AI Strategy
I audit where AI creates real leverage and hand you a sequenced, ROI-ranked roadmap your team can execute — not a deck of buzzwords.
AI Strategy & Systems Consultant
I turn ideas & AI into products that solve real problems.
I help companies turn AI from a demo into systems that ship, scale, and deliver real returns — from first strategy session to production.
- Strategy to production
- Hands-on engineering
- Fixed-scope engagements
Engagement roadmapFixed scope
- CompleteDiscoverOpportunity map, ROI-ranked
- CompleteDesignScoped, costed architecture
- In progressBuildProduction system, proven by evals
- Up nextScaleMonitoring, handover & playbooks
Salman LatifCEO & Founder, Fleact TechBook a call0
Years building with ML & AI
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Systems shipped to production
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Industries advised
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Referenceable engagements
Services
One expert, the whole arc. From idea to impact.
Most AI never leaves the slide deck. I work across strategy, engineering, and enablement so ambition turns into systems that ship, scale, and earn their keep.
Agents & LLM Systems
Production copilots and autonomous agents — tool use, orchestration, evals, guardrails — built to stay reliable long after the demo ends.
RAG & Knowledge
Scattered documents become a trustworthy answer engine: retrieval tuned for accuracy and freshness, with citations you can verify.
AI Automation
Quietly remove the repetitive work draining your team — intake, triage, drafting — wired into the tools you already run.
Team Enablement
Hands-on workshops and playbooks that turn your engineers and operators into confident, safe, fast AI builders.
Fractional Advisor
An expert in your corner on retainer — steering architecture, vetting vendors, keeping leadership ahead of a field that shifts weekly.
Selected work
Real products, in production.
Platforms and AI agents I've designed and built — from hiring and job marketplaces to education. Each one live, used, and maintained.
HR & RecruitmentHiring platform
A hiring platform with AI-led candidate screening
End-to-end recruitment software for a staffing and HR services firm — taking a role from published job ad to screened, scheduled candidate without the manual back-and-forth.
- Multilingual job board and application flow
- AI voice interviews and candidate assessments
- Self-service interview scheduling
- Public jobs API for partner platforms
Job marketplaceAI agents
AI agents for a leading online job marketplace
Production agents for one of the region's largest job portals, taking repetitive operational work off the team and wired directly into the existing platform.
- Finance agent for billing and financial operations
- Job-posting agent that drafts, structures and publishes listings
- Human review built in where it matters
RecruitmentJob platform
A job portal built for a new regional market
A job platform connecting employers and job seekers in a neighbouring market — designed to launch fast and scale with demand.
- Job listings with search and filtering
- Employer posting and applicant management
- Candidate profiles and applications
EducationEdTech platform
A digital school for modern learning
A digital learning platform that brings courses, lessons and progress online — giving students and teachers one place to learn, teach and track.
- Online courses and structured lessons
- Student progress tracking
- Tools for teachers to manage classes
Client names and identifying details are withheld for confidentiality. I'm happy to walk through any of this work on a call.
Approach
A method that turns ambition into shipped systems.
A clear, four-stage process with agreed success metrics at every step — so you always know what's being built, why, and what it's worth.
- 01
Discover
A focused dive into your goals, data, and constraints. We surface the highest-leverage opportunities and kill what won't pay off.
- 02
Design
A concrete architecture — scoped, costed, de-risked — with success metrics agreed before a line of code is written.
- 03
Build
Tight, transparent delivery cycles. You see working software early and often, with evals proving it performs.
- 04
Scale
We harden, monitor, and hand over. Your team owns it with confidence — and knows what to build next.
Client feedback
Trusted by teams who need results.
Recommendations from the founders and product leaders I've built with — over multi-year partnerships, not one-off gigs.
I had the pleasure of working with Muhammad Salman Latif for over two years across several development projects, and I can confidently say he is one of the most reliable professionals I've collaborated with. Salman consistently delivered high-quality work on time, every time. … I would not hesitate to work with Salman again.
I've had the pleasure of working with Muhammad Salman Latif on several IT projects. He is highly professional, reliable, and always delivers high-quality solutions. His technical expertise, problem-solving skills, and collaborative approach make him a great partner to work with.
They really took the time to understand what we were trying to achieve, not just from a technical perspective, but from a business point of view as well. … They don't just “build what you ask for” — they actually think along with you and suggest better ways to approach things, which made a real difference in the final product.
From LinkedIn recommendations and client feedback. Names withheld for confidentiality — references available on request.
About
A builder first — a strategist because building taught me what matters.
I've spent the last eight years shipping machine learning and AI systems — long before it was fashionable. I've seen what survives contact with real users, real data, and real budgets, and what quietly breaks the moment the demo ends.
I work as a single, accountable point of contact: deep enough to write the code, senior enough to sit in the boardroom, and honest enough to tell you when AI isn't the answer. No hand-offs, no fluff, no vanity metrics.
- Strategy through to code
- Production-grade by default
- Measured on outcomes
- Candid about trade-offs
How do engagements start?
Every engagement opens with a paid discovery sprint — a fixed-scope deep dive that produces a concrete plan. You walk away with value whether or not we continue.
Do you build, or just advise?
Both. I'm hands-on in the code when that's what moves the needle, and I advise at the strategy and architecture level. Most clients want a mix.
What size companies do you work with?
From funded startups to enterprise teams. The common thread is leadership serious about turning AI into outcomes, not theatre.
How is pricing structured?
Fixed-scope sprints for discovery and delivery, or a monthly retainer for fractional advisory. Clear, predictable, tied to outcomes.
Contact
Let's talk about what you're building.
Book a free 30-minute consultation. We'll pressure-test your idea, map the highest-leverage move, and you'll leave with a clear next step — no obligation.