A public case, built on governance, transparency and reversibility.
Industries we work with
Designed with HotlumPowell on principles of governance, transparency, and reversibility for the Secretariat of Innovation and Technology of the Municipality of Querétaro. Three days after going live, the Secretary published the founding manifesto.
Governance, transparency, reversibility: the same three principles guide every agent we build.
Real cases, told by industry. Out of confidentiality, we do not name our clients.
The challenge
The appraiser spends the day in the field while calls and requests pile up.
What the agent does
Answers the office line with a natural voice, takes messages and appraisal requests, transcribes voice notes and finds files in the archive.
What changes
Calls get answered even when he is out, and everything reaches his chat in order.
The challenge
Payables, stock and supplier orders scattered across reports.
What the agent does
Analyzes the reports the director shares, proposes suggested orders with a recommendation and follows up on open items.
What changes
The director decides with the numbers in hand. The agent prepares; it does not decide.
The challenge
Quoting spare parts means searching part by part on the manufacturer portals.
What the agent does
Takes the request, looks up every part number, builds the quote and leaves it ready for approval before it goes out.
What changes
A real 34-part request, fully quoted, with substitutes flagged and nothing sent without review.
The challenge
Running the store every day without a large team.
What the agent does
Reconciles orders and inventory every day, flags anything that does not add up and escalates what needs approval.
What changes
Operations run every day under supervision; people approve the delicate calls.
Every agent works within the permissions the client sets, and escalates what matters to a person.
Practical AI implementation that drives results: less manual work, faster response times, and a team trained to run the systems.
Comprehensive AI roadmaps tailored to your business objectives and industry requirements.
Fast-track your AI adoption with our proven methodologies and expert implementation.
Bank-level security protocols ensuring your data and AI systems remain protected and safe.
Business-ready AI implementation: we assess, configure, connect tools, and train your team so it actually runs day to day.
Decide what to automate first, which tools to use, and how to measure results. Turn AI curiosity into an executable plan.
Production deployment with security and scale. We connect data, systems, and workflows so AI runs reliably.
We build agents and apps for concrete work: support, follow-ups, analysis, and ops-integrated with your existing tools.
Train your team to run intelligent systems: prompts, workflows, best practices, and security. Less dependency, more adoption.
Turn scattered information into useful answers and reporting. Retrieval, synthesis, and dashboards to move faster with context.
Automate end-to-end processes with agents plus human oversight. Less rework, fewer delays, better customer experience.
We provide the strategic and technical consulting necessary to build and scale the next generation of AI-ready data centers, serving both public sector and enterprise clients.
Large-scale AI transformations for large organizations
Smart factory solutions and predictive maintenance systems
Personalization, inventory optimization, and AI-powered customer service
AI-powered automation for agencies and consultancies
AI-driven campaign optimization, marketing agents and customer journey analysis
HotlumPowell is a consulting firm founded in 2018. We help businesses turn AI interest into working systems: assessment, tool selection, implementation, and staff training.
Most SMBs have heard about AI, but few have people who know where to start. We’re the bridge between “sounds useful” and “it runs daily,” with a practical, security-first approach.
We work with leaders and teams to implement concrete wins: faster response times, fewer repetitive tasks, and internal capabilities to sustain improvement.
You'll be answered by a Hotlum Powell AI agent, the same kind of assistant we build for companies like yours. A team member reviews every reply.
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