you can show your clients. Built for companies with no in-house IT team.
anatsecure.com anataccess Website & online-store accessibility testingCan every customer buy from you?
A real person, not just an automated scan, goes through your site with a keyboard and a screen reader, points out the barriers, and the process ends with fixes, a re-check and a certificate. Since 2025, accessibility has been a legal requirement for many private companies too, online shops included.
anataccess.comOther ventures by the founder
A team of AI workers for companies
Your business, in good hands.
Digital AI workers that take repetitive work off your plate - one Igor, one job, done.
Done.
getigors.com Digital staff for accounting firmsBilans
Pilot programmeBilans works, your people approve.
Book verification, client correspondence and profitability - it takes the repetitive work off the team, decisions stay with authorised people.
Done. Balanced.
getbilans.comOne way in
Book a free AI consultation.
A low-threshold first step - a real conversation, not a sales pitch. The natural bridge to an AI Discovery and, if it fits, a full roadmap.